Metrikler
Yayın
267
Açık Erişim
6
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
2001 - 2005
2001 - 2005Doktora
Drexel University, Yabancı Diller Yüksekokulu, Elektrik Ve Bilgisayar Müh Böl, Amerika Birleşik Devletleri
1999 - 2001
1999 - 2001Yüksek Lisans
Çukurova Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Müh, Türkiye
1995 - 1999
1995 - 1999Lisans
Çukurova Üniversitesi, Mühendislik Mimarlık Fak, Elektrik-Elektronik Müh Böl, Türkiye
Yaptığı Tezler
2005
2005Doktora
Contention resolution and memory load balancing algorithms on distributed shared memory multiprocessors
Drexel University, Mühendislik Fakültesi, Elektrik Ve Bilgisayar Mühendisliği
2001
2001Yüksek Lisans
Resonance Characteristics of Whispering Gallery Modes in Dielectric Resonators for Microwave Measurement Applications
Çukurova Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Müh
Yabancı Diller
C1 İleri
C1 İleriİngilizce
Araştırma Alanları
Bilgisayar Bilimleri
Donanım
Ağ Mimarisi
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Bilgisayar Öğrenimi
Mühendislik ve Teknoloji
Akademik Ünvanlar / Görevler
2019 - Devam Ediyor
2019 - Devam EdiyorProf. Dr.
Çukurova Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2013 - 2019
2013 - 2019Doç. Dr.
Çukurova Üniversitesi, Mühendislik Mimarlık Fak, Bilgisayar Müh Böl
2007 - 2013
2007 - 2013Yrd. Doç. Dr.
Çukurova Üniversitesi, Mühendislik Mimarlık Fak, Bilgisayar Müh Böl
1999 - 2007
1999 - 2007Araştırma Görevlisi
Çukurova Üniversitesi, Mühendislik Mimarlık Fak, Elektrik Elektronik Müh Böl
Yönetimsel Görevler
2007 - 2013
2007 - 2013Bölüm Başkan Yardımcısı
Çukurova Üniversitesi, Mühendislik Mimarlık Fak, Bilgisayar Müh Böl
Yönetilen Tezler
2023
2023Doktora
Bitcoin price prediction with machine learning
Akay M. F. (Danışman)
İ.SİBEL(Öğrenci)
2017
2017Yüksek Lisans
Voice and Data Traffic Modeling and Prediction for a 3G Mobile Network Using Machine Learning Methods
AKAY M. F.
Y.Yur(Öğrenci)
2017
2017Doktora
Development of New Hybrid Models for Prediction of Maximal Oxygen Uptake Using Machine Learning Methods Combined with Feature Selection
AKAY M. F.
F.Abut(Öğrenci)
2016
2016Yüksek Lisans
Development of New Models Using Machine Learning Methods Combined with Different Time Lags for Network Traffic Forecasting
AKAY M. F.
D.Akgöl(Öğrenci)
2016
2016Doktora
Prediction of Upper Body Power of Cross Country Skiers Using Machine Learning Methods Combined With Feature Selection
AKAY M. F.
M.Mikail(Öğrenci)
2016
2016Yüksek Lisans
Predicting the Admission Decision of a Participant to the School of Physical Education and Sports at Çukurova University by Using Different Machine Learning Methods Combined with Feature Selection
AKAY M. F.
G.Özsert(Öğrenci)
2015
2015Yüksek Lisans
Predicting the Admission Decision of a Candidate to the School of Physical Education and Sport at Cukurova University by Using Different Machine Learning Algorithms
AKAY M. F.
İ.Turhan(Öğrenci)
2015
2015Doktora
Developing VO2max Prediction Models from Non-Exercise, Submaximal and Hybrid Variables Using Machine Learning Methods
AKAY M. F.
M.Açıkkar(Öğrenci)
2014
2014Yüksek Lisans
Prediction of Maximum Oxygen Uptake (VO2max) with Submaximal and Questionnaire Variables using Different Regression Methods
AKAY M. F.
E.Yücel(Öğrenci)
2014
2014Yüksek Lisans
Prediction of Maximal Oxygen Uptake Using Machine Learning Methods Combined with Feature Selection
AKAY M. F.
E.Aktürk(Öğrenci)
2014
2014Yüksek Lisans
Prediction of Upper Body Power and Maximal Oxygen Uptake of Cross-Country Skiers Using Different Regression Methods
AKAY M. F.
S.Daneshvar(Öğrenci)
2013
2013Doktora
Development of New Congestion Control Algorithms for Broadcast-based Multiprocessor Architectures with Multiple Input Queues
AKAY M. F.
Ç.İnan(Öğrenci)
2013
2013Doktora
Performance Improvement of the Two Dimensional Broadcast-based Distributed Shared Memory Multiprocessor Systems by Message Operations
AKAY M. F.
İ.Abasıkeleş(Öğrenci)
2012
2012Doktora
Predicting Performance Measures of a Multiprocessor Architecture by Using Machine Learning Methods
AKAY M. F.
E.Ismail(Öğrenci)
2012
2012Yüksek Lisans
Investigation of the Effect of Message Combining Mechanism on the 2D SOME-Bus Architecture
AKAY M. F.
G.Kale(Öğrenci)
2012
2012Yüksek Lisans
Prediction of maximum oxygen uptake from maximal and non-exercise variables using machine learning methods
AKAY M. F.
N.Shokrollahi(Öğrenci)
2009
2009Yüksek Lisans
Performance evaluation of directory-based cache coherence protocols on an optical interconnection network supporting distributed shared memory
AKAY M. F.
İ.Abasıkeleş(Öğrenci)
2009
2009Yüksek Lisans
A new congestion control algorithm for improving the performance of a broadcast-based multiprocessor architecture
AKAY M. F.
Ç.İnan(Öğrenci)
Makaleler
Tümü (50)
SCI-E, SSCI, AHCI (26)
SCI-E, SSCI, AHCI, ESCI (27)
ESCI (1)
Scopus (28)
TRDizin (10)
Diğer Yayınlar (14)
2025
20251. Effective Breast Cancer Classification Using Deep MLP, Feature-Fused Autoencoder and Weight-Tuned Decision Tree
Hameed Alsaedi N. R., AKAY M. F.
Applied Sciences (Switzerland)
, cilt.15, sa.13, 2025 (SCI-Expanded, Scopus)
2025
20252. A New Large Language Model for Attribute Extraction in E-Commerce Product Categorization
Çiftlikçi M. S., Çakmak Y., Kalaycı T. A., ABUT F., AKAY M. F., Kızıldağ M.
Electronics (Switzerland)
, cilt.14, sa.10, 2025 (SCI-Expanded, Scopus)
2024
20243. Development of New Electricity System Marginal Price Forecasting Models Using Statistical and Artificial Intelligence Methods
Kızıldağ M., ABUT F., AKAY M. F.
Applied Sciences (Switzerland)
, cilt.14, sa.21, 2024 (SCI-Expanded, Scopus)
2024
20244. WS-AWRE: Intrusion Detection Using Optimized Whale Sine Feature Selection and Artificial Neural Network (ANN) Weighted Random Forest Classifier
Aldabash O. A., AKAY M. F.
Applied Sciences (Switzerland)
, cilt.14, sa.5, 2024 (SCI-Expanded, Scopus)
2024
20245. BITCOIN PRICE PREDICTION USING LSTM, GRU AND HYBRID LSTM-GRU WITH BAYESIAN OPTIMIZATION, RANDOM SEARCH, AND GRID SEARCH FOR THE NEXT DAYS
Kervanci I. S., AKAY M. F., Özceylan E.
Journal of Industrial and Management Optimization
, cilt.20, sa.2, ss.570-588, 2024 (SCI-Expanded, Scopus)
2023
20236. LSTM Hyperparameters optimization with Hparam parameters for Bitcoin Price Prediction
KERVANCI I., AKAY M. F.
Sakarya University Journal of Computer and Information Sciences (Online)
, cilt.6, sa.1, ss.1-9, 2023 (TRDizin)
2022
20227. Brand Propensity Prediction with Click-Through Rate as a Target
Uzel A., Pekel K., Akay M. F., Abut F.
Kocaeli Journal of Science and Engineering , cilt.0, sa.0, ss.1-6, 2022 (TRDizin)
2022
20228. SOBE: A Fraud Detection Platform in Insurance Industry
Özcan H. O., Çolak İ., Erimhan S., Güneş V., Akay M. F., Abut F.
Kocaeli Journal of Science and Engineering , cilt.0, sa.0, ss.1-7, 2022 (Hakemli Dergi)
2022
20229. Assessing household damages using multi-model deep learning pipeline
Kıyıkçı F., Cunedioğlu H. O., Koşar E., Bekin M. E., Abut F., Akay M. F.
European Mechanical Science , cilt.6, sa.2, ss.138-142, 2022 (Hakemli Dergi)
2022
202210. Forecasting Call Center Arrivals Using XGBoost Combined with Consecutive and Periodic Lookback
Tartuk M., Nurdağ T. F., Acar V., Erdem S., Akay M. F., Abut F.
Eastern Anatolian Journal of Science , cilt.8, sa.1, ss.20-25, 2022 (Hakemli Dergi)
2022
202211. Developing an Automation System for Conflictual Returns Using Machine Learning
KILIÇ E. M., ALP M. N., TUNÇ A. A., ABUT F., AKAY M. F.
Cukurova University Journal of Natural and Applied Sciences , 2022 (Hakemli Dergi)
2021
202112. Developing Turkish sentiment analysis models using machine learning and e-commerce data
DEMIRCAN M., SELLER A., ABUT F., AKAY M. F.
International Journal of Cognitive Computing in Engineering
, cilt.2, ss.202-207, 2021 (Scopus)
2021
202113. C-Scripter: A Dynamic Call Center Scripting Application
TARTUK M., NURDAĞ T. F., ABUT F., AKAY M. F., ERDEM S.
Eastern Anatolian Journal of Science , cilt.7, sa.1, ss.1-5, 2021 (Hakemli Dergi)
2021
202114. Autonomous Navigation in Search and Rescue Simulated Environment using Deep Reinforcement Learning
ABDAH M., ABUT F., AKAY M. F.
Balkan Journal of Electrical and Computer Engineering , cilt.9, sa.2, ss.92-98, 2021 (TRDizin)
2019
201915. Development of Physical Fitness Prediction Models for Turkish Secondary School Students Using Machine Learning Methods
AKAY M. F., Çetin E., Yarım İ., Bozkurt Ö., Erdem S.
GÜMÜŞHANE ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , cilt.1, ss.7-10, 2019 (Hakemli Dergi)
2019
201916. A robust ensemble feature selector based on rank aggregation for developing new VO(2)max prediction models using support vector machines
Abut F., AKAY M. F., George J.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.27, sa.5, ss.3648-3664, 2019 (SCI-Expanded, Scopus, TRDizin)
2018
201817. Development of Internet Traffic Prediction Software Using Time-Series Multilayer Perceptron
Yüksel M. C., AKAY M. F., Çiftçi S.
GÜMÜŞHANE ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , sa.238, ss.1-6, 2018 (TRDizin)
2018
201818. Prediction of Hamstring and Quadriceps Muscle Strength Using Multiple Linear Regression
AKAY M. F., Yüksel M. C., Erdem S., ÇETİN E., YARIM İ.
Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi , 2018 (TRDizin)
2018
201819. Estimating the maximal oxygen uptake with new prediction models for college-aged students using feature selection algorithm
AKAY M. F., ÖZÇİLOĞLU M. M., ÇETİN E., YARIM İ., DANESHVAR S.
New Trends and Issues Proceedings on Humanities and Social Sciences , cilt.5, sa.4, ss.52-57, 2018 (Hakemli Dergi)
2018
201820. Predicting Student’s Pass/Fail Status in an Academic Course Using Deep Learning: A Case Study
ABUT F., YÜKSEL M. C., AKAY M. F., DANESHVAR S.
International Journal of Scientific Research in Information Systems and Engineering , cilt.4, sa.1, ss.87-91, 2018 (Hakemli Dergi)
2018
201821. NEW APPROACH IN ASSESSING CORE MUSCLE ENDURANCE USING RATINGS OF PERCEIVED EXERTION
George J. D., Tolley J. R., Vehrs P. R., Reece J. D., AKAY M. F., Cambridge E. D. J.
JOURNAL OF STRENGTH AND CONDITIONING RESEARCH
, cilt.32, sa.4, ss.1081-1088, 2018 (SCI-Expanded, Scopus)
2017
201722. Investigating the effect of sport branch on predicting the quadriceps strength of athletes using support vector machines
AKAY M. F., Sow B., ÇETİN E., YARIM İ., Daneshvar S.
New Trends and Issues Proceedings on Humanities and Social Sciences , ss.21-25, 2017 (Hakemli Dergi)
2017
201723. New Prediction Models for the Maximal Oxygen Uptake of College-aged Students Using Non-Exercise Data
AKAY M. F., ÇETİN E., YARIM İ., ÖZÇİLOĞLU M. M.
New Trends and Issues Proceedings on Humanities and Social Sciences , cilt.4, sa.4, ss.1-5, 2017 (Hakemli Dergi)
2017
201724. New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey
AKAY M. F., ABUT F., KAYA K., ÇETİN E., YARIM İ.
New Trends and Issues Proceedings on Humanities and Social Sciences , cilt.3, ss.11-17, 2017 (Hakemli Dergi)
2017
201725. On the Application of Artificial Intelligence and Feature Selection in Sports Science Education and Research: A Case Study
ÖZÇİLOĞLU M. M., AKAY M. F., Heil D.
New Trends and Issues Proceedings on Humanities and Social Sciences , ss.256-262, 2017 (Hakemli Dergi)
2017
201726. Development of New Hybrid Admission Decision Prediction Models Using Support Vector Machines Combined with Feature Selection
ÖZSERT G., AKAY M. F., Alak H.
New Trends and Issues Proceedings on Humanities and Social Sciences , ss.1-10, 2017 (Hakemli Dergi)
2017
201727. A Survey on Applications of Statistical and Machine Learning Methodsin Sport Physiology
YÜKSEL M. C., ABUT F., AKAY M. F.
Austin Sports Medicine , cilt.2, sa.3, ss.1022-1027, 2017 (Hakemli Dergi)
2017
201728. Support vector machines for predicting the hamstring and quadriceps muscle strength of college-aged athletes
AKAY M. F., Abut F., Cetin E., Yarim I., Sow B.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.25, sa.4, ss.2567-2582, 2017 (SCI-Expanded, Scopus, TRDizin)
2016
201629. Developing new VO(2)max prediction models from maximal, submaximal and questionnaire variables using support vector machines combined with feature selection
Abut F., AKAY M. F., George J.
COMPUTERS IN BIOLOGY AND MEDICINE
, cilt.79, ss.182-192, 2016 (SCI-Expanded, Scopus)
2016
201630. Support Vector Machines with Individual Combinations of Relief-F and mRMR for Predicting VO2max from Maximal and Questionnaire Data
ABUT F., AKAY M. F., GEORGE J.
International Journal of Advances in Electronics and Computer Science , cilt.3, sa.10, ss.63-67, 2016 (Hakemli Dergi)
2016
201631. New Regression Models for Predicting the Hamstring Muscle Strength Using Support Vector Machines
BOUBACAR S., AKAY M. F., ABUT F., ÇETİN E., YARIM İ., ALAK H.
Çukurova University Journal of the Faculty of Engineering and Architecture , cilt.31, sa.2, ss.153-159, 2016 (TRDizin)
2016
201632. Identifying the discriminative predictors of upper body power of cross-country skiers using support vector machines combined with feature selection
AKAY M. F., Abut F., Ozciloglu M., Heil D.
NEURAL COMPUTING & APPLICATIONS
, cilt.27, sa.6, ss.1785-1796, 2016 (SCI-Expanded, Scopus)
2016
201633. Short Term Voice Traffic Forecast in 3G/UMTS Networks using Machine Learning and Statistical Methods
YASIN Y., AKAY M. F., ABUT F.
International Journal of Advances in Electronics and Computer Science , cilt.3, sa.10, ss.108-111, 2016 (Hakemli Dergi)
2015
201534. A hybrid congestion control algorithm for broadcast-based architectures with multiple input queues
ACI C. I., AKAY M. F.
JOURNAL OF SUPERCOMPUTING
, cilt.71, sa.5, ss.1907-1931, 2015 (SCI-Expanded, Scopus)
2015
201535. Prediction of Upper Body Power of Cross-Country Skiers Using Support Vector Machines
AKAY M. F., Abut F., Daneshvar S., Heil D.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
, cilt.40, sa.4, ss.1045-1055, 2015 (SCI-Expanded)
2015
201536. PREDICTING THE PERFORMANCE MEASURES OF A 2-DIMENSIONAL MESSAGE PASSING MULTIPROCESSOR ARCHITECTURE BY USING MACHINE LEARNING METHODS
AKAY M. F., Acı Ç., Abut F.
NEURAL NETWORK WORLD
, cilt.25, sa.3, ss.241-265, 2015 (SCI-Expanded, Scopus)
2015
201537. Machine learning and statistical methods for the prediction of maximal oxygen uptake: recent advances
Abut F., AKAY M. F.
MEDICAL DEVICES-EVIDENCE AND RESEARCH
, cilt.8, ss.369-379, 2015 (ESCI, Scopus)
2013
201338. Predicting the performance measures of a message-passing multiprocessor architecture using artificial neural networks
Zayid E. I. M., AKAY M. F.
NEURAL COMPUTING & APPLICATIONS
, cilt.23, ss.2481-2491, 2013 (SCI-Expanded, Scopus)
2011
201139. Artificial neural network-based model for predicting VO(2)max from a submaximal exercise test
AKAY M. F., Zayid E. I. M., Aktürk E., George J. D.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.38, sa.3, ss.2007-2010, 2011 (SCI-Expanded, Scopus)
2010
201040. A new congestion control algorithm for improving the performance of a broadcast-based multiprocessor architecture
Aci C. I., AKAY M. F.
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
, cilt.70, sa.9, ss.930-940, 2010 (SCI-Expanded, Scopus)
2010
201041. Predicting the performance measures of an optical distributed shared memory multiprocessor by using support vector regression
AKAY M. F., Abasıkeleş I.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.37, sa.9, ss.6293-6301, 2010 (SCI-Expanded, Scopus)
2010
201042. Application of self organizing maps for investigating network latency on a broadcast-based distributed shared memory multiprocessor
AKAY M. F., Abasıkeleş I., ORAL M.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.37, sa.4, ss.2937-2942, 2010 (SCI-Expanded, Scopus)
2010
201043. Performance evaluation of directory protocols on an optical broadcast-based distributed shared memory multiprocessor
Abasıkeleş I., AKAY M. F.
COMPUTERS & ELECTRICAL ENGINEERING
, cilt.36, sa.1, ss.114-131, 2010 (SCI-Expanded)
2009
200944. Support vector regression and multilayer feed forward neural networks for non-exercise prediction of VO2 max
AKAY M. F., Inan C., Bradshaw D. I., George J. D.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.36, sa.6, ss.10112-10119, 2009 (SCI-Expanded, Scopus)
2009
200945. Support vector machines for predicting the admission decision of a candidate to the School of Physical Education and Sports at Cukurova University
AÇIKKAR M., AKAY M. F.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.36, sa.3, ss.7228-7233, 2009 (SCI-Expanded, Scopus)
2009
200946. Support vector machines combined with feature selection for breast cancer diagnosis
Akay M. F.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.36, sa.2, ss.3240-3247, 2009 (SCI-Expanded, Scopus)
2009
200947. Support vector machines for aerobic fitness prediction of athletes
AÇIKKAR M., AKAY M. F., ÖZGÜNEN K. T., AYDIN K., KURDAK S. S.
EXPERT SYSTEMS WITH APPLICATIONS
, cilt.36, sa.2, ss.3596-3602, 2009 (SCI-Expanded)
2008
200848. Performance improvement of parallel programs on a broadcast-based distributed shared memory multiprocessor by simulation
AKAY M. F., Katsinis C.
SIMULATION MODELLING PRACTICE AND THEORY
, cilt.16, sa.3, ss.338-352, 2008 (SCI-Expanded, Scopus)
2008
200849. Contention resolution on a broadcast-based distributed shared memory multiprocessor
AKAY M. F., Katsinis C.
IET COMPUTERS AND DIGITAL TECHNIQUES
, cilt.2, sa.1, ss.45-55, 2008 (SCI-Expanded)
2004
200450. Resonance characteristics of whispering gallery modes in parallel-plates-type cylindrical dielectric resonators
Akay M. F., Prokopenko Y., Kharkovsky .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS
, cilt.40, sa.2, ss.96-101, 2004 (SCI-Expanded, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2025
20251. Multi-Class Machine Learning Models for Predicting Order Cancellations and Returns in E-Commerce
Sari Z. S., Yurdagul H. H., Taskapi B., Dagdas G., AKAY M. F.
9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)
2025
20252. Development of Machine Learning Based Price Quote Prediction Models for Electronic Payment and Money Institutions
Sari Z. S., Yurdagul H. H., Sen H., Ulus C., AKAY M. F., Yusufoglu N.
9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)
2025
20253. Development Of A Self-Serve Data Mesh Infrastructure
Aydin G. K., Kose S. G., Ulus C., AKAY M. F.
9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)
2025
20254. Fault Prediction in Energy Systems: Telemetric Data and Machine Learning Approaches
Yurdagul H. H., Zaim U., Seller A., Ozdemir H., Uygur G., AKAY M. F.
9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)
2022
20225. Development of a New Generation End-To-End Pump Cash Register System for Fuel Stations
Güneş T., Durmaz E., Temur H., Burtul G., Abut F., Akay M. F., et al.
The 8th International Conference on Control and Optimization with Industrial Applications, Baku, Azerbaycan, 24 - 26 Ağustos 2022, ss.1-2, (Özet Bildiri)
2022
20226. A New Cash Register for Fuel Stations with Resistant Outdoor Conditions: Design Considerations
Güneş T., Aşçı K., Temur H., Burtul G., Abut F., Akay M. F., et al.
5th International Symposium on Innovative Approaches in Smart Technologies, Ankara, Türkiye, 28 - 29 Mayıs 2022, cilt.5, sa.1, ss.1-4, (Tam Metin Bildiri)
2022
20227. Machine Learning Based Churn Analysis for Sellers on the E-Commerce Marketplace
Öztürk M. E., Say S., Akyüz A., Erdem S., Akay M. F., Abut F.
5th International Conference on Life and Engineering Sciences , Antalya, Türkiye, 19 - 22 Mayıs 2022, ss.127, (Özet Bildiri)
2021
20218. Information Extraction from Policy Documents Using Object Detection and Domain-Specific BERT
KUZ B., KÜLLÜ Ö., ÖZTÜRK B., ABUT F., AKAY M. F.
3rd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2021), Ankara, Türkiye, 15 Aralık 2021, ss.789-794, (Tam Metin Bildiri)
2021
20219. Developing an End-to-End Integrated Secure Mobile Payment System
SARI A., DURMAZ E., HATUN E., GÜNEŞ T., NOMMAZ V., ABUT F., et al.
3rd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2021), Ankara, Türkiye, 15 Aralık 2021, ss.795-802, (Tam Metin Bildiri)
2021
202110. Forecasting the Average Call Handling Time in Call Centers Using Machine Learning Methods and Time Series Data
AKAY M. F., ABUT F., ERDEM S., ÖNDER O., TURAN M., TARTUK M., et al.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 - 27 Ekim 2021, ss.644-646, (Tam Metin Bildiri)
2021
202111. Forecasting the System Marginal Price Using Long Short-Term Memory and Support Vector Machine
AKAY M. F., ABUT F., BEDİR B., ERDOĞAN M., KANAR E.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 - 27 Ekim 2021, ss.628-633, (Tam Metin Bildiri)
2021
202112. Simplifying and Speeding Up the Finding of Real Estate Listings for End-Users
DURAN M. A., ŞAHİN A., ERBİLGİN D., TOSUN E., ABUT F., AKAY M. F.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 Ekim 2021, ss.657-660, (Tam Metin Bildiri)
2021
202113. Improving the Order Picking Process in Warehouse Systems Using Distance Matrix
BAYRAKTAR E., KARACA A. R., ABUT F., AKAY M. F.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 Ekim 2021, ss.96-101, (Tam Metin Bildiri)
2021
202114. Improving the Shipment Management Using Shipment Approval Cockpit in the Order Process
ÇİFTÇİ F. G., AYSOYSAL B., ABUT F., AKAY M. F.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 Ekim 2021, ss.652-655, (Tam Metin Bildiri)
2021
202115. Development of Mobile Applications for Real Estate Businesses
TOHUMCU D. G., ALBAYRAK B., ADIGÜZEL Y., EMRAH P., ABUT F., AKAY M. F.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 Ekim 2021, ss.419-423, (Tam Metin Bildiri)
2021
202116. Developing Customer Segmentation Models for Digital Marketing Campaigns using Machine Learning
BALKAYA A., TÜZÜNKAN E., AYAZ K., AKÇAY Y., ABUT F., AKAY M. F., et al.
6th Intl. Mediterranean Science and Engineering Congress, Antalya, Türkiye, 25 Ekim 2021, ss.697-701, (Tam Metin Bildiri)
2021
202117. Designing a Modern Gateway Device for Cloud Platforms
KUVVET S., KILIÇ M. F., KESKİN G., GÜNERİ H. İ., ABUT F., AKAY M. F.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.123-132, (Tam Metin Bildiri)
2021
202118. DBTransporter: An Interoperable Application for Transferring Data Between Databases Running on Different Machines
BEQIROVSKI F., KÖMÜRCÜ M. F., ABUT F., AKAY M. F.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.164-171, (Tam Metin Bildiri)
2021
202119. Akıllı Hat: A Call Measurement and Reporting Application
CABBAR T., DEMİR Y., ADIGÜZEL Y., EMRAH P., ABUT F., AKAY M. F., et al.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.172-179, (Tam Metin Bildiri)
2021
202120. Loyalist365: A Loyalty Management Application
ALAN E., HUNUTLU F., CESUR E., KAYHAN Ö., ABUT F., AKAY M. F., et al.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.155-163, (Tam Metin Bildiri)
2021
202121. Replatforming and Online Renewal Project for Real Estate Businesses
GÜLEÇ S., SONAT S., ADIGÜZEL Y., EMRAH P., ABUT F., AKAY M. F., et al.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.133-139, (Tam Metin Bildiri)
2021
202122. Orion: A Supplier Capacity Planning Model
GÖKAY O., AYYILDIZ Ö., ABUT F., AKAY M. F.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.140-147, (Tam Metin Bildiri)
2021
202123. Orchestra: A Warehouse Order Management System
GÖRÜR F., HAMARAT E., ABUT F., AKAY M. F.
4th International Conference on Life and Engineering Sciences, İstanbul, Türkiye, 23 Eylül 2021, ss.148-154, (Tam Metin Bildiri)
2021
202124. Forecasting Arrivals to a Call Center Using Supervised Machine Learning
AKAY M. F., ABUT F., ERDEM S., TARTUK M., NURDAĞ T. F., YURDAGÜL H. H.
International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI-2021), Yalova, Türkiye, 21 - 23 Mayıs 2021, ss.170-173, (Tam Metin Bildiri)
2021
202125. Developing an Identification Application for Overdress Products Using Convolutional Neural Networks
Keskin M., Alp N., Cebeci S. E., Beker F., ABUT F., AKAY M. F.
International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI-2021), Yalova, Türkiye, 21 - 23 Mayıs 2021, ss.166-169, (Tam Metin Bildiri)
2021
202126. Fashion-Oriented Personalized Search Engine Development
YALIN T. B., SANLAV K., TUNÇ A. A., ABUT F., AKAY M. F.
International Conference on Computational Mathematics and Engineering Sciences (CMES-2021), Van, Türkiye, 01 Mayıs 2021, (Özet Bildiri)
2020
202027. Forecasting Call Center Arrivals Using Multilayer Perceptron Combined with Time Lags
Ballouch M., Akay M. F., Erdem S., Tartuk M., Nurdağ T. F.
5th International Mediterranean Science and Engineering Congress, Adana, Türkiye, 21 - 23 Ekim 2020, ss.1-5, (Tam Metin Bildiri)
2018
201828. Estimating the Maximal Oxygen Uptake with New Prediction Models for College-aged Students Using Feature Selection Algorithm
AKAY M. F., Özçiloğlu M. M., Çetin E., Yarım İ., Daneshvar S.
7 thCyprus International Conference on Educational Research, Girne, Kıbrıs (Kktc), 7 - 09 Haziran 2018, ss.20, (Özet Bildiri)
2018
201829. DEVELOPMENT OF PHYSICAL FITNESS PREDICTION MODELS FOR TURKISH SECONDARY SCHOOL STUDENTS USING MACHINE LEARNING METHODS
AKAY M. F., Çetin E., Yarım İ., Bozkurt Ö., Erdem S.
THE THIRD INTERNATIONAL CONFERENCE ON COMPUTATIONAL MATHEMATICS AND ENGINEERING SCIENCES, Girne, Kıbrıs (Kktc), 4 - 06 Mayıs 2018, ss.224, (Özet Bildiri)
2018
201830. PREDICTION OF HAMSTRING AND QUADRICEPS MUSCLE STRENGTH USING MULTIPLE LINEAR REGRESSION
AKAY M. F., Yüksel M. C., Erdem S., Çetin E., Yarım İ.
THE THIRD INTERNATIONAL CONFERENCE ON COMPUTATIONAL MATHEMATICS AND ENGINEERING SCIENCES, Girne, Kıbrıs (Kktc), 4 - 06 Mayıs 2018, ss.223, (Özet Bildiri)
2018
201831. DEVELOPMENT OF INTERNET TRAFFIC PREDICTION SOFTWARE USING TIME-SERIES MULTILAYER PERCEPTRON
Yüksel M. C., AKAY M. F., Çiftçi S.
THE THIRD INTERNATIONAL CONFERENCE ON COMPUTATIONAL MATHEMATICS AND ENGINEERING SCIENCES, Girne, Kıbrıs (Kktc), 4 - 06 Mayıs 2018, ss.225, (Özet Bildiri)
2017
201732. Predicting a Student?s Pass/Fail Status in an Academic Course Using Deep Learning: A Case Study
Abut F., Yüksel M. C., AKAY M. F., Daneshvar S.
Fifth International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA 2017), Girne, Kıbrıs (Kktc), 1 - 03 Kasım 2017, ss.49, (Özet Bildiri)
2017
201733. Multilayer Perceptron Models for Investigating the Effect of Body Mass Index on Predicting the Quadriceps Strength of Athletes
AKAY M. F., Sow B., Daneshvar S., Çetin E., Yarım İ., Özçiloğlu M. M.
Fifth International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA 2017), Girne, Kıbrıs (Kktc), 1 - 03 Kasım 2017, ss.50, (Özet Bildiri)
2017
201734. Predicting students pass/fail status in an academic course using deep learning: A case study
ABUT F., YÜKSEL M. C., AKAY M. F., DANESHVAR S.
Intl. Symposium on Engineering, Artificial Intelligence Applications (ISEAIA-17), Girne, Kıbrıs (Kktc), 1 - 03 Kasım 2017, ss.189-194, (Tam Metin Bildiri)
2017
201735. Predicting the Pass/Fail Status of College Students from the Probability and Statistics Course Using MachineLearning Methods
AKAY M. F., Yüksel M. C.
2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Türkiye, 25 - 27 Ekim 2017, ss.43, (Özet Bildiri)
2017
201736. Predicting the Maximal Oxygen Uptake Using Deep Learning
AKAY M. F., Abdulkader H.
2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Türkiye, 25 - 27 Ekim 2017, ss.119, (Özet Bildiri)
2017
201737. Development of Novel Maximal Oxygen Uptake Prediction Models for Turkish College Students Using MachineLearning and Exercise Data
AKAY M. F., Çetin E., Yarım İ., Bozkurt Ö., Özçiloğlu M. M.
2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Türkiye, 25 - 27 Ekim 2017, ss.121-125, (Tam Metin Bildiri)
2017
201738. Prediction of Resonant Frequency for Cylindrical Dielectric Resonators Using Support Vector Machine Combinedwith a Feature Selection Algorithm
AKAY M. F., Özçiloğlu M. M.
2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Türkiye, 25 - 27 Ekim 2017, ss.1151, (Özet Bildiri)
2017
201739. Web-based Maximal Oxygen Uptake Calculator Using Multilayer Perceptron and Non-Exercise Data
AKAY M. F., Akça E.
2nd International Mediterranean Science and Engineering Congress (IMSEC 2017), Adana, Türkiye, 25 - 27 Ekim 2017, ss.126, (Özet Bildiri)
2017
201740. Artificial Neural Networks for Predicting the Racing Time of Cross-Country Skiers From Survey-Based Data
ABUT F., AKAY M. F., DANESHVAR S., HEIL D.
IEEE 9th International Conference on Computational Intelligence and Communication Networks (CICN-17), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.117-121, (Tam Metin Bildiri)
2017
201741. Predicting the Maximum Endurance Time for Left-Side Bridge Exercise Using Machine Learning Methods and Hybrid Data
AKAY M. F., Yüksel M., Abut F., Taş F. M., George J.
The 9th International Conference on Computational Intelligence and Communication Networks (CICN 2017), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.96-100, (Tam Metin Bildiri)
2017
201742. Artificial Neural Networks for Predicting the Racing Time of Cross-Country Skiers from Survey-Based Data
AKAY M. F., Abut F., Daneshvar S., Heil D.
9th IEEE International Conference on Computational Intelligence and Communication Networks, Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.1, (Tam Metin Bildiri)
2017
201743. Maximum-Likelihood Feature Selection for Prediction of Maximal Oxygen Uptake Using Support Vector Machines
Abut F., AKAY M. F., George J.
6th Cyprus International Conference on Educational Research (CYICER-2017), Girne, Kıbrıs (Kktc), 3 - 05 Mayıs 2017, ss.1, (Özet Bildiri)
2017
201744. New Prediction Models for the Maximal Oxygen Uptake of College-aged Students Using Non-Exercise Data
AKAY M. F., Çetin E., YArım İ., ÖZÇİLOĞLU M. M.
6th Cyprus International Conference on Educational Research (CYICER-2017), Girne, Kıbrıs (Kktc), 3 - 05 Mayıs 2017, ss.1, (Özet Bildiri)
2017
201745. INVESTIGATING THE EFFECT OF SPORT BRANCH ON PREDICTING THE QUADRICEPS STRENGTH OF ATHLETES USING SUPPORT VECTOR MACHINES
AKAY M. F., Sow B., Çetin E., YArım İ., Daneshvar S.
6th Cyprus International Conference on Educational Research (CYICER-2017), Girne, Kıbrıs (Kktc), 3 - 05 Mayıs 2017, ss.50, (Özet Bildiri)
2017
201746. EXPLORING THE MOTIVATION OF COLLEGE STUDENTS TOWARD ENGLISH MEDIUM INSTRUCTION USING GMDH POLYNOMIAL NETWORK
AKAY M. F., Daneshvar S., Turhan B.
6th Cyprus International Conference on Educational Research (CYICER-2017), Girne, Kıbrıs (Kktc), 3 - 05 Mayıs 2017, ss.1, (Özet Bildiri)
2017
201747. A Case Study for the Application of Artificial Neural Networks in Sports Science Education and Research
AKAY M. F., Taş F. M., George J.
6th Cyprus International Conference on Educational Research (CYICER-2017), Girne, Kıbrıs (Kktc), 3 - 05 Mayıs 2017, ss.1, (Özet Bildiri)
2017
201748. Predicting the Maximum Endurance Time for Left-Side Bridge Exercise Using Machine Learning Methods and Hybrid Data
AKAY M. F., Yuksel M. C., Abut F., Tas F. M., George J.
9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.210-214, (Tam Metin Bildiri)
2016
201649. New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey
AKAY M. F., Abut F., Kaya K., ÇETİN E., YARIM İ.
5th Cyprus International Conference on Educational Research (CYICER), Kyrenia, CYPRUS, 31 Mart - 02 Nisan 2016, cilt.3, ss.11-17, (Tam Metin Bildiri)
2017
201750. Development of Novel Maximal Oxygen Uptake Prediction Models for Turkish College Students Using Machine Learning and Exercise Data
AKAY M. F., ÇETİN E., YARIM İ., Bozkurt O., ÖZÇİLOĞLU M. M.
9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.186-189, (Tam Metin Bildiri)
2016
201651. Development of New Hybrid Admission Decision Prediction Models Using Support Vector Machines Combined with Feature Selection
Yigit G. O., AKAY M. F., Alak H.
5th Cyprus International Conference on Educational Research (CYICER), Kyrenia, CYPRUS, 31 Mart - 02 Nisan 2016, cilt.3, ss.1-10, (Tam Metin Bildiri)
2016
201652. On the Application of Artificial Intelligence and Feature Selection in Sports Science Education and Research: A Case Study
ÖZÇİLOĞLU M. M., AKAY M. F., Heil D.
5th Cyprus International Conference on Educational Research (CYICER), Kyrenia, CYPRUS, 31 Mart - 02 Nisan 2016, cilt.3, ss.256-262, (Tam Metin Bildiri)
2017
201753. Artificial Neural Networks for Predicting the Racing Time of Cross-Country Skiers from Survey-Based Data
Abut F., AKAY M. F., Daneshvar S., Heil D.
9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.117-121, (Tam Metin Bildiri)
2016
201654. Clustering Algorithms on the Performance Measures for a Message Passing Multiprocessor Architecture
AKAY M. F., Zayid R.
Fourth International Symposium on Engineering, Artificial Intelligence and Applications, Girne, Kıbrıs (Kktc), 2 - 04 Kasım 2016, ss.17-18, (Özet Bildiri)
2016
201655. Minimum-Redundancy Maximum-Relevance Feature Selection for Creating New Hybrid Models for Predicting Maximal Oxygen Uptake Using Support Vector Machines
Abut F., AKAY M. F., George J.
Fourth International Symposium on Engineering, Artificial Intelligence and Applications, Girne, Kıbrıs (Kktc), 2 - 04 Kasım 2016, ss.21-22, (Özet Bildiri)
2016
201656. Support Vector Machines for Predicting The Motivation Level of College Students on English Medium Instruction
AKAY M. F., Daneshvar S., Turhan B.
Fourth International Symposium on Engineering, Artificial Intelligence and Applications, Girne, Kıbrıs (Kktc), 2 - 04 Kasım 2016, ss.15-16, (Özet Bildiri)
2016
201657. Predicting the Upper Body Power of Cross Country Skiers Using Support Vector Machines Combined with Correlation-based Feature Subset Selection
Özçiloğlu M. M., AKAY M. F.
Fourth International Symposium on Engineering, Artificial Intelligence and Applications, Girne, Kıbrıs (Kktc), 2 - 04 Kasım 2016, ss.13-14, (Özet Bildiri)
2016
201658. Development of New Maximum Oxygen Uptake Prediction Models For Turkish College Students Using Support Vector Machines and Submaximal Data
AKAY M. F., Çetin E., Yarım İ., Özçiloğlu M. M.
Fourth International Symposium on Engineering, Artificial Intelligence and Applications, Girne, Kıbrıs (Kktc), 2 - 04 Kasım 2016, ss.19-20, (Özet Bildiri)
2016
201659. Development of an Intelligent Internet Traffic Prediction and Forecasting Software
Gürler E., AKAY M. F.
1st International Mediterranean Science and Engineering Congress (IMSEC-2016), Adana, Türkiye, 26 - 28 Ekim 2016, ss.1, (Özet Bildiri)
2016
201660. Predicting the Muscular Endurance Time Using Gene Expression Programming
Alak H., AKAY M. F., George J.
1st International Mediterranean Science and Engineering Congress (IMSEC-2016), Adana, Türkiye, 26 - 28 Ekim 2016, ss.1, (Özet Bildiri)
2016
201661. New Prediction Equations for Estimating the Maximal Oxygen Consumption of College-aged Students Using Hybrid Data
Dinçer Ö. F., AKAY M. F., Çetin E., Yarım İ., Daneshvar S.
1st International Mediterranean Science and Engineering Congress (IMSEC-2016), Adana, Türkiye, 26 - 28 Ekim 2016, ss.1, (Özet Bildiri)
2016
201662. New Regression Models for Predicting the Hamstring Muscle Strength Using Support Vector Machines
Sow B., AKAY M. F., Abut F., Çetin E., Yarım İ., Alak H.
1st International Mediterranean Science and Engineering Congress (IMSEC-2016), Adana, Türkiye, 26 - 28 Ekim 2016, ss.2-5, (Tam Metin Bildiri)
2016
201663. Short Term Voice Traffic Forecast in 3G/UMTS Networks Using Machine Learning and Statistical Methods
Yur Y., AKAY M. F., Abut F.
71st International Conference on Artificial Intelligence and Soft Computing (ICAISC-2016), Barcelona, İspanya, 18 - 19 Ağustos 2016, ss.19-22, (Tam Metin Bildiri)
2016
201664. Support Vector Machines with Individual Combinations of Relief-F and mRMR for Predicting VO2max from Maximal and Questionnaire Data
Abut F., AKAY M. F., George J.
71st International Conference on Artificial Intelligence and Soft Computing (ICAISC-2016), Barcelona, İspanya, 18 - 19 Ağustos 2016, ss.1-4, (Tam Metin Bildiri)
2016
201665. Short Term Voice Traffic Forecast in 3G/UMTS Networks using Machine Learning and Statistical Methods
YUR Y., AKAY M. F., ABUT F.
Intl. Conference on Artificial Intelligence and Soft Computing (ICAISC-16), Barcelona, İspanya, 18 - 19 Ağustos 2016, ss.19-22, (Tam Metin Bildiri)
2016
201666. Network Traffic Forecasting Using Machine Learning and Statistical Regression Methods Combined with Different Time Lags
AKAY M. F., Akgöl D.
71st International Conference on Artificial Intelligence and Soft Computing (ICAISC-2016), Barcelona, İspanya, 18 - 19 Ağustos 2016, ss.1-4, (Tam Metin Bildiri)
2016
201667. Support Vector Machines with Individual Combinations of Relief-F And mRMR for Predicting VO2max from Maximal and Questionnaire Data
ABUT F., AKAY M. F., GEORGE J.
Intl. Conference on Artificial Intelligence and Soft Computing (ICAISC-16), Barcelona, İspanya, 17 - 18 Ağustos 2016, ss.9-13, (Tam Metin Bildiri)
2016
201668. New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey
AKAY M. F., ÇETİN E., YARIM İ., ABUT F., KAYA K.
5th Cyprus International Conference on Educational Research, Girne, Kıbrıs (Kktc), 31 Mart - 02 Nisan 2016, ss.164, (Özet Bildiri)
2016
201669. On the Application Artificial Intelligence and Feature Selection in Sports Science Education and Research A Case Study
Özçiloğlu M. M., AKAY M. F., Heil D.
5th Cyprus International Conference on Educational Research, 1 - 02 Nisan 2016, ss.157, (Özet Bildiri)
2016
201670. On the Application of Artificial Intelligence and Feature Selection in Sports Science Education and Research: A Case Study
AKAY M. F., Özçiloğlu M., Heil D.
5th Cyprus International Conference on Educational Research, Girne, Kıbrıs (Kktc), 31 Mart - 02 Nisan 2016, ss.10-14, (Tam Metin Bildiri)
2016
201671. Development of New Hybrid Admission Decision Prediction Models Using Different Machine Learning Methods Combined with Feature Selection
Özsert Yiğit G., AKAY M. F., Alak H.
5th Cyprus International Conference on Educational Research, Girne, Kıbrıs (Kktc), 31 Mart - 02 Nisan 2016, ss.1-4, (Tam Metin Bildiri)
2016
201672. New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey
AKAY M. F., Çetin E., Yarım İ., Abut F., Kaya K.
5th Cyprus International Conference on Educational Research, Girne, Kıbrıs (Kktc), 31 Mart - 02 Nisan 2016, ss.4-7, (Tam Metin Bildiri)
2016
201673. Predicting the Resonant Frequency and Q-Factor of Cylindrical Dielectric Resonators with Whispering Gallery Modes Using Tree-Structured Regression Methods
ABUT F., AKAY M. F.
Intl. Conference on Natural Science and Engineering (ICNASE-16), Kilis, Türkiye, 19 - 20 Mart 2016, ss.170-176, (Tam Metin Bildiri)
2016
201674. Multilayer Feed-Forward Neural Networks for Predicting the Average Network Latency of a 2-Dimensional Distributed Shared Memory Multiprocessor
AKAY M. F., Zayid E.
International Conference on Natural Science and Engineering (ICNASE?16), Kilis, Türkiye, 19 - 20 Mart 2016, ss.50, (Özet Bildiri)
2016
201675. Performance Comparison of Machine Learning Methods and Different Time Lags for Network Traffic Forecasting
AKGÖL D., AKAY M. F.
International Conference on Natural Science and Engineering, 19 - 20 Mart 2016, ss.177-183, (Tam Metin Bildiri)
2016
201676. Tree Based Methods Combined with Feature Selection for Predicting Upper Body Power of Cross Country Skiers
Mustafa Mikail Ö., AKAY M. F.
International Conference on Natural Science and Engineering, 19 - 20 Mart 2016, ss.184-190, (Tam Metin Bildiri)
2016
201677. Investigating the Effect of Predictor Variables on Admission Decision Using Machine Learning Methods Combined with Feature Selection
ÖZSERT G., AKAY M. F.
International Conference on Natural Science and Engineering, 19 - 20 Mart 2016, ss.191-197, (Tam Metin Bildiri)
2016
201678. Development of New Prediction Models for Maximal Oxygen Uptake Using Artificial Intelligence Methods
Kaya K., AKAY M. F., Çetin E., Yarım İ.
International Conference on Natural Science and Engineering (ICNASE?16), Kilis, Türkiye, 19 - 20 Mart 2016, ss.988-986, (Tam Metin Bildiri)
2016
201679. Predicting the Resonant Frequency and Q-Factor of Cylindrical Dielectric Resonators with Whispering Gallery Modes Using Tree-Structured Regression Methods
AKAY M. F., Abut F.
International Conference on Natural Science and Engineering (ICNASE?16), Kilis, Türkiye, 19 - 20 Mart 2016, ss.170-176, (Tam Metin Bildiri)
2015
201580. Data-driven Prediction of VO2max Based on Maximal and Submaximal Variables Using Support Vector Machines Combined with Feature Selection
ABUT F., AKAY M. F., GEORGE J.
3rd International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA-15), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.10-11, (Özet Bildiri)
2015
201581. Artificial Neural Networks for Predicting the Resonant Frequency and Q-Factor of Whispering Gallery Mode Cylindrical Dielectric Resonators
AKAY M. F., Abut F., Daneshvar S.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.3, (Özet Bildiri)
2015
201582. Support Vector Machines for Prediction of Endurance Times Involving Isometric Side Bridge Exercise Test
Abut F., AKAY M. F., Sow B., George J.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.6, (Özet Bildiri)
2015
201583. Performance Comparison of Different Machine Learning Methods for Network Traffic Forecasting
Akgöl D., AKAY M. F., Yur Y.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.2, (Özet Bildiri)
2015
201584. Support Vector Machines for Prediction of Endurance Times Involving Isometric Side Bridge Exercise Test
ABUT F., AKAY M. F., BOUBACAR S., GEORGE J.
Intl. Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA-15), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.7-9, (Özet Bildiri)
2015
201585. A New Data Reduction Algorithm for Improving the Performance of Support Vector Machines on Maximal Oxygen Uptake Prediction
AÇIKKAR M., AKAY M. F., George J.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.5, (Özet Bildiri)
2015
201586. Data-driven Prediction of VO2max based on Maximal and Submaximal Variables Using Support Vector Machines Combined with Feature Selection
Abut F., AKAY M. F., George J.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.7, (Özet Bildiri)
2015
201587. "Data-Driven Modeling of Quadriceps and Hamstring Muscle Strength Using Support Vector Machines
AKAY M. F., Abut F., Çetin E., Yarım İ., Sow B.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.4, (Özet Bildiri)
2015
201588. New Prediction Models for Upper Body Power of Cross-Country Skiers Using Machine Learning Methods with Minimum-Redundancy Maximum-Relevance Feature Selection Algorithm
Özçiloğlu M., AKAY M. F., Heil D.
Third International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2015), Girne, Kıbrıs (Kktc), 4 - 06 Kasım 2015, ss.1, (Özet Bildiri)
2015
201589. Prediction of maximum endurance times involving five core stabilization exercise assessments
Torrey J., George J., Vehrs P., Reece J., AKAY M. F., Sow B., et al.
Southwest Chapter - American College of Sports Medicine Annual Conference, Newport Beach, Amerika Birleşik Devletleri, 1 - 02 Ekim 2015, ss.135, (Özet Bildiri)
2015
201590. Kros Kayakçılarda Maksimum Oksijen Tüketimine Etki Eden Değişkenlerin Makine Öğrenme ve Nitelik Seçme Algoritmalarıyla Belirlenmesi
Abut F., AKAY M. F.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU2015, Türkiye, 16 - 19 Mayıs 2015, ss.60-63, (Tam Metin Bildiri)
2015
201591. Farklı Makine Öğrenme Yöntemleri Kullanarak Egzersize Dayalı Olmayan Yeni Maksimum Oksijen Tüketim Tahmin Modellerinin Geliştirilmesi
Genç E., AKAY M. F.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU2015, Türkiye, 16 - 19 Mayıs 2015, ss.100-103, (Tam Metin Bildiri)
2015
201592. Submaksimal Veriler Kullanılarak Farkı Makine Ögrenme Yöntemleri İle Maksimum Oksijen Tüketiminin Tahmin Edilmesi
Yıldız İ., AKAY M. F.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU2015, Türkiye, 16 - 19 Mayıs 2015, ss.88-91, (Tam Metin Bildiri)
2015
201593. Nitelik Seçme ile Birleştirilmiş Makine Öğrenme Yöntemleri ile Kros Kayakçıların Üst Vücut Gücünün Tahmin Edilmesi
AKGÖL D., AKAY M. F.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU2015, Türkiye, 16 - 19 Mayıs 2015, ss.52-55, (Tam Metin Bildiri)
2015
201594. Farklı Makine Öğrenme Yöntemleri ile Kros Kayakçılar için Yeni Üst Vücut Gücü Tahmin Modellerinin Geliştirilmesi
Daneshvar S., Abut F., Yıldız İ., AKAY M. F.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU2015, Türkiye, 16 - 19 Mayıs 2015, ss.164-167, (Tam Metin Bildiri)
2015
201595. Kros Kayakçıların Maksimum Oksijen Alımı Tahmini İçin Farklı Regresyon Yöntemlerinin Performans Karşılaştırması
ÖZSERT G., AKAY M. F.
IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SIU2015, Türkiye, 16 - 19 Mayıs 2015, ss.72-75, (Tam Metin Bildiri)
2015
201596. High performance message passing over a parallel multiprocessor architecture
AKAY M. F., Zayid .
8th Engineering and Technology Symposium, Ankara, Türkiye, 14 - 15 Mayıs 2015, ss.1-5, (Tam Metin Bildiri)
2015
201597. Performance comparison of different machine learning methods for prediction of maximal oxygen uptake from submaximal data
AKAY M. F., Abut F., Yıldız İ., George J.
8th Engineering and Technology Symposium, Ankara, Türkiye, 14 - 15 Mayıs 2015, ss.10-15, (Tam Metin Bildiri)
2015
201598. Predicting the processor and channel utilization of a 2-dimensional multiprocessor architecture by using support vector regression combined with feature selection
AKAY M. F., Abut F., ACI Ç., Yıldız İ.
8th Engineering and Technology Symposium, Ankara, Türkiye, 14 - 15 Mayıs 2015, ss.5-10, (Tam Metin Bildiri)
2015
201599. Performance Comparison of Different Machine Learning Methods for Prediction of Maximal Oxygen Uptake from Submaximal Data
ABUT F., AKAY M. F., YILDIZ İ., GEORGE J.
8th Engineering and Technology Symposium (ETS-15), Ankara, Türkiye, 14 - 15 Mayıs 2015, ss.367-370, (Tam Metin Bildiri)
2015
2015100. Predicting the Processor and Channel Utilization of a 2-Dimensional Multiprocessor Architecture by Using Support Vector Regression Combined with Feature Selection
AKAY M. F., ABUT F., ACI Ç., YILDIZ İ.
8th Engineering and Technology Symposium (ETS-15), Ankara, Türkiye, 14 - 15 Mayıs 2015, ss.395-399, (Tam Metin Bildiri)
2015
2015101. Development of New Hybrid Models for Prediction of Maximum Oxygen Uptake Using Machine Learning Methods Combined with Feature Selection
Abut F., AKAY M. F., George J.
1st International Symposium on Sport Science, Engineering and Technology (ISSSET2015), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.1-5, (Tam Metin Bildiri)
2015
2015102. Feature selection for prediction of upper body power of cross-country skiers using different machine learning methods
AKAY M. F., Özçiloğlu M., Abut F.
1st International Symposium on Sport Science, Engineering and Technology (ISSSET2015), Istanbul, 10-13 May 2015., İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.1-5, (Tam Metin Bildiri)
2015
2015103. Feature Selection for Prediction of Upper Body Power of Cross-Country Skiers Using Different Machine Learning Methods
ÖZÇİLOĞLU M. M., ABUT F., AKAY M. F., HEIL D.
Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.82-89, (Tam Metin Bildiri)
2015
2015104. Development of New Models for Predicting Upper Body Power of Cross-Country Skiers Using Machine Learning Methods
Akgöl D., AKAY M. F., Heil D.
1st International Symposium on Sport Science, Engineering and Technology (ISSSET2015), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.5-10, (Tam Metin Bildiri)
2015
2015105. Investigating the Effects of Body Mass Index and Location Variables on the Prediction of Maximal Oxygen Uptake Using Support Vector Machines
ABUT F., GENÇ E., AKAY M. F., GEORGE J.
Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.54-61, (Tam Metin Bildiri)
2015
2015106. Development of New Hybrid Models for Prediction of Maximal Oxygen Uptake Using Machine Learning Methods Combined with Feature Selection
ABUT F., AKAY M. F., GEORGE J.
Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.163-170, (Tam Metin Bildiri)
2015
2015107. Performance Evaluation of Different Classifiers for Predicting the Admission Decision of a Candidate to the School of Physical Education and Sports at Cukurova University
Abut F., AKAY M. F., Turhan I., ÖZSERT G.
1st International Symposium on Sport Science, Engineering and Technology (ISSSET2015), Istanbul, 10 - 13 Mayıs 2015, ss.178-184, (Tam Metin Bildiri)
2015
2015108. Investigating the Effects of Body Mass Index and Location Variables on the Prediction of Maximal Oxygen Uptake Using Support Vector Machines
Genç E., Abut F., AKAY M. F., George J.
1st International Symposium on Sport Science, Engineering and Technology (ISSSET2015), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.15-20, (Tam Metin Bildiri)
2015
2015109. Performance Evaluation of Different Classifiers to Predict the Admission Decision of a Candidate to the School of Physical Education and Sports at Cukurova University
ABUT F., AKAY M. F., TURHAN İ., ÖZSERT G.
Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Türkiye, 10 - 13 Mayıs 2015, ss.178-184, (Tam Metin Bildiri)
2015
2015110. Development of New Upper Body Power Prediction Models for Cross-Country Skiers by Using Different Machine Learning Methods
Daneshvar S., Abut F., Yildiz I., AKAY M. F.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.260-263, (Tam Metin Bildiri)
2015
2015111. Determination of the Variables Affecting the Maximal Oxygen Uptake of Cross-Country Skiers by Using Machine Learning and Feature Selection Algorithms
Abut F., AKAY M. F.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.156-159, (Tam Metin Bildiri)
2015
2015112. Development of New Non-Exercise Maximum Oxygen Uptake Models by Using Different Machine Learning Methods
Genc E., AKAY M. F.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.196-199, (Tam Metin Bildiri)
2015
2015113. Prediction of Maximum Oxygen Uptake with Different Machine Learning Methods by Using Submaximal Data
Yildiz I., AKAY M. F.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.184-187, (Tam Metin Bildiri)
2015
2015114. Performance Comparison of Different Regression Methods for Maximal Oxygen Uptake Estimation of Cross-Country Skiers
Ozsert G., AKAY M. F.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.168-171, (Tam Metin Bildiri)
2015
2015115. Predicting Upper Body Power of Cross-country Skiers Using Machine Learning Methods Combined with Feature Selection
Akgol D., AKAY M. F.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.148-151, (Tam Metin Bildiri)
2014
2014116. Investigating the Effects of Maximum Oxygen Uptake and Maximum Heart Rate Variables on the Prediction of Upper Body Power of Cross-Country Skiers Using Support Vector Machines
AKAY M. F., ABUT F., ŞANLI T. E., HEIL D.
2nd Intl. Symposium on Engineering, Artificial Intelligence and Applications, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.8-9, (Özet Bildiri)
2014
2014117. Predicting the Admission Decision of a Candidate to the School of Physical Education and Sports at Cukurova University by Using Multilayer Perceptron Combined with Feature Selection
AÇIKKAR M., AKAY M. F., Abut F., İşoğlu Ö., İşoğlu Ö.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014), Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014118. Support Vector Machines Combined with Feature Selection for Prediction of Maximal Oxygen Uptake
AKAY M. F., Geroge J., Akgöl D.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014119. Performance Comparison of Different Regression Methods for Maximal Oxygen Uptake Prediction
AKAY M. F., Özsert g., Taş f., George J.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014120. Development of New Non-Exercise Maximal Oxygen Uptake Models by Using Support Vector Machines
AKAY M. F., Özsert G., genç e.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014121. Using support vector machines to predict maximal oxygen uptake with the help of questionnaire variables
AKAY M. F., ABUT F., GEORGE J.
Intl. Symposium on Engineering,Artificial Intelligence and Applications (ISEAIA-14), Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.5-6, (Özet Bildiri)
2014
2014122. Prediction of Upper Body Power of Cross-Country Skiers Using Support Vector Machines Combined with Feature Selection
AKAY M. F., Akgöl D., Turhan İ., heil D.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014123. Artificial Neural Network-based Models for Predicting Maximum Oxygen Uptake from Submaximal Data
AKAY M. F., Özsert g., George J.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014124. Performance Comparison of Different Regression Methods for Predicting the Performance Measures of a Multiprocessor Architecture
AKAY M. F., Zayid E. I. M.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014), North Cyprus, 5 - 07 Kasım 2014, ss.19-20, (Özet Bildiri)
2014
2014125. Prediction of Maximal Oxygen Uptake of Cross-Country Skiers Using Different Regression Methods
AKAY M. F., Abut F., Daneshvar s., Heil d.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014126. Multilayer Perceptron Models for Predicting the Admission Decision of a Candidate to the School of Physical Educatio and Sports at Cukurova University
AKAY M. F., Güler M., AÇIKKAR M.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 Kasım - 07 Ekim 2014, ss.1, (Özet Bildiri)
2014
2014127. Using Support Vector Machines to Predict Maximal Oxygen Uptake with the Help of Questionnaire Variables
AKAY M. F., Abut F., George J.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014128. nvestigating the Effects of Maximum Oxygen Uptake and Maximum Heart Rate Variables on the Prediction of Upper Body Power of Cross-Country Skiers Using Support Vector Machines?
AKAY M. F., aBUT F., Şanlı t., Heil D.
Second International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2014),, Girne, Kıbrıs (Kktc), 5 - 07 Kasım 2014, ss.1, (Özet Bildiri)
2014
2014129. Destek Vektör Makineleri Kullanilarak Submaksimal Verilerden Maksimum Oksijen Tüketiminin Tahmin Edilmesi
AKAY M. F., Özsert G., AÇIKKAR M., George J.
ASYU2014: Akıllı Sistemlerde Yenilikler ve Uygulamaları, İzmir, Türkiye, 8 - 10 Ekim 2014, ss.54-57, (Tam Metin Bildiri)
2014
2014130. Destek Vektör Makineleri ve Nitelik Seçici Algoritma Kullanılarak Maksimum Oksijen Tüketimi Tahmin Modellerinin Geliştirilmesi
AKAY M. F., AKGÖL D., Aktürk E., George J.
ASYU2014: Akıllı Sistemlerde Yenilikler ve Uygulamaları, Türkiye, 8 - 10 Ekim 2014, ss.21, (Tam Metin Bildiri)
2014
2014131. Predicting the Upper Body of Cross-Country Skiers Using Support Vector Machines
AKAY M. F., Daneshvar S., İşoğlu Ö., Heil D.
7th Engineering and Technology Symposium, Ankara, Türkiye, 15 - 16 Mayıs 2014, ss.21-24, (Tam Metin Bildiri)
2014
2014132. Prediction of Maximal Oxygen Uptake Using Multilayer Perceptron Combined with Feature Selection
Aktürk E., AKAY M. F.
7th Engineering and Technology Symposium, Ankara, Türkiye, 15 - 16 Mayıs 2014, ss.3-6, (Tam Metin Bildiri)
2013
2013133. Artificial neural network models for predicting maximum oxygen uptake from submaxiaml exercise involving walking, jogging or running
AÇIKKAR M., AKAY M. F., George J., Delil M., Aktürk E.
EEECS?12, 7th International Symposium on Electrical & Electronics Engineering and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 29 Kasım 2013 - 30 Kasım 2012, ss.17-21, (Tam Metin Bildiri)
2013
2013134. A New Approach for Improving the Performance of Support Vector Machines for Maximal Oxygen Uptake Prediction
AÇIKKAR M., AKAY M. F.
First International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2013), Kıbrıs, Kıbrıs (Kktc), 6 - 08 Kasım 2013, ss.1, (Tam Metin Bildiri)
2013
2013135. Prediction of Upper Body Power of Cross-Country Skiers Using Artificial Neural Networks
AKAY M. F., Daneshvar S.
First International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2013), Kıbrıs, Kıbrıs (Kktc), 6 - 08 Kasım 2013, ss.1, (Tam Metin Bildiri)
2013
2013136. Prediction of Maximal Oxygen Uptake Using Multilayer Perceptron and Multiple Linear Regression Combined with Feature Selection
AKAY M. F., Aktürk E.
First International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2013), Kuzey Kıbrıs, Kıbrıs (Kktc), 6 - 08 Kasım 2013, ss.1, (Tam Metin Bildiri)
2013
2013137. Prediction of Maximal Oxygen Uptake Using Multilayer Perceptron and Multiple Linear Regression Combined with Feature Selection
AKAY M. F., Yücel E., Yücel E., Aktürk E.
First International Symposium on Engineering, Artificial Intelligence & Applications (ISEAIA2013), Kıbrıs, Kıbrıs (Kktc), 6 - 08 Kasım 2013, ss.1, (Tam Metin Bildiri)
2013
2013138. Reliable Attributes Selection Technique for Predicting the Performance Measures of a DSM Multiprocessor Architecture
AKAY M. F., Zayid E.
Reliable Attributes Selection Technique for Predicting the Performance Measures of a DSM Multiprocessor Architecture, Khartoum, Sudan, 26 - 28 Ağustos 2013, ss.1, (Tam Metin Bildiri)
2013
2013139. Using message combining and priority for mproving the performance of distributed shared memory multiprocessor systems
AKAY M. F., Abasıkeleş İ.
Proceedings of the Fourth International Conference on Mathematical and Computational Applications, Manisa, Türkiye, 11 Haziran 2013 - 13 Haziran 2014, ss.212-220, (Tam Metin Bildiri)
2013
2013140. A Congestion Control Algorithm with Intermediate Node Selection Procedure For Performance Improvement of a 2-Dımensıonal Broadcast-Based Multiprocessor Architecture
AKAY M. F., ACI Ç.
Proceedings of the Fourth International Conference on Mathematical and Computational Applications,, Manisa, Türkiye, 11 - 13 Haziran 2013, ss.186-196, (Tam Metin Bildiri)
2013
2013141. Yapay Sinir Ağları Kullanılarak Egzersiz ve Egzersize Dayalı Olmayan Verilerden VO2max Tahmini
AKAY M. F., Kale G., Aktürk E., Tunçdemir A.
21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı SİU2013, Kıbrıs, Kıbrıs (Kktc), 24 - 26 Nisan 2013, ss.1, (Tam Metin Bildiri)
2013
2013142. Egzersiz ve Anket Verileri Kullanarak Yapay Sinir Ağı Tabanli VO2max Tahmin Modelleri
Aktarla E., AKAY M. F., Aktürk E., AÇIKKAR M.
21. Sinyal İşleme ve İletisim Uygulamaları Kurultayı, SIU2013, Türkiye, 24 - 26 Nisan 2013, (Tam Metin Bildiri)
2013
2013143. Egzersiz ve Anket Verileri Kullanarak Yapay Sinir Ağı Tabanlı VO2max Tahmin Modelleri
AKAY M. F., Aktürk E., AÇIKKAR M.
21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SİU2013, Kıbrıs, Kıbrıs (Kktc), 24 - 26 Nisan 2013, ss.1, (Tam Metin Bildiri)
2013
2013144. VO2max Tahmini İçin Farklı Regresyon Yöntemlerinin Performans Karşılaştırması
AKAY M. F., Aktürk E., Kilitçioğlu H.
21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SİU2013, Kıbrıs, Kıbrıs (Kktc), 24 - 26 Nisan 2013, ss.1, (Tam Metin Bildiri)
2013
2013145. Akıllı Regresyon Teknikleri Kullanarak Egzersize Dayalı Olmayan VO2max Tahmini
AKAY M. F., Aktürk E., Güleç M.
21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı SİU2013, Kıbrıs, Kıbrıs (Kktc), 24 - 26 Nisan 2013, ss.1, (Tam Metin Bildiri)
2013
2013146. Yapay Sinir Ağı Kullanarak Submaksimal Egzersiz Testinden VO2max Tahmini
AKAY M. F., Aktürk E., Balıkçı A.
21. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, SİU2013, Kıbrıs, Kıbrıs (Kktc), 24 - 26 Nisan 2013, ss.1, (Tam Metin Bildiri)
2013
2013147. Reliable Attributes Selection Technique for Predicting the Performance Measures of a DSM Multiprocessor Architecture
Zayid E. I. M., AKAY M. F.
International Conference on Computer, Electrical and Electronics Engineering (ICCEEE), Khartoum, Sudan, 26 - 28 Ağustos 2013, ss.208-214, (Tam Metin Bildiri)
2013
2013148. A Congestion Control Algorithm with Intermediate Node Selection Procedure For Performance Improvement of a 2-Dimensional Broadcast-Based Multiprocessor Architecture
ACI Ç., AKAY M. F.
Proceedings of the Fourth International Conference on Mathematical and Computational Applications, Manisa, Türkiye, 01 Ocak 2013, ss.186-196, (Tam Metin Bildiri)
2013
2013149. Intelligent Regression Techniques for Non-Exercise Prediction of VO(2)max
AÇIKKAR M., AKAY M. F., AKTURK E., GULEC M.
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri)
2013
2013150. Performance Comparison of Different Regression Methods for VO(2)max Estimation
Akturk E., AKAY M. F., Kilitcioglu H.
21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013, (Tam Metin Bildiri)
2012
2012151. Artificial neural network models for predicting VO2max from exercise and non-exercise data
AKAY M. F., Aktürk E., Aktürk E., George J.
EEECS?12, 7th International Symposium on Electrical & Electronics Engineering and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 29 - 30 Kasım 2012, ss.2-6, (Tam Metin Bildiri)
2012
2012152. Improving the performance of a 2D multiprocessor architecture using message combining under client-server traffic model
AKAY M. F., Kale G.
EEECS?12, 7th International Symposium on Electrical & Electronics Engineering and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 29 - 30 Kasım 2012, ss.66-71, (Tam Metin Bildiri)
2012
2012153. Artificial neural networks for developing new maximal oxygen uptake prediction models
AKAY M. F., Ghahremanlou N., Aktürk E., George J., Daneshvar S.
EEECS?12, 7th International Symposium on Electrical & Electronics Engineering and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 29 Kasım - 30 Aralık 2012, ss.12-16, (Tam Metin Bildiri)
2012
2012154. Multilayer feed forward neural network models for predicting the performance measures of a message passing multiprocessor architecture
AKAY M. F., Zayid E.
EEECS?12, 7th International Symposium on Electrical & Electronics Engineering and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 29 Kasım 2012 - 30 Mart 2014, ss.22-27, (Tam Metin Bildiri)
2012
2012155. Performance improvement of the two dimensional broadcast-based distributed shared memory multiprocessor systems
AKAY M. F., Abasıkeleş İ.
9th International Conference on Electronics,Computer and Computation (ICECCO 2012), Ankara, Türkiye, 1 - 03 Kasım 2012, ss.149-152, (Tam Metin Bildiri)
2012
2012156. Improving the performance of a 2-Dimensional broadcast-based multiprocessor architecture using congestion control algorithm
AKAY M. F., ACI Ç.
9th International Conference on Electronics, Computer and Computation (ICECCO 2012), Ankara, Türkiye, 1 - 03 Kasım 2012, ss.163-165, (Tam Metin Bildiri)
2012
2012157. Performance Improvement of the Two Dimensional Broadcast-based Distributed Shared Memory Multiprocessor Architecture
Abasikeles I., AKAY M. F.
9th International Conference on Electronics Computer and Computation (ICECCO 2012), Ankara, Türkiye, 1 - 03 Kasım 2012, ss.159-162, (Tam Metin Bildiri)
2012
2012158. Improving the Performance of a 2-Dimensional Broadcast-Based Multiprocessor Architecture Using Congestion Control Algorithm
ACI Ç., AKAY M. F.
9th International Conference on Electronics Computer and Computation (ICECCO 2012), Ankara, Türkiye, 1 - 03 Kasım 2012, ss.163-166, (Tam Metin Bildiri)
2011
2011159. Development of new VO2max prediction models by using artificial neural networks
AKAY M. F., Shokrollahi N., Aktürk E., George J.
2nd International Symposium on Computing in Science and Engineering, Kuşadası, İzmir, Türkiye, 01 Haziran 2011 - 04 Haziran 2012, ss.39-44, (Tam Metin Bildiri)
2011
2011160. Predicting the performance measures of a message passing multiprocessor architecture by using artificial neural networks
AKAY M. F., Zayid E.
2nd International Symposium on Computing in Science and Engineering, İzmir, Türkiye, 1 - 04 Haziran 2011, ss.53-58, (Tam Metin Bildiri)
2010
2010161. Artificial neural network-based model for predicting VO2max from a hybrid exercise test
AKAY M. F., Zayid E., George J., Aktürk E., Kale G., Aktürk E.
EECS'10, 6th International Symposium on Electrical and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 25 - 26 Kasım 2010, ss.16-20, (Tam Metin Bildiri)
2010
2010162. Çimento Tabanli Yapilarin Mikrodalga Yansima ve Kirilma Özelliklerinin Ölçülmesi ve Incelenmesi
AKAY M. F., Kharkovsky S. N., Hasar U. C., Atiş C.
Elektrik-Elektronik-Bilgisayar Mühendisligi 9.Ulusal Kongresi ve Fuari,, Kocaeli, Türkiye, 28 Eylül - 01 Kasım 2010, ss.277-281, (Tam Metin Bildiri)
2009
2009163. SOME Bus Mimarisi Üzerinde Mesaj Geçisi Protokolünün Başarımını Arttırmaya Yönelik Bir Algoritma
ACI Ç., AKAY M. F.
I. Ulusal Yüksek Başarım ve Grid Konferansı, Türkiye, 15 - 18 Nisan 2009, ss.147-154, (Tam Metin Bildiri)
2009
2009164. SOME-Bus Mimarisi Üzerinde Mesaj Geçişi Protokolünün Başarımını Arttırmaya Yönelik Bir Algoritma
AKAY M. F., ACI Ç.
I. Ulusal Yüksek Başarım ve Grid Konferansı, Ankara, Türkiye, 15 - 18 Nisan 2009, ss.147-154, (Tam Metin Bildiri)
2009
2009165. Dağıtık Ortak Hafızalı Çoklu Mikroişlemcilere Sahip Optik Tabanlı Mimari Üzerinde Dizin Protokollerinin Başarım Çözümlemesi
AKAY M. F., Abasıkeleş İ.
I. Ulusal Yüksek Başarım ve Grid Konferansı, Ankara, Türkiye, 15 - 19 Nisan 2009, ss.31-42, (Tam Metin Bildiri)
2009
2009166. Dagıtık Ortak Hafızalı Çoklu Mikroişlemcilere Sahip Optik Tabanlı Mimari Üzerinde Dizin Protokollerinin Basarim Çözümlemesi
Abasıkeleş I., AKAY M. F.
I. Ulusal Yüksek Başarım ve Grid Konferansı, Türkiye, 15 - 18 Nisan 2009, (Tam Metin Bildiri)
2009
2009167. SOME-Bus Mimarisi Üzerinde Mesaj Geçişi Protokolünün Başarımını Artırmaya Yönelik Bir Algoritma
ACI Ç., AKAY M. F.
I. Ulusal Yüksek Başarım ve Grid Konferansı, Ankara, Türkiye, 01 Ocak 2009, ss.147-154, (Tam Metin Bildiri)
2008
2008168. Performance Evaluation of Directory Protocols on an Optical Interconnection Network Supporting Distributed Shared Memory
AKAY M. F., Abasıkeleş İ.
EECS'08, 5th International Symposium on Electrical and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 27 - 28 Kasım 2008, ss.1, (Tam Metin Bildiri)
2008
2008169. Multilayer Feed Forward Neural Network Models for Non-Exercise Prediction of VO2max
AKAY M. F., ACI Ç., Bradshaw D., George J.
ECS'08, 5th International Symposium on Electrical and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 27 - 28 Kasım 2008, ss.1, (Tam Metin Bildiri)
2008
2008170. Predicting the admission decision of a candidate to the School of Physical Education and Sports at Cukurova University bu using artificial neural networks
AÇIKKAR M., AKAY M. F.
EECS'08, 5th International Symposium on Electrical and Computer Systems, Gemikonağı, Kıbrıs (Kktc), 27 - 28 Kasım 2008, ss.1, (Tam Metin Bildiri)
2008
2008171. DESTEK VEKTÖR MAKİNELERİ İLE BEDEN EĞİTİMİ VE SPOR YÜKSEKOKULUNA GİRİŞ İÇİN BAŞVURAN ADAYLARIN BAŞARI DURUMLARININ TAHMİNİ
AKAY M. F., Mendi S., AÇIKKAR M.
Ç.Ü. Müh-Mim. Fak. 30. Yıl Sempozyumu,, Adana, Türkiye, 16 - 17 Ekim 2008, ss.1, (Tam Metin Bildiri)
2008
2008172. Some Bus Mimamiris Üzerinde İki Farklı Dizin Protokolünün Performans Analizi
Abasıkeleş I., AKAY M. F.
Ç.Ü. Müh-Mim. Fak. 30. Yil Sempozyumu, Türkiye, 16 - 17 Ekim 2008, (Tam Metin Bildiri)
2008
2008173. Genelleştirilmiş Regresyon Ağları Kullanarak Egzersize Dayalı Olmayan VO2max Tahmini
ACI Ç., AKAY M. F.
Ç.Ü. Müh-Mim. Fak. 30. Yil Sempozyumu, Türkiye, 16 - 17 Ekim 2008, (Tam Metin Bildiri)
2008
2008174. SOME-BUS MİMARİSİ ÜZERİNDE İKİ FARKLI DİZİN PROTOKOLÜNÜN PERFORMANS ANALİZİ
AKAY M. F., Abasıkeleş i.
Ç.Ü. Müh-Mim. Fak. 30. Yıl Sempozyumu,, Adana, Türkiye, 16 - 17 Ekim 2008, ss.1, (Tam Metin Bildiri)
2008
2008175. Destek Vektör Makineleri ile Beden Eğitimi ve Spor Yüksekokuluna Giriş İçin Başvuran Adayların Başarı Durumlarının Tahmini
Mendi S., AKAY M. F., AÇIKKAR M.
Ç.Ü. Müh-Mim. Fak. 30. Yil Sempozyumu, Türkiye, 16 - 17 Ekim 2008, (Tam Metin Bildiri)
2008
2008176. Performance Evaluation of Different Directory Protocols on the Simultaneous Optical Multiprocessor Exchange Bus
AKAY M. F., Abasıkeleş İ.
OPNETWORK 2008, Washington Dc, Amerika Birleşik Devletleri, 25 - 29 Ağustos 2008, ss.1-5, (Tam Metin Bildiri)
2008
2008177. Genelleştirilmiş Regresyon Ağlari Kullanarak Egzersize Dayalı Olmayan VO2max Tahmini
ACI Ç., AKAY M. F.
Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30.yıl sempozyumu, Adana, Türkiye, 02 Mayıs 2008, ss.17-20, (Tam Metin Bildiri)
2007
2007178. Performance evaluation of a broadcast-based distributed shared memory multiprocessor by OPNET Modeler
AKAY M. F., Katsinis C.
OPNETWORK 2007, Washington, Amerika Birleşik Devletleri, 26 - 27 Ağustos 2007, ss.1, (Tam Metin Bildiri)
2007
2007179. Performance Evaluation of Different Directory Protocols on the Simultaneous Optical Multiprocessor Exchange Bus
AKAY M. F., Abasıkeleş İ.
OPNETWORK 2008, Washington, Amerika Birleşik Devletleri, 25 Ağustos 2007 - 27 Ağustos 2014, ss.1, (Tam Metin Bildiri)
2007
2007180. Internet üzerinden ses transferi için ileri hata düzeltme tekniğinin performans analizi
AKAY M. F.
ITUSEM 2007, Adana, Türkiye, 1 - 04 Ocak 2007, ss.1, (Tam Metin Bildiri)
2001
2001181. Çimento Tabanlı Yapıların Mikrodalga Yansıma ve Kırılma Özelliklerinin Ölçülmesi ve İncelenmesi
Kharkovsky S. N., AKAY M. F., Hasar U. C., Atış C. D.
Elektrik-Elektronik-Bilgisayar Mühendisliği 9.Ulusal Kongresi ve Fuarı, Türkiye, 16 - 18 Ekim 2001, ss.277-281, (Tam Metin Bildiri)
2001
2001182. A Measurement System for the Determination of the Concrete Quality by Using Microwave Techniques
AKAY M. F., Kharkovsky S. N., Hasar U., Atiş C.
NIMIA-SC2001 - 2001 NATO Advanced Study Institute on Neural Networks for Instrumentation, Measurement, and Related Industrial Applications: Study Cases, Crema, İtalya, 9 - 20 Ekim 2001, ss.1, (Tam Metin Bildiri)
2001
2001183. Numerical modelling of whispering gallery modes in parallel-plates type cylindrical anisotropic dielectric resonators
AKAY M. F., Prokopenko Y., Kharkovsky S. N.
IEEE Antennas and Propogation Society International Symposium,, Boston, Amerika Birleşik Devletleri, 8 - 13 Temmuz 2001, ss.600-603, (Tam Metin Bildiri)
2001
2001184. Measurement and Monitoring of Microwave Reflection and Transmission Properties of Cement-Based Specimens
AKAY M. F., Kharkovsky S. N., Hasar U., Atış C. D.
Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference (IMTC/2001), Budapeşte, Macaristan, 21 - 23 Mayıs 2001, ss.513-518, (Tam Metin Bildiri)
2001
2001185. Measurement and Monitoring of Microwave Reflection Properties of Cement-Based Materials for Propagation Modeling
AKAY M. F., Kharkovsky S. N., Hasar U., Atış C.
4th European Personal Mobile Communications Conference (EPMCC 2001), Vienna, Avusturya, 20 - 22 Şubat 2001, ss.1, (Tam Metin Bildiri)
2001
2001186. Whispering gallery mode dielectric resonators for the millimeter wave near field sensing applications
AKAY M. F., Prokopenko Y., Kharkovsky N.
Physics and Engineering of Millimeter and Submillimeter Waves,, Kharkow, Ukrayna, 1 - 03 Ocak 2001, ss.699-701, (Tam Metin Bildiri)
2001
2001187. Measurement and monitoring of microwave reflection and transmission properties of cement-based materials for propagation modeling
Kharkovsky S. N., Hasar U., Akay M. F., Atış C.
53rd IEEE Vehicular Technology Conference (VTC), RHODES, Yunanistan, 6 - 09 Mayıs 2001, ss.1202-1206, (Tam Metin Bildiri)
2001
2001188. An automated amplitudes-only measurement system for permittivity determination using free-space method
Akay M. F., Kharkovsky S. N., Hasar U.
18th IEEE Instrumentation and Measurement Technology Conference (IMTC/2001), Budapest, Macaristan, 21 - 23 Mayıs 2001, ss.503-506, (Tam Metin Bildiri)
2000
2000189. Boşluk Uzay Yöntemini Kullanarak Malzemelerin Dielektrik Sabitlerini Belirlemek için Önerilen Otomatik Ölçme Sistemi
AKAY M. F., Kharkovsky S.
Elektrik-Elektronik-Bilgisayar Mühendisliği Sempozyumu (ELECO?2000), Bursa, Türkiye, 12 Kasım 2000, ss.82-84, (Tam Metin Bildiri)
Kitaplar
2017
20171. Prediction of Upper Body Power of Cross-Country Skiers Using Machine Learning Methods Combined with Feature Selection Algorithms
Özçiloğlu M. M., AKAY M. F.
Dissertation.com, Boca Raron, Florida, 2017
2016
20162. Predicting the Admission Decision of Models
Özsert Yiğit G., AKAY M. F.
Amazon.com books , Saarbrücken, 2016
2015
20153. Developing VO2max Prediction Models Using Machine Learning Methods
AÇIKKAR M., AKAY M. F.
Amazon.com books , New York City, 2015
2015
20154. Prediction of Vo2max With Submaximal and Questionnaire Variables: Using different regression methods
AKAY M. F., Yücel E.
Amazon.com books , Saarbrücken, 2015
2014
20145. PERFORMANCE EVALUATION OF DIRECTORY-BASED CACHE COHERENCE PROTOCOLS ON AN OPTICAL INTERCONNECTION NETWORK SUPPORTING DISTRIBUTED SHARED MEMORY
AKAY M. F., Abasıkeleş İ.
Amazon.com books , New York City, 2014
2013
20136. Performance Improvement Of The 2D Broadcast-based DSM Systems
AKAY M. F., Abasıkeleş İ.
Amazon.com books , New York City, 2013
Desteklenen Projeler
2017 - Devam Ediyor
2017 - Devam EdiyorDört Egzersiz Türü için Dayanaklılık Süresinin Makine Öğrenme Yöntemleri Kullanılarak Tahmin Edilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Taş F. M.
2019 - 2024
2019 - 2024Makine Öğrenmesi ve Derin Öğrenme ile Bitcoin Fiyat Tahmini
Yükseköğretim Kurumları Destekli Proje , BAP Doktora
AKAY M. F. (Yürütücü), Kervancı İ. S.
2017 - 2024
2017 - 2024Prediction of Upper Body Power of CrossCountry Skiers Using Machine Learning Methods Combined with Feature Selection Algorithms
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), ÖZÇİLOĞLU M. M., Daneshvar S.
2019 - 2021
2019 - 2021Döviz Kuru Oranlarının Zaman Serisi Tahmini için Derin Öğrenme
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Al-Asadi M. J. S.
2018 - 2021
2018 - 2021Makine Öğrenimi ve Derin Öğrenme ile Elektrik Piyasa Takas Fiyatının Tahmini
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Yanar A.
2018 - 2021
2018 - 2021Makine Öğrenmesi Yöntemleri ile Kros Kayakçıların Performansının Tahmin Edilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Doktora
AKAY M. F. (Yürütücü), Daneshvar S.
2019 - 2020
2019 - 2020Makine Öğrenmesi / Derin Öğrenme ve Görüntü İşleme ile Kumaş Hatalarını Tespit Eden Yazılımın Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Nawaf A. M.
2018 - 2019
2018 - 2019Zaman Serili Çok Katmanlı Algılayıcı ve Zaman Gecikmeleri Kullanılarak İnternet Trafik Tahmini Yazılımı Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Yüksel M. C.
2016 - 2019
2016 - 2019
Ülkemiz Sporcuları için Yapay Zeka ve İstatistiksel Yöntemler Kullanılarak Maksimum Oksijen Tüketimi (VO2max) Tahmin Modellerinin Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Araştırma Projesi
AKAY M. F. (Yürütücü), ÇETİN E., YARIM İ., Abut F., KOYUNCU B., ÖZÇİLOĞLU M. M.
2017 - 2018
2017 - 2018Developing new VO2max prediction models from maximal submaximal and questionnaire variables using support vector machines combined with feature selection
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), Daneshvar S.
2016 - 2018
2016 - 2018Prediction of VO2max with Submaximal and Questionnaire Variables: Using Different Regression Methods
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), Daneshvar S.
2017 - 2017
2017 - 2017Predicting the Maximum Endurance Time for LeftSide Bridge Exercise Using Machine Learning Methods and Hybrid Data
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü)
2017 - 2017
2017 - 2017INVESTIGATING THE EFFECT OF SPORT BRANCH ON PREDICTING THE QUADRICEPS STRENGTH OF ATHLETES USING SUPPORT VECTOR MACHINES
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü)
2016 - 2017
2016 - 2017Identifying the discriminative predictors of upper body power of crosscountry skiers using support vector machines combined with feature selection
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), ÖZÇİLOĞLU M. M., Daneshvar S.
2016 - 2017
2016 - 2017Türkiyede Servis Veren Üçüncü Nesil Mobil İletişim Şebekesi için Makine Ögrenimi Yöntemleri Kullanılarak Trafik Tahmin Modellerinin Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Yur Y.
2015 - 2017
2015 - 2017Nitelik Seçme ile Birleştirilmiş Farklı Makine Öğrenme Yöntemleri ile VO2max Tahmini İçin Yeni Hibrid Modellerin Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Doktora
AKAY M. F. (Yürütücü), Abut F.
2016 - 2016
2016 - 2016(2 adet bildiri) 1 Predicting the Upper Body Power of Cross Country Skiers Using Support Vector Machines Combined with Correlation based Feature Subset Selection 2 Clustering Algorithms on the Performance Measures for a Message Passing Multiprocessor Architecture
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü)
2016 - 2016
2016 - 2016New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü)
2015 - 2016
2015 - 2016Farklı Zaman Gecikmeleri ile Birleştirilmiş Makine Öğrenme Yöntemleri ile İnternet Trafik Tahmin Modellerinin Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Akgöl D.
2015 - 2016
2015 - 2016PREDICTING THE PERFORMANCE MEASURES OF A 2DIMENSIONAL MESSAGE PASSING MULTIPROCESSOR ARCHITECTURE BY USING MACHINE LEARNING METHODS
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), Daneshvar S., Özsert Yiğit G., Kaya K.
2015 - 2016
2015 - 2016Kros Kayakçıların Üst Vücut Gücünün Nitelik Seçme ile Birleştirilmiş Makine Öğrenme Yöntemleri ile Tahmin Edilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Doktora
AKAY M. F. (Yürütücü), Özçiloğlu M.
2015 - 2016
2015 - 2016A hybrid congestion control algorithm for broadcastbased architectures with multiple input queues
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), Daneshvar S., Abut F., AÇIKKAR M.
2015 - 2016
2015 - 2016Farklı Makine Öğrenme Yöntemleri ve Nitelik Seçme Algoritmaları Kullanılarak Çukurova Üniversitesi Beden Eğitimi ve Spor Okuluna Alınacak Adayların Kabul Kararının Belirlenmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Özsert G.
2015 - 2015
2015 - 2015Prediction of upper body power of cross country skiers using support vector machines
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), AÇIKKAR M., Abut F., Daneshvar S.
2014 - 2015
2014 - 2015Farklı Makine Öğrenme Algoritmaları Kullanarak Çukurova Üniversitesi Beden Eğitimi ve Spor Okuluna Alınacak Adayların Kabul Kararının Belirlenmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Turhan İ.
2014 - 2015
2014 - 2015Performance Improvement Of The 2D Broadcast-based DSM Systems
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), Daneshvar S.
2013 - 2015
2013 - 2015Makine Öğrenme Yöntemleri Kullanılarak Egzersize Dayalı Olmayan , Submaksimal ve Hibrit Değişkenlerden Maksimum Oksijen Tüketimi Tahmin Modellerinin Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Doktora
AKAY M. F. (Yürütücü)
2014 - 2014
2014 - 2014Performance Evaluation Of DirectoryBased Cache Coherence Protocols On An Optical Interconnection Network Supporting Distributed Shared Memory
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü)
2014 - 2014
2014 - 2014Predicting the performance measures of a message passing multiprocessor architecture by using artificial neural networks
Yükseköğretim Kurumları Destekli Proje , BAP Diğer
AKAY M. F. (Yürütücü), Daneshvar S.
2014 - 2014
2014 - 2014FARKLI REGRESYON YÖNTEMLERİ İLE CROSS-COUNTRY KAYAKÇILARIN ÜST VÜCUT GÜCÜ VE MAKSİMUM OKSİJEN TÜKETİMİNİN TAHMİN EDİLMESİ
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Daneshvar S.
2014 - 2014
2014 - 2014SUBMAKSİMAL VE ANKET DEĞİŞKENLERİ İLE FARKLI REGRESYON MODELLERİ KULLANARAK MAKSİMUM OKSİJEN TÜKETİMİNİN (VO2max) TAHMİN EDİLMESİ
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü), Yücel E.
2013 - 2014
2013 - 2014Yapay Sinir Ağları Kullanarak Maksimum Oksijen Tüketimini (VO2max) Tahmin Eden Web Tabanlı Yazılım Geliştirilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Araştırma Projesi
AKAY M. F. (Yürütücü)
2013 - 2014
2013 - 2014Makine Öğrenme Yöntemleri ve Nitelik Seçici Algoritmalar Kullanarak Maksimum Oksijen Tüketiminin Tahmin Edilmesi
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
AKAY M. F. (Yürütücü)