Prof. Dr. MEHMET FATİH AKAY

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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)

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) Sürdürülebilir Kalkınma

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)

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)

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) Sürdürülebilir Kalkınma

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)

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) Sürdürülebilir Kalkınma

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)

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) Sürdürülebilir Kalkınma

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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) Sürdürülebilir Kalkınma

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)

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)

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)

Diğer Dergilerde Yayınlanan Makaleler

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 (Hakemli Dergi)

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)

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)

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)

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 (Hakemli Dergi)

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)

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 (Hakemli Dergi)

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 (Hakemli Dergi)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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 (Hakemli Dergi)

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)

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) Sürdürülebilir Kalkınma

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 Sürdürülebilir Kalkınma

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

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

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

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

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

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

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

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

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

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

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

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

"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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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