Metrikler
Yayın
99
Açık Erişim
2
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
2014 - 2017
2014 - 2017Doktora
Çukurova Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği, Türkiye
2013 - 2014
2013 - 2014Doktora
Rheinisch-Westfaelische Technische Hochschule Aachen, Bilgisayar Bilimi, Almanya
2008 - 2010
2008 - 2010Yüksek Lisans
Fachhochschule Bonn Rhein Sieg, Bilgisayar Bilimi, Almanya
2005 - 2008
2005 - 2008Lisans
Fachhochschule Bonn Rhein Sieg, Bilgisayar Bilimi, Almanya
Yaptığı Tezler
2017
2017Doktora
Development of new hybrid models for prediction of VO2max using machine learning methods combined with feature selection algorithms
Çukurova Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği
2010
2010Yüksek Lisans
Messen von Internet-Bandbreite: Metriken, Methoden und Tools
Fachhochschule Bonn Rhein Sieg, Bilgisayar Bilimi
Yabancı Diller
C2 Ustalık
C2 UstalıkAlmanca
C1 İleri
C1 İleriİngilizce
Sertifika, Kurs ve Eğitimler
2016
2016Operational Efficiencies of Multi-Link Capabilities
Bilişim
Atheniem Ltd.
2015
2015ISO/IEC 12207 - Systems and software engineering / Software life cycle processes
Bilişim
NITELIK Software Consultancy
2012
2012IPv6 Deployment on Internet Service Providers Networks - Strategies for the Migration
Bilişim
ExperTeach Networking GmbH
2007
2007Cisco Certified Network Associate (CCNA) Training Series 1, 2, 3 and 4
Bilişim
Fachhochschule Bonn Rhein Sieg
Araştırma Alanları
Kablosuz İletişim
Bilgi Güvenliği ve Güvenilirliği
Bilgisayar Ağları
Haberleşme ve Ağ Protokolleri
Veri Yönlendirme
Ağ Mimarisi
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Akademik Ünvanlar / Görevler
2021 - Devam Ediyor
2021 - Devam EdiyorDoç. Dr.
Çukurova Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2020 - 2021
2020 - 2021Dr. Öğr. Üyesi
Çukurova Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2017 - 2020
2017 - 2020Dr. Öğr. Üyesi
Adana Alparslan Türkeş Bilim Ve Teknoloji Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
2009 - 2010
2009 - 2010Araştırma Görevlisi
Fachhochschule Bonn Rhein Sieg, Bilgisayar Bilimi
Yönetimsel Görevler
2020 - Devam Ediyor
2020 - Devam EdiyorBölüm Başkan Yardımcısı
Çukurova Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2018 - 2020
2018 - 2020Koordinatör
Adana Bilim Ve Teknoloji Üniversitesi, Rektörlük, Sosyal Desktek (SODES) Programı Koordinatörlüğü
Akademi Dışı Deneyim
2021 - Devam Ediyor
2021 - Devam EdiyorAkademik Danışman
Şirket, Nano Bilgisayar ve İletisim Hiz. San. ve Tic. Ltd., Tümleşik Bulut Santral Projesi, Akademik Danışman
2020 - Devam Ediyor
2020 - Devam EdiyorAkademik Danışman
Şirket, Hızlı Bilişim Teknolojileri AŞ, Web Tabanlı Yeni Nesil E-Dönüşüm Portalı, Akademik Danışman
2020 - Devam Ediyor
2020 - Devam EdiyorAkademik Danışman
Şirket, Kent Yazılım Bilişim ve İletişim Teknolojileri San. Tic. Ltd. Şti., Bulut Tabanlı, E-Devlet Servislerine Entegreli, Yeni Nesil Belediye Otomasyon Yazılımının Geliştirilmesi, Akademik Danışman
2015 - 2017
2015 - 2017Araştırmacı
Diğer Kamu Kurumu, TÜBİTAK Savunma Sanayii Araştırma ve Geliştirme Enstitüsü SAGE, Yazılım Birimi, Araştırmacı
2011 - 2014
2011 - 2014Araştırmacı
Kamu Kurumu, Fraunhofer Institute for Communication, Information Processing and Ergonomics FKIE, Department of Communication Systems, Araştırmacı
Verdiği Dersler
Yüksek Lisans
Yüksek Lisans
Network Management and Administration
Network Security
Ağ Güvenliği
Higher Layer Network Protocols
Lisans
Lisans
Network Management and Administration
Cyber Security
Algorithms
Internet Communication
Network Security
Network Programming
Graduation Project
Web Design and Programming
Software Engineering
Computer Networks
Introduction to Programming
Object-oriented Programming
Software Engineering
Introduction to Algorithms and Programming
Yönetilen Tezler
Devam Ediyor
Devam EdiyorYüksek Lisans
Anomaly-Based Intrusion Detection Using Machine Learning Methods
Abut F. (Danışman)
Ş.OSMAN(Öğrenci)
Devam Ediyor
Devam EdiyorYüksek Lisans
Shellcode Attack Detection from Network Traffic Data Using Machine Learning Methods
Abut F. (Danışman)
İ.ALKANATRI(Öğrenci)
Devam Ediyor
Devam EdiyorYüksek Lisans
Detecting Cardiovascular Disease Using Machine Learning Methods
Abut F. (Danışman)
M.ELSELLUM(Öğrenci)
2022
2022Yüksek Lisans
Predicting COVID-19 Infection Using Machine Learning and Feature Selection Methods
Abut F. (Danışman)
U.Ahmet(Öğrenci)
Makaleler
Tümü (39)
SCI-E, SSCI, AHCI (15)
SCI-E, SSCI, AHCI, ESCI (16)
ESCI (2)
Scopus (19)
TRDizin (16)
Diğer Yayınlar (9)
2025
20251. 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)
2025
20252. Design and Implementation of a Reconfigurable Test Environment for Network Measurement Tools Based on a Control and Management Framework
Abut F., Kızıldağ M.
APPLIED SCIENCES , cilt.15, sa.1, ss.1-22, 2025 (SCI-Expanded)
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. Harnessing AI for Health: Optimized Neural Network Models for Resting Metabolic Rate Prediction
ABUT F., Akca E., Fatih Akay M., Irmak M., Irmak M., Adiguzel Y.
IEEE Access
, 2024 (SCI-Expanded, Scopus)
2023
20235. Non-exercise-based racing time prediction of cross-country skiers using machine learning methods combined with Relief-F feature selection
Abut F., Akay M., Daneshvar S., Özcan A., Heil D.
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS. PART P, JOURNAL OF SPORTS ENGINEERING AND TECHNOLOGY , cilt.0, sa.0, ss.1-14, 2023 (SCI-Expanded, Scopus)
2023
20236. Development of a Neural Network Algorithm for Estimating the Makespan in Jobshop Production Scheduling
Yıldız İ., Saygın A., Çolak S., Abut F.
TEHNICKI GLASNIK-TECHNICAL JOURNAL , cilt.40, sa.4, ss.1257-1264, 2023 (SCI-Expanded, ESCI)
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. 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
202210. Predicting COVID-19 Infection Using Machine Learning Methods Combined with Feature Selection
Çetin U. A., Abut F.
Avrupa Bilim ve Teknoloji Dergisi , cilt.37, ss.52-58, 2022 (TRDizin)
2022
202211. 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
202212. A Survey of Recent Studies on COVID-19 Outbreak Prediction Using Statistical and Machine Learning Methods
Çetin U. ,., Abut F.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi
, cilt.11, sa.3, ss.484-495, 2022 (TRDizin)
2022
202213. 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)
2022
202214. Türkiye'de Mutluluk Düzeyini Etkileyen Faktörlerin Makine Öğrenme ve Nitelik Seçme Algoritmaları ile Belirlenmesi
Yıldız İ., Abut F.
Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi
, cilt.11, sa.1, ss.1-9, 2022 (Hakemli Dergi)
2021
202115. 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
202116. 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
202117. 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)
2020
202018. Data-Driven Modelling and Prediction of CoAP Throughput in a Grid Network Topology
Demir A. K., Abut F.
El-Cezeri Fen ve Mühendislik Dergisi
, cilt.7, sa.1, ss.295-303, 2020 (Scopus, TRDizin)
2020
202019. FACEST: feedback-assisted estimation of end-to-end capacity in IP-based communication networks
ABUT F.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.28, sa.4, ss.1803-1823, 2020 (SCI-Expanded, Scopus, TRDizin)
2020
202020. mlCoCoA: a machine learning-based congestion control for CoAP
Demir A. K., ABUT F.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.28, sa.5, ss.2863-2882, 2020 (SCI-Expanded, Scopus, TRDizin)
2019
201921. User-level Performance Evaluation of VoIP under Different Background TCP Traffic Conditions in ns-2
ABUT F.
European Journal of Science and Technology , cilt.16, ss.638-645, 2019 (TRDizin)
2019
201922. 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)
2019
201923. A distributed measurement architecture for inferring TCP round-trip times through passive measurements
Abut F.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.27, sa.3, ss.2106-2120, 2019 (SCI-Expanded)
2018
201824. Comparison of CoAP and CoCoA Congestion Control Mechanisms in Grid Network Topologies
DEMİR A. K., ABUT F.
Gümüşhane University Journal of Science and Technology Institute , ss.53-60, 2018 (TRDizin)
2018
201825. Through the Diversity of Bandwidth-Related Metrics, Estimation Techniques and Tools: An Overview
Abut F.
International Journal of Computer Network and Information Security , cilt.10, sa.8, ss.1-16, 2018 (Scopus)
2018
201826. An Experimental Evaluation of Tools for Estimating Bandwidth-Related Metrics
Abut F., Leıschner M.
International Journal of Computer Network and Information Security , cilt.10, sa.8, ss.1-11, 2018 (Scopus)
2018
201827. 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)
2017
201728. 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
201729. 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
201730. 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
201631. 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
201632. 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
201633. 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
201634. 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
201635. 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
201536. 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
201537. 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
201538. 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)
2012
201239. Towards a Generic Classification and Evaluation Scheme for Bandwidth Measurement Tools
ABUT F.
Signals and Telecommunication Journal , cilt.1, sa.2, ss.78-88, 2012 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2022
20221. 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
20222. 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
20223. Predicting COVID-19 Infection Using Machine Learning Methods Combined with Feature Selection
Çetin U. A., Abut F.
5th International Symposium on Innovative Approaches in Smart Technologies, Ankara, Türkiye, 28 - 29 Mayıs 2022, ss.38, (Özet Bildiri)
2022
20224. 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
20215. 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
20216. 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
20217. 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
20218. 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
20219. 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
202110. 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
202111. 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
202112. 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
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. 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
202115. 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
202116. 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
202117. 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
202118. 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
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. 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
202121. 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
202122. 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
202123. 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
202024. Monetary Value Ordering Heuristic Approach for Cascade Hydropower Plants Dispatching with Downstream Requirements
KAVAK A. F., KORKMAZ O., ÇİMEN E. B., ABUT F., AKAY M. F., ERDEM S.
5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Türkiye, 21 - 23 Ekim 2020, ss.320-328, (Tam Metin Bildiri)
2020
202025. Designing a New IoT Modem with Low Power Consumption and 4G LTE Support
KUVVET S., ABUT F., AKAY M. F., ERDEM S., KILIÇ M. F.
5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Türkiye, 21 - 23 Ekim 2020, ss.165-169, (Tam Metin Bildiri)
2020
202026. A Recent Survey of Studies on Wind Power Forecasting Using Statistical and Machine Learning Methods
DEMİRKAN O., ABUT F., AKAY M. F., ERDEM S., AKAR Ö.
5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Türkiye, 21 - 23 Ekim 2020, ss.263-267, (Tam Metin Bildiri)
2020
202027. C-Archive: Kurumsal İçerik Yönetimi için Yeni Bir Uygulama
UZUN O., TARTUK M., NURDAĞ F. T., ABUT F., AKAY M. F., ERDEM S.
5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Türkiye, 21 - 23 Ekim 2020, ss.140-143, (Tam Metin Bildiri)
2020
202028. VIVID: A New Virtual Assistant for People with Visual Impairments
AYANA Ö., ABUT F.
5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Türkiye, 21 - 23 Ekim 2020, ss.159-164, (Tam Metin Bildiri)
2019
201929. Effects of Interrupt Coalescence on Estimation of Available Bandwidth Using Single-End Active Probing
ABUT F.
Intl. Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA-19), Girne, Kıbrıs (Kktc), 6 - 08 Mart 2019, ss.33-34, (Özet Bildiri)
2018
201830. Data-Driven Modelling and Prediction of CoAP Throughput in a Grid Network Topology
DEMİR A. K., ABUT F.
Cilicia Intl. Symposium on Engineering and Technology (CISET-18), Mersin, Türkiye, 24 - 27 Ekim 2018, ss.69-73, (Tam Metin Bildiri)
2018
201831. On Active Estimation of End-to-End Capacity: A Comparison
ABUT F.
Intl. Conference on Life and Engineering Sciences (ICOLES-18), Girne, Kıbrıs (Kktc), 2 - 04 Eylül 2018, ss.37-42, (Tam Metin Bildiri)
2018
201832. An Experimental Study for Estimating End-To-End Available Bandwidth in a Controlled Testbed Environment
ABUT F., DEMİR A. K.
Intl. Conference on Computational Mathematics and Engineering Sciences (CMES-18), Girne, Kıbrıs (Kktc), 4 - 06 Mayıs 2018, ss.142, (Özet Bildiri)
2018
201833. Comparison of CoAP and CoCoA Congestion Control Mechanisms in Grid Network Topologies
DEMİR A. K., ABUT F.
Intl. Conference on Computational Mathematics and Engineering Sciences (CMES-18), Girne, Kıbrıs (Kktc), 4 - 06 Mayıs 2018, ss.141, (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. 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)
2016
201636. 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
201737. 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)
2017
201738. 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
201639. 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
201640. 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
201641. 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
201642. 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)
2015
201543. 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
201544. 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
201545. 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
201546. 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
201547. 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
201548. 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
201549. 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
201550. 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
201551. 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
201552. 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)
2014
201453. 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
201454. 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)
2013
201355. Using Cross-Layer Design to detect Jamming Attacks in the CoNSIS Scenario
Dennisen D., Abut F., Glaesel D., Bogenfeld J., Barz C., Aktas I., et al.
Military Communications and Information Systems Conference (MCC), Saint-Lo, Fransa, 7 - 09 Ekim 2013, (Tam Metin Bildiri)
2012
201256. The CoNSIS Approaches to Network Management and Monitoring
BARZ C., DIEFENBACH A., ABUT F., WILMES M., SEVENICH P., SIMON P., et al.
IEEE 14th Military Communications and Information Systems Conference (MCC-12), Gdansk, Polonya, 8 - 09 Ekim 2012, ss.161-178, (Tam Metin Bildiri)
2012
201257. Towards a Generic Classification and Evaluation Scheme for Bandwidth Measurement Tools
ABUT F.
IEEE International Conference on Computer-Related Knowledge, Sousse, Tunus, 5 - 07 Temmuz 2012, ss.14, (Özet Bildiri)
Kitaplar
2021
20211. Development of New Hybrid Models for Prediction of Maximal Oxygen Uptake Using Machine Learning Methods Combined with Feature Selection Algorithms
ABUT F.
GRIN Verlag, Munich, 2021
2010
20102. Messen von Internet-Bandbreite. Metriken, Methoden und Tools
ABUT F.
GRIN Verlag, Munich, 2010
2008
20083. Konzeption und Evaluierung einer verteilten Architektur zur passiven RTT-Messung
ABUT F.
GRIN Verlag, Munich, 2008
Desteklenen Projeler
2021 - 2022
2021 - 2022
Makine Öğrenmesi ve Nitelik Seçme Yöntemleriyle COVID-19 Tahmini
Yükseköğretim Kurumları Destekli Proje , BAP Y.Lisans
ABUT F. (Yürütücü), Çetin U. A.
2020 - 2022
2020 - 2022Mesaj Paketleme Yapılarının Dinamik Seçimi ile Link 16 Ağlarının Simülatif Modellemesi
Yükseköğretim Kurumları Destekli Proje , BAP Araştırma Projesi
ABUT F. (Yürütücü)
2018 - 2019
2018 - 2019IP Tabanlı Yüksek Hızlı Ağlarda Geri Beslemeli Maksimum Veri Transfer Hızı Tahmini
Yükseköğretim Kurumları Destekli Proje , BAP Araştırma Projesi
Abut F. (Yürütücü), Demir A. K.
2017 - 2019
2017 - 2019"Küçük Mucitler, Büyük İcatlar” Sosyal Destek (SODES) Projesi
CB Strateji ve Bütçe Başkanlığı (Kalkınma Bakanlığı) Projesi
Abut F., Yıldız I.
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), Abut F., Çetin E., Yarım İ.
2016 - 2017
2016 - 2017KEMENT (Data Link Network Design and Implementation)
Savunma Sanayi Başkanlığı Destekli Proje
Pehlivanoğlu G.(Yürütücü), Abut F., Yurtcan Y., Gökcan B.
2016 - 2017
2016 - 2017GEZGİN (Intercontinental Missile)
Savunma Sanayi Başkanlığı Destekli Proje
Pehlivanoğlu G.(Yürütücü), Abut F., Yurtcan Y.
2015 - 2017
2015 - 2017SOM-J (Stand-Off Missile / Network Enabled Weapons)
Savunma Sanayi Başkanlığı Destekli Proje
Akın B.(Yürütücü), Abut F., Yurtcan Y., Gökcan B.
2013 - 2014
2013 - 2014Protected Core Networking - Concepts and Challenges
NATO Destekli Araştırma Projesi
Sevenich P.(Yürütücü), Abut F., Barz C.
2012 - 2014
2012 - 2014Community Networks Testbed for the Future Internet (CONFINE)
AB Destekli Diğer Projeler
Sevenich P.(Yürütücü), Abut F., Barz C., Rogge H., Dahlberg D.
2011 - 2014
2011 - 2014
Coalition Networks for Secure Information Sharing (CoNSIS)
Diğer Ülkelerdeki Kamu Kurumları Tarafından Desteklenmiş Proje
Sevenich P.(Yürütücü), Abut F., Barz C., Dahlberg D., Diefenbach A., Wilmes M.
Bilimsel Yayınlarda Hakemlikler
Mayıs 2018
Mayıs 2018IEEE NETWORK
SCI Kapsamındaki Dergi
Kasım 2016
Kasım 2016INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
SCI-E Kapsamındaki Dergi
Temmuz 2016
Temmuz 2016JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
SCI-E Kapsamındaki Dergi
Nisan 2016
Nisan 2016TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
SCI-E Kapsamındaki Dergi
Mart 2016
Mart 2016TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
SCI-E Kapsamındaki Dergi
Aralık 2015
Aralık 2015TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
SCI-E Kapsamındaki Dergi
Bilimsel Projelerde Hakemlikler
Kasım 2020
Kasım 2020TÜBİTAK Projesi
1507 - TÜBİTAK KOBİ Ar-Ge Başlangıç Destek Programı, CODELAB TEKNOLOJİ VE DANIŞMANLIK ANONİM ŞİRKETİ , Türkiye
Kasım 2020
Kasım 2020TÜBİTAK Projesi
1501 - Sanayi Ar-Ge Projeleri Destekleme Programı, KOBİL BİLGİSAYAR ENERJİ VE ELEKTRİK SİSTEMLERİ SAN. TİC. LTD. ŞTİ., Türkiye
Mayıs 2020
Mayıs 2020TÜBİTAK Projesi
1507 - TÜBİTAK KOBİ Ar-Ge Başlangıç Destek Programı, NEW SENSES UZAY TEKNOLOJİ VE SAĞLIK ARAŞTIRMALARI ANONİM ŞİRKETİ, Türkiye
Ödüller
Mayıs 2017
Mayıs 2017Ph.D. graduation in Computer Engineering with excellence (three years)
Çukurova University
Eylül 2010
Eylül 2010M.Sc. graduation in Computer Science with excellence
Fachhochschule Bonn Rhein Sieg
Eylül 2008
Eylül 2008Bachelor graduation in Computer Science with honours
Fachhochschule Bonn Rhein Sieg
Ağustos 2005
Ağustos 2005Class Rank #1 (with another student) among the graduates
Georg-Simon-Ohm Technical College
Kongre ve Sempozyum Katılımı Faaliyetleri
06 Mart 2019 - 08 Mart 2019
06 Mart 2019 - 08 Mart 2019International Symposium on Engineering, Artificial Intelligence and Applications
Katılımcı
Girne-Kıbrıs (Kktc)
22 Kasım 2018 - 24 Kasım 2018
22 Kasım 2018 - 24 Kasım 2018International Conference on Computational Mathematics and Engineering Sciences
Katılımcı
Girne-Kıbrıs (Kktc)
18 Ağustos 2016 - 19 Ağustos 2018
18 Ağustos 2016 - 19 Ağustos 2018International Conference on Artificial Intelligence and Soft Computing
Katılımcı
Barcelona-İspanya
16 Eylül 2017 - 17 Eylül 2017
16 Eylül 2017 - 17 Eylül 2017IEEE International Conference on Computational Intelligence and Communication Networks
Katılımcı
Girne-Kıbrıs (Kktc)
01 Mayıs 2017 - 05 Mayıs 2017
01 Mayıs 2017 - 05 Mayıs 2017SOM-J Project Meeting (TÜBİTAK SAGE)
Katılımcı
Kocaeli-Türkiye
01 Kasım 2016 - 05 Kasım 2016
01 Kasım 2016 - 05 Kasım 2016International Data Link Symposium
Katılımcı
Maastricht-Hollanda
19 Mart 2016 - 20 Mart 2016
19 Mart 2016 - 20 Mart 2016International Conference on Natural Science and Engineering
Katılımcı
Kilis-Türkiye
04 Kasım 2015 - 06 Kasım 2015
04 Kasım 2015 - 06 Kasım 2015International Symposium on Engineering, Artificial Intelligence and Applications
Katılımcı
Girne-Kıbrıs (Kktc)
16 Mayıs 2015 - 19 Mayıs 2015
16 Mayıs 2015 - 19 Mayıs 2015IEEE Signal Processing and Communications Applications Conference
Katılımcı
Malatya-Türkiye
10 Mayıs 2015 - 13 Mayıs 2015
10 Mayıs 2015 - 13 Mayıs 2015International Symposium on Sport Science, Engineering and Technology
Katılımcı
İstanbul-Türkiye
05 Kasım 2014 - 07 Kasım 2014
05 Kasım 2014 - 07 Kasım 2014International Symposium on Engineering, Artificial Intelligence and Applications
Katılımcı
Girne-Kıbrıs (Kktc)
06 Ekim 2013 - 13 Ekim 2013
06 Ekim 2013 - 13 Ekim 2013IEEE Military Communications and Information Systems Conference
Katılımcı
Bretagne-Fransa
08 Ekim 2012 - 09 Ekim 2012
08 Ekim 2012 - 09 Ekim 2012IEEE Military Communications and Information Systems Conference
Katılımcı
Gdansk-Polonya
16 Temmuz 2012 - 21 Temmuz 2012
16 Temmuz 2012 - 21 Temmuz 2012CoNSIS Project Meeting (Fraunhofer FKIE)
Katılımcı
Munich-Almanya
22 Nisan 2012 - 27 Nisan 2012
22 Nisan 2012 - 27 Nisan 2012CoNSIS Project Meeting (Fraunhofer FKIE)
Katılımcı
Munich-Almanya
11 Eylül 2011 - 16 Eylül 2011
11 Eylül 2011 - 16 Eylül 2011CoNSIS Project Meeting (Fraunhofer FKIE)
Katılımcı
Aix-En-Provence-Fransa
Atıflar
Toplam Atıf Sayısı (WOS): 74
h-indeksi (WOS): 6
Jüri Üyelikleri
Mayıs-2019
Mayıs 2019Tez Savunma (Yüksek Lisans)
- Adana Bilim Ve Teknoloji Üniversitesi
Temmuz-2018
Temmuz 2018Tez Savunma (Yüksek Lisans)
- Çukurova Üniversitesi
Haziran-2018
Haziran 2018