Doç. Dr. FATİH ABUT

Makaleler 39

1. 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)

2. 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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 (Hakemli Dergi)

8. 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)

9. 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)

10. 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 (Hakemli Dergi)

11. 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)

12. 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 (Hakemli Dergi) Sürdürülebilir Kalkınma

13. 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)

14. 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)

15. 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)

16. 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)

17. 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)

18. 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)

19. 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)

20. 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) Sürdürülebilir Kalkınma

21. 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 (Hakemli Dergi)

22. 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)

23. 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)

24. 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 (Hakemli Dergi)

25. 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)

26. 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)

27. 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)

28. 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)

29. 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)

30. 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

31. 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)

32. 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)

33. 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)

34. 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

35. 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)

36. 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

37. 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)

38. 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

39. 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 57

1. 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)

2. 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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)

8. 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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

15. 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)

16. 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)

17. 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)

18. 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)

19. 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)

20. 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)

21. 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)

22. 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)

23. 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)

24. 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)

25. 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)

26. 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)

27. 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)

28. 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) Sürdürülebilir Kalkınma

29. 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) Sürdürülebilir Kalkınma

30. 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)

31. 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)

32. 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)

33. 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)

34. 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)

35. 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) Sürdürülebilir Kalkınma

36. 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)

37. 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)

38. 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) Sürdürülebilir Kalkınma

39. 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)

40. 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)

41. 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)

42. 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)

43. 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)

44. 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)

45. 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)

46. 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)

47. 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)

48. 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)

49. 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)

50. 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)

51. 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) Sürdürülebilir Kalkınma

52. 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) Sürdürülebilir Kalkınma