Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

FACEST: feedback-assisted estimation of end-to-end capacity in IP-based communication networks

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.28, no.4, pp.1803-1823, 2020 (Journal Indexed in SCI) identifier identifier

mlCoCoA: a machine learning-based congestion control for CoAP

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.28, no.5, pp.2863-2882, 2020 (Journal Indexed in SCI) Sustainable Development identifier identifier

A robust ensemble feature selector based on rank aggregation for developing new VO(2)max prediction models using support vector machines

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.27, no.5, pp.3648-3664, 2019 (Journal Indexed in SCI) identifier identifier

A distributed measurement architecture for inferring TCP round-trip times through passive measurements

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.27, no.3, pp.2106-2120, 2019 (Journal Indexed in SCI) identifier identifier

Support vector machines for predicting the hamstring and quadriceps muscle strength of college-aged athletes

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, vol.25, no.4, pp.2567-2582, 2017 (Journal Indexed in SCI) Sustainable Development identifier identifier

Prediction of Upper Body Power of Cross-Country Skiers Using Support Vector Machines

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, vol.40, no.4, pp.1045-1055, 2015 (Journal Indexed in SCI) Sustainable Development identifier identifier

Articles Published in Other Journals

Türkiye'de Mutluluk Düzeyini Etkileyen Faktörlerin Makine Öğrenme ve Nitelik Seçme Algoritmaları ile Belirlenmesi

Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, vol.11, no.1, pp.1-9, 2022 (Other Refereed National Journals)

Developing an Automation System for Conflictual Returns Using Machine Learning

Cukurova University Journal of Natural and Applied Sciences, 2022 (Refereed Journals of Other Institutions)

Developing Turkish sentiment analysis models using machine learning and e-commerce data

International Journal of Cognitive Computing in Engineering, vol.2, pp.202-207, 2021 (Refereed Journals of Other Institutions)

C-Scripter: A Dynamic Call Center Scripting Application

Eastern Anatolian Journal of Science, vol.7, no.1, pp.1-5, 2021 (Other Refereed National Journals)

Autonomous Navigation in Search and Rescue Simulated Environment using Deep Reinforcement Learning

Balkan Journal of Electrical and Computer Engineering, vol.9, no.2, pp.92-98, 2021 (Other Refereed National Journals)

Data-Driven Modelling and Prediction of CoAP Throughput in a Grid Network Topology

El-Cezeri Fen ve Mühendislik Dergisi, vol.7, no.1, pp.295-303, 2020 (Other Refereed National Journals) identifier

User-level Performance Evaluation of VoIP under Different Background TCP Traffic Conditions in ns-2

European Journal of Science and Technology, vol.16, pp.638-645, 2019 (Other Refereed National Journals)

Comparison of CoAP and CoCoA Congestion Control Mechanisms in Grid Network Topologies

Gümüşhane University Journal of Science and Technology Institute, pp.53-60, 2018 (Other Refereed National Journals)

Through the Diversity of Bandwidth-Related Metrics, Estimation Techniques and Tools: An Overview

International Journal of Computer Network and Information Security, vol.10, no.8, pp.1-16, 2018 (Refereed Journals of Other Institutions)

An Experimental Evaluation of Tools for Estimating Bandwidth-Related Metrics

International Journal of Computer Network and Information Security, vol.10, no.8, pp.1-11, 2018 (Refereed Journals of Other Institutions)

Predicting Student’s Pass/Fail Status in an Academic Course Using Deep Learning: A Case Study

International Journal of Scientific Research in Information Systems and Engineering, vol.4, no.1, pp.87-91, 2018 (Refereed Journals of Other Institutions)

New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey

New Trends and Issues Proceedings on Humanities and Social Sciences, vol.3, pp.11-17, 2017 (Refereed Journals of Other Institutions)

A Survey on Applications of Statistical and Machine Learning Methodsin Sport Physiology

Austin Sports Medicine, vol.2, no.3, pp.1022-1027, 2017 (Refereed Journals of Other Institutions)

Support Vector Machines with Individual Combinations of Relief-F and mRMR for Predicting VO2max from Maximal and Questionnaire Data

International Journal of Advances in Electronics and Computer Science, vol.3, no.10, pp.63-67, 2016 (Refereed Journals of Other Institutions)

New Regression Models for Predicting the Hamstring Muscle Strength Using Support Vector Machines

Çukurova University Journal of the Faculty of Engineering and Architecture, vol.31, no.2, pp.153-159, 2016 (Refereed Journals of Other Institutions)

Short Term Voice Traffic Forecast in 3G/UMTS Networks using Machine Learning and Statistical Methods

International Journal of Advances in Electronics and Computer Science, vol.3, no.10, pp.108-111, 2016 (Refereed Journals of Other Institutions)

Machine learning and statistical methods for the prediction of maximal oxygen uptake: recent advances

MEDICAL DEVICES-EVIDENCE AND RESEARCH, vol.8, pp.369-379, 2015 (Journal Indexed in ESCI) Sustainable Development identifier identifier identifier

Towards a Generic Classification and Evaluation Scheme for Bandwidth Measurement Tools

Signals and Telecommunication Journal, vol.1, no.2, pp.78-88, 2012 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

Developing an End-to-End Integrated Secure Mobile Payment System

3rd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2021), Ankara, Turkey, 15 December 2021, pp.795-802

Information Extraction from Policy Documents Using Object Detection and Domain-Specific BERT

3rd International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2021), Ankara, Turkey, 15 December 2021, pp.789-794

Simplifying and Speeding Up the Finding of Real Estate Listings for End-Users

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 October 2021, pp.657-660

Forecasting the Average Call Handling Time in Call Centers Using Machine Learning Methods and Time Series Data

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 - 27 October 2021, pp.644-646

Forecasting the System Marginal Price Using Long Short-Term Memory and Support Vector Machine

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 - 27 October 2021, pp.628-633

Improving the Shipment Management Using Shipment Approval Cockpit in the Order Process

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 October 2021, pp.652-655

Development of Mobile Applications for Real Estate Businesses

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 October 2021, pp.419-423

Improving the Order Picking Process in Warehouse Systems Using Distance Matrix

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 October 2021, pp.96-101

Developing Customer Segmentation Models for Digital Marketing Campaigns using Machine Learning

6th Intl. Mediterranean Science and Engineering Congress, Antalya, Turkey, 25 October 2021, pp.697-701

Loyalist365: A Loyalty Management Application

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.155-163

Orchestra: A Warehouse Order Management System

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.148-154

Akıllı Hat: A Call Measurement and Reporting Application

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.172-179

Designing a Modern Gateway Device for Cloud Platforms

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.123-132

Orion: A Supplier Capacity Planning Model

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.140-147

Replatforming and Online Renewal Project for Real Estate Businesses

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.133-139

DBTransporter: An Interoperable Application for Transferring Data Between Databases Running on Different Machines

4th International Conference on Life and Engineering Sciences, İstanbul, Turkey, 23 September 2021, pp.164-171

Forecasting Arrivals to a Call Center Using Supervised Machine Learning

International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI-2021), Yalova, Turkey, 21 - 23 May 2021, pp.170-173

Developing an Identification Application for Overdress Products Using Convolutional Neural Networks

International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI-2021), Yalova, Turkey, 21 - 23 May 2021, pp.166-169

Fashion-Oriented Personalized Search Engine Development

International Conference on Computational Mathematics and Engineering Sciences (CMES-2021), Van, Turkey, 01 May 2021

C-Archive: Kurumsal İçerik Yönetimi için Yeni Bir Uygulama

5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Turkey, 21 - 23 October 2020, pp.140-143

Monetary Value Ordering Heuristic Approach for Cascade Hydropower Plants Dispatching with Downstream Requirements

5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Turkey, 21 - 23 October 2020, pp.320-328

A Recent Survey of Studies on Wind Power Forecasting Using Statistical and Machine Learning Methods

5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Turkey, 21 - 23 October 2020, pp.263-267

VIVID: A New Virtual Assistant for People with Visual Impairments

5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Turkey, 21 - 23 October 2020, pp.159-164 Sustainable Development

Designing a New IoT Modem with Low Power Consumption and 4G LTE Support

5th International Mediterranean Science and Engineering Congress (IMSEC-2020), Antalya, Turkey, 21 - 23 October 2020, pp.165-169

Effects of Interrupt Coalescence on Estimation of Available Bandwidth Using Single-End Active Probing

Intl. Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA-19), Girne, Cyprus (Kktc), 6 - 08 March 2019, pp.33-34 Sustainable Development

Data-Driven Modelling and Prediction of CoAP Throughput in a Grid Network Topology

Cilicia Intl. Symposium on Engineering and Technology (CISET-18), Mersin, Turkey, 24 - 27 October 2018, pp.69-73

On Active Estimation of End-to-End Capacity: A Comparison

Intl. Conference on Life and Engineering Sciences (ICOLES-18), Girne, Cyprus (Kktc), 2 - 04 September 2018, pp.37-42

An Experimental Study for Estimating End-To-End Available Bandwidth in a Controlled Testbed Environment

Intl. Conference on Computational Mathematics and Engineering Sciences (CMES-18), Girne, Cyprus (Kktc), 4 - 06 May 2018, pp.142

Comparison of CoAP and CoCoA Congestion Control Mechanisms in Grid Network Topologies

Intl. Conference on Computational Mathematics and Engineering Sciences (CMES-18), Girne, Cyprus (Kktc), 4 - 06 May 2018, pp.141

Predicting students pass/fail status in an academic course using deep learning: A case study

Intl. Symposium on Engineering, Artificial Intelligence Applications (ISEAIA-17), Girne, Cyprus (Kktc), 1 - 03 November 2017, pp.189-194

Artificial Neural Networks for Predicting the Racing Time of Cross-Country Skiers From Survey-Based Data

IEEE 9th International Conference on Computational Intelligence and Communication Networks (CICN-17), Girne, Cyprus (Kktc), 16 - 17 September 2017, pp.117-121 Sustainable Development identifier identifier

Predicting the Maximum Endurance Time for Left-Side Bridge Exercise Using Machine Learning Methods and Hybrid Data

9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Cyprus (Kktc), 16 - 17 September 2017, pp.210-214 identifier

New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey

5th Cyprus International Conference on Educational Research (CYICER), Kyrenia, CYPRUS, 31 March - 02 April 2016, vol.3, pp.11-17 Creative Commons License identifier

Artificial Neural Networks for Predicting the Racing Time of Cross-Country Skiers from Survey-Based Data

9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Cyprus (Kktc), 16 - 17 September 2017, pp.117-121 Sustainable Development identifier

Short Term Voice Traffic Forecast in 3G/UMTS Networks using Machine Learning and Statistical Methods

Intl. Conference on Artificial Intelligence and Soft Computing (ICAISC-16), Barcelona, Spain, 18 - 19 August 2016, pp.19-22

Support Vector Machines with Individual Combinations of Relief-F And mRMR for Predicting VO2max from Maximal and Questionnaire Data

Intl. Conference on Artificial Intelligence and Soft Computing (ICAISC-16), Barcelona, Spain, 17 - 18 August 2016, pp.9-13

New Regression Equations for Estimating the Maximal Oxygen Uptake of College of Physical Education and Sports Students in Turkey

5th Cyprus International Conference on Educational Research, Girne, Cyprus (Kktc), 31 March - 02 April 2016, pp.164

Data-driven Prediction of VO2max Based on Maximal and Submaximal Variables Using Support Vector Machines Combined with Feature Selection

3rd International Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA-15), Girne, Cyprus (Kktc), 4 - 06 November 2015, pp.10-11

Support Vector Machines for Prediction of Endurance Times Involving Isometric Side Bridge Exercise Test

Intl. Symposium on Engineering, Artificial Intelligence and Applications (ISEAIA-15), Girne, Cyprus (Kktc), 4 - 06 November 2015, pp.7-9

Development of New Hybrid Models for Prediction of Maximal Oxygen Uptake Using Machine Learning Methods Combined with Feature Selection

Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Turkey, 10 - 13 May 2015, pp.163-170

Investigating the Effects of Body Mass Index and Location Variables on the Prediction of Maximal Oxygen Uptake Using Support Vector Machines

Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Turkey, 10 - 13 May 2015, pp.54-61

Feature Selection for Prediction of Upper Body Power of Cross-Country Skiers Using Different Machine Learning Methods

Intl. Symposium on Sport Science, Engineering and Technology (ISSSET-15), İstanbul, Turkey, 10 - 13 May 2015, pp.82-89

Determination of the Variables Affecting the Maximal Oxygen Uptake of Cross-Country Skiers by Using Machine Learning and Feature Selection Algorithms

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.156-159 Sustainable Development identifier identifier

Development of New Upper Body Power Prediction Models for Cross-Country Skiers by Using Different Machine Learning Methods

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.260-263 Sustainable Development identifier identifier

Using support vector machines to predict maximal oxygen uptake with the help of questionnaire variables

Intl. Symposium on Engineering,Artificial Intelligence and Applications (ISEAIA-14), Girne, Cyprus (Kktc), 5 - 07 November 2014, pp.5-6

Using Cross-Layer Design to detect Jamming Attacks in the CoNSIS Scenario

Military Communications and Information Systems Conference (MCC), Saint-Lo, France, 7 - 09 October 2013 identifier identifier

The CoNSIS Approaches to Network Management and Monitoring

IEEE 14th Military Communications and Information Systems Conference (MCC-12), Gdansk, Poland, 8 - 09 October 2012, pp.161-178 identifier

Towards a Generic Classification and Evaluation Scheme for Bandwidth Measurement Tools

IEEE International Conference on Computer-Related Knowledge, Sousse, Tunisia, 5 - 07 July 2012, pp.14

Books & Book Chapters