Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Advancing Anemia Diagnosis:Harnessing Machine Learning Methods for Accurate Detection

International Conference on Science, Engineering Management & Information Technology, 14 - 15 September 2023

Classification of Monkeypox and HPV with Supervised Machine Learning Algorithms using k-mer

International Conference on Science, Engineering Management & Information Technology, 14 September 2023

Energy Consumption Forecasting using Time Series Analysis Methods

International conference on Science, Engineering Management and Information Technology (SEMIT 2023), Turkey, 14 September 2023

PV Output Power Prediction Using Regression Methods

International Conference On Advanced Engineering, Technology And Applications (ICAETA), Turkey, 10 March 2023

Overall Survival Prediction of NSCLC using Radiomics and Machine Learning Methods

6th International Conference on Engineering Sciences (ICES 2023), Turkey, 03 February 2023

Crime analysis and forecasting using machine learning

6th International Conference on Engineering Sciences (ICES 2023), 03 February 2023 identifier

Classification of SARS-CoV-2 Variants in Turkey

International Conference on Science, Engineering Management & Information Technology, 02 February 2022 Sustainable Development

Detection of SARS-CoV-2 Main Variants of Concerns using Deep Learning

2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 Sustainable Development identifier

Betweenness Centrality in Sparse Real and Wireless Multi-Hop Networks

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation. INFUS 2021., İstanbul, Turkey, 24 - 26 August 2021, vol.307, pp.217-224 identifier

Binary Whale Optimization Algorithm for Resource Allocation in Cloud Computing

International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIAAI 2021), 21 May 2021

Machine learning methods for COVID-19 predictionusing human genomic data

The 7th International Management Information Systems Conference, İzmir, Turkey, 9 - 11 December 2020, vol.74 Sustainable Development

Parallel Identification of Central Nodes in Wireless Multi-hop Networks

8th Signal Processing and Communications Applications Conference (SIU), 2020, 5 - 07 October 2020 identifier

A New Promoter Prediction Method using Support Vector Machines

27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, 24 - 26 April 2019 identifier

Parallel solution of sparse linear systems to find the shortest path in large scale graphs

10th International Workshop on Parallel Matrix Algorithms and Applications, 27 - 29 June 2018

ProSVM and ProK-means: Novel methods for promoter prediction

10th International Symposium on Health Informatics and Bioinformatics (HIBIT 2011), 2 - 05 May 2011 identifier

Books & Book Chapters

An Overview of New Generation Bio-Inspired Algorithms for Portfolio Optimization

in: The Impact of Artificial Intelligence on Governance, Economics and Finance, Sezer Bozkuş Kahyaoğlu, Editor, Springer, District Of Columbia, pp.1-25, 2022

Deep Learning Methods for Diagnosis of COVID-19 using Radiology Images and Genome Sequences: Challenges and Limitations

in: Deep Learning in Biomedical and Health Informatics, M. A. Jabbar, Ajith Abraham, Onur Dogan, Ana Maria Madureira, Sanju Tiwari, Editor, CRC, New York , New York, pp.117-135, 2022

Machine Learning Methods for Solving Linear Systems

in: Developing Mathematical Literacy in the Context of the Fourth Industrial Revolution, Edgar Oliver Cardoso Espinosa, Editor, IGI GLOBAL, pp.155-184, 2021 Sustainable Development

Metrics

Publication

36

Citation (Scopus)

122

H-Index (Scopus)

5

Citiation (TrDizin)

1

H-Index (TrDizin)

1

Open Access

3
UN Sustainable Development Goals