Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Exploring Gene Expression and Clinical Data for Identifying Prostate Cancer Severity Levels using Machine Learning Methods

2023 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2023, Regina, Canada, 24 - 27 September 2023, vol.2023-September, pp.186-191 identifier

Real-time web-based International Flight Tickets Recommendation System via Apache Spark

24th IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2023, Washington, United States Of America, 4 - 06 August 2023, pp.279-282 identifier

A Multi-Modal Emotion Recognition System Based on CNN-Transformer Deep Learning Technique

7th International Conference on Data Science and Machine Learning Applications, CDMA 2022, Riyadh, Saudi Arabia, 1 - 03 March 2022, pp.145-150 identifier identifier

Pancreatic Tumor Detection by Convolutional Neural Networks

23rd International Arab Conference on Information Technology, ACIT 2022, Abu Dhabi, United Arab Emirates, 22 - 24 November 2022 identifier

A Prediction Approach for the Functional Effects of Non-Coding Gene Variants

23rd International Arab Conference on Information Technology, ACIT 2022, Abu Dhabi, United Arab Emirates, 22 - 24 November 2022 identifier

Convex Hull in Brain Tumor Segmentation

15th International Conference on Brain Informatics, BI 2022, Virtual, Online, 15 - 17 July 2022, vol.13406 LNAI, pp.210-225 identifier identifier

Detecting spam tweets using machine learning and effective preprocessing

13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.393-398 identifier

Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph

13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.495-501 identifier

Hot topic detection and evaluation of multi-relation effects

13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.416-422 identifier

Automation of active reconnaissance phase: An automated API-based port and vulnerability scanner

13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.622-629 identifier

Utilizing Digitized Surveys for Data Collection: The Case of Developing Countries

Future Technologies Conference, FTC 2020, San Francisco, United States Of America, 5 - 06 November 2020, vol.1290, pp.160-179 identifier

Matching applicants with positions for better allocation of employees in the job market

22nd International Arab Conference on Information Technology, ACIT 2021, Muscat, Oman, 21 - 23 December 2021 identifier identifier

Driver drowsiness detection by employing CNN and DLIB

22nd International Arab Conference on Information Technology, ACIT 2021, Muscat, Oman, 21 - 23 December 2021 identifier identifier

Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images

15th Asian Conference on Computer Vision, ACCV 2020, Virtual, Online, 30 November - 04 December 2020, vol.12626 LNCS, pp.687-703 Creative Commons License identifier

H-OCS: A Hybrid Optic Cup Segmentation of Retinal Images

19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021, Virtual, Online, 28 - 30 September 2021, vol.13052 LNCS, pp.123-134 identifier

Transfer learning through weighted loss function and group normalization for vessel segmentation from retinal images

25th International Conference on Pattern Recognition, ICPR 2020, Virtual, Milan, Italy, 10 - 15 January 2021, pp.9211-9218 Creative Commons License identifier identifier

A model based on random walk with restart to predict circRNA-disease associations on heterogeneous network

11th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, Vancouver, Canada, 27 - 30 August 2019, pp.929-932 identifier identifier

A clustering algorithm with genetically optimized membership functions for fuzzy association rules mining

PROCEEDINGS OF THE 12TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1 AND 2, ST LOUIS, 25 - 28 May 2003, pp.881-886 identifier

Books & Book Chapters

Parallelized Cyber Reconnaissance Automation: A Real-Time and Scheduled Security Scanner

in: Cyber Security and Social Media Applications, Tarıyan Özyer Sibel, Kaya Buket, Editor, Springer, Cham, pp.29-54, 2023