Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI

LSTM-driven drug design using SELFIES for target-focused de novo generation of HIV-1 protease inhibitor candidates for AIDS treatment

Albrijawi M. T., ALHAJJ R.
PLoS ONE , vol.19, no.6 June, 2024 (SCI-Expanded) Creative Commons License identifier identifier

Exploring The Prognostic Significance of SET-Domain Containing 2 (SETD2) Expression in Advanced and Castrate-Resistant Prostate Cancer

Gamallat Y., Felipe Lima J., Seyedi S., Li Q., Rokne J. G., Alhajj R., et al.
Cancers , vol.16, no.7, 2024 (SCI-Expanded) Creative Commons License identifier identifier

CNN-Transformer based emotion classification from facial expressions and body gestures

Karatay B., Beştepe D., Sailunaz K., Özyer T., Alhajj R.
Multimedia Tools and Applications , vol.83, no.8, pp.23129-23171, 2024 (SCI-Expanded) identifier

A survey on brain tumor image analysis

Sailunaz K., Alhajj S., Özyer T., Rokne J., Alhajj R.
Medical and Biological Engineering and Computing , vol.62, no.1, pp.1-45, 2024 (SCI-Expanded) identifier identifier

Enhanced Potato Pest Identification: A Deep learning approach for identifying potato pests

Sohel A., Shakil M. S., Siddiquee S. M. T., Marouf A. A., Rokne J. G., Alhajj R.
IEEE Access , 2024 (SCI-Expanded) identifier

Enhancing ICU Management and Addressing Challenges in Turkey through AI-Powered Patient Classification and Increased Usability with ICU Placement Software

Hakverdi Y., Gumus M. U., TAŞTEKİN A., İDİN K., KANĞIN M., Ozyer T., et al.
IEEE Access , vol.12, pp.146121-146136, 2024 (SCI-Expanded) identifier

Studying the connection between SF3B1 and four types of cancer by analyzing networks constructed based on published research

Samy A., ÖZDEMİR M. K., ALHAJJ R.
Scientific Reports , vol.13, no.1, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Genomic Biomarker Discovery in Disease Progression and Therapy Response in Bladder Cancer Utilizing Machine Learning

Liosis K. C., Marouf A. A., Rokne J. G., Ghosh S., Bismar T. A., Alhajj R.
Cancers , vol.15, no.19, 2023 (SCI-Expanded) Creative Commons License identifier identifier

A survey of machine learning-based methods for COVID-19 medical image analysis

Sailunaz K., Özyer T., Rokne J., Alhajj R.
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , vol.61, no.6, pp.1257-1297, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier

Serrate RNA Effector Molecule (SRRT) Is Associated with Prostate Cancer Progression and Is a Predictor of Poor Prognosis in Lethal Prostate Cancer

Gamallat Y., Choudhry M., Li Q., Rokne J. G., Alhajj R., Abdelsalam R., et al.
Cancers , vol.15, no.10, 2023 (SCI-Expanded) Sustainable Development identifier identifier

Causes of Higher Ecological Footprint in Pakistan: Does Energy Consumption Contribute? Evidence from the Non-Linear ARDL Model

Asghar N., Amjad M. A., Rehman H. u., Munir M., ALHAJJ R.
Sustainability (Switzerland) , vol.15, no.4, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Moderation of Services’ EKC through Transportation Competitiveness: PQR Model in Global Prospective

Sardar M. S., Asghar N., Munir M., ALHAJJ R., Rehman H. u.
International Journal of Environmental Research and Public Health , vol.20, no.1, 2023 (SCI-Expanded) Creative Commons License identifier identifier identifier

A Comparative Study of Different Pre-Trained DeepLearning Models and Custom CNN for Pancreatic Tumor Detection

Zavalsız M. T., Alhajj S., Sailunaz K., Ozyer T., Alhajj R.
International Arab Journal of Information Technology , vol.20, no.3 Special Issue, pp.515-526, 2023 (SCI-Expanded) Creative Commons License identifier

MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data

Hasib K. M., Azam S., Karim A., Marouf A. A., Shamrat F. M. J. M., Montaha S., et al.
IEEE Access , vol.11, pp.93048-93063, 2023 (SCI-Expanded) Creative Commons License identifier

The Role of Machine Learning in Identifying Students At-Risk and Minimizing Failure

Pek R. Z., Ozyer S. T., Elhage T., Ozyer T., ALHAJJ R.
IEEE Access , vol.11, pp.1224-1243, 2023 (SCI-Expanded) Creative Commons License identifier identifier

An Efficient Approach to Predict Eye Diseases from Symptoms Using Machine Learning and Ranker-Based Feature Selection Methods

Marouf A. A., Mottalib M. M., Alhajj R., Rokne J., Jafarullah O.
BIOENGINEERING-BASEL , vol.10, no.1, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier

Entropy-based financial asset pricing: Evidence from Pakistan

Wang S., Khan S. A., Munir M., ALHAJJ R., Khan Y. A.
PLoS ONE , vol.17, no.12 December, 2022 (SCI-Expanded) Creative Commons License identifier identifier identifier

Interactive framework for Covid-19 detection and segmentation with feedback facility for dynamically improved accuracy and trust

Sailunaz K., Bestepe D., Özyer T., Rokne J., Alhajj R.
PLoS ONE , vol.17, no.12 December, 2022 (SCI-Expanded) Creative Commons License identifier identifier identifier

Explainable artificial intelligence through graph theory by generalized social network analysis-based classifier

Ucer S., Ozyer T., Alhajj R.
Scientific Reports , vol.12, no.1, 2022 (SCI-Expanded) Creative Commons License identifier identifier identifier

Achieving sustainable development resilience: Poverty reduction through affordable access to electricity in developing economies

Asghar N., Amjad M. A., Rehman H. u., Munir M., ALHAJJ R.
Journal of Cleaner Production , vol.376, 2022 (SCI-Expanded) identifier identifier

Tweet and user validation with supervised feature ranking and rumor classification

Sailunaz K., Kawash J., Alhajj R.
Multimedia Tools and Applications , vol.81, no.22, pp.31907-31927, 2022 (SCI-Expanded) Sustainable Development identifier identifier

SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks

Jarada T. N., Rokne J. G., Alhajj R.
BMC Bioinformatics , vol.22, no.1, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier

Human action recognition approaches with video datasets—A survey

Özyer T., Ak D. S., Alhajj R.
Knowledge-Based Systems , vol.222, 2021 (SCI-Expanded) Sustainable Development identifier identifier

Integrated framework for criminal network extraction from Web

Afra S., Alhajj R.
Journal of Information Science , vol.47, no.2, pp.206-226, 2021 (SCI-Expanded) Sustainable Development identifier identifier

SNF–CVAE: Computational method to predict drug–disease interactions using similarity network fusion and collective variational autoencoder

Jarada T. N., Rokne J. G., Alhajj R.
Knowledge-Based Systems , vol.212, 2021 (SCI-Expanded) identifier identifier

Identifying side effects of commonly used drugs in the treatment of Covid 19

Aygün İ., Kaya M., Alhajj R.
Scientific Reports , vol.10, no.1, 2020 (SCI-Expanded) Creative Commons License identifier identifier identifier

A review of computational drug repositioning: Strategies, approaches, opportunities, challenges, and directions

Jarada T. N., Rokne J. G., Alhajj R.
Journal of Cheminformatics , vol.12, no.1, 2020 (SCI-Expanded) Creative Commons License identifier identifier identifier

Analysis and prediction in sparse and high dimensional text data: The case of Dow Jones stock market

Sert O. C., Şahin S. D., Özyer T., Alhajj R.
Physica A: Statistical Mechanics and its Applications , vol.545, 2020 (SCI-Expanded) identifier identifier

Early warning system: From face recognition by surveillance cameras to social media analysis to detecting suspicious people

Afra S., Alhajj R.
Physica A: Statistical Mechanics and its Applications , vol.540, 2020 (SCI-Expanded) identifier identifier

CutESC: Cutting edge spatial clustering technique based on proximity graphs

Aksac A., Özyer T., Alhajj R.
Pattern Recognition , vol.96, 2019 (SCI-Expanded) identifier identifier

Glaucoma detection using image processing techniques: A literature review

Sarhan A., Rokne J., Alhajj R.
Computerized Medical Imaging and Graphics , vol.78, 2019 (SCI-Expanded) identifier identifier identifier

Emotion and sentiment analysis from Twitter text

Sailunaz K., Alhajj R.
Journal of Computational Science , vol.36, 2019 (SCI-Expanded) Creative Commons License identifier identifier

Human behavior modeling for simulating evacuation of buildings during emergencies

Şahin C., Rokne J., Alhajj R.
Physica A: Statistical Mechanics and its Applications , vol.528, 2019 (SCI-Expanded) identifier identifier

Effective induction of gene regulatory networks using a novel recommendation method

Ozsoy M. G., POLAT F., Alhajj R.
International Journal of Data Mining and Bioinformatics , vol.22, no.2, pp.91-112, 2019 (SCI-Expanded) Sustainable Development identifier
Articles Published in Other Journals

Twitter analysis in emergency management: recent research and trends

Arvandi A., Rokne J., ALHAJJ R.
Social Network Analysis and Mining , vol.14, no.1, 2024 (ESCI) identifier

A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis

Sailunaz K., Beştepe D., Alhajj L., Özyer T., Rokne J., Alhajj R.
Network Modeling Analysis in Health Informatics and Bioinformatics , vol.13, no.1, 2024 (ESCI) identifier

Rice Leaf Disease Classification-A Comparative Approach Using Convolutional Neural Network (CNN), Cascading Autoencoder with Attention Residual U-Net (CAAR-U-Net), and MobileNet-V2 Architectures

Dutta M., Sujan M., Mojumdar M., Chakraborty N., Al Marouf A., Rokne J., et al.
TECHNOLOGIES , vol.12, no.11, 2024 (ESCI) identifier

Global human obesity and political globalization; asymmetric relationship through world human development levels

Munir M., Zakaria Z. A., ALHAJJ R., Mohamad M. B., Baig A. A., Arshed N.
Nutrition and Health , vol.30, no.3, pp.489-497, 2024 (Scopus) Sustainable Development identifier identifier

Global impact on human obesity – A robust non-linear panel data analysis

Munir M., Zakaria Z. A., Baig A. A., Mohamad M. B., Arshed N., ALHAJJ R.
Nutrition and Health , vol.30, no.3, pp.531-548, 2024 (Scopus) Sustainable Development identifier identifier

Recent advances in crack detection technologies for structures: a survey of 2022-2023 literature

Kaveh H., ALHAJJ R.
Frontiers in Built Environment , vol.10, 2024 (ESCI) identifier

Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users—A Study on the Demise of a Bollywood Celebrity

Marouf A. A., Rokne J. G., Alhajj R.
Big Data and Cognitive Computing , vol.6, no.4, 2022 (ESCI) Creative Commons License identifier identifier

CACTUS: Cancer image annotating, calibrating, testing, understanding and sharing in breast cancer histopathology

Aksac A., Ozyer T., Demetrick D. J., Alhajj R.
BMC Research Notes , vol.13, no.1, 2020 (Scopus) identifier identifier identifier

BreCaHAD: A dataset for breast cancer histopathological annotation and diagnosis

Aksac A., Demetrick D. J., Ozyer T., Alhajj R.
BMC Research Notes , vol.12, no.1, 2019 (Scopus) Creative Commons License Sustainable Development identifier identifier identifier

Fuzzy classification methods based diagnosis of parkinson’s disease from speech test cases

Dastjerd N. K., Sert O. C., Ozyer T., Alhajj R.
Current Aging Science , vol.12, no.2, pp.100-120, 2019 (Scopus) identifier identifier

Effective mining of fuzzy multi-cross-level weighted association rules

KAYA M., ALHAJJ R.
LECTURE NOTES IN ARTIFICIAL INTELLIGENCE , vol.4203, no.null, pp.399-408, 2006 (Peer-Reviewed Journal) identifier
Papers Presented at Peer-Reviewed Scientific Conferences

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

Marouf A. A., Alhajj R., Rokne J. G., Ghose S., Bismar T. A.
2023 IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2023, Regina, Canada, 24 - 27 September 2023, vol.2023-September, pp.186-191, (Full Text) identifier

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

Malkawi M. J. A., ALHAJJ R.
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, (Full Text) identifier

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

Karatay B., Bestepe D., Sailunaz K., Ozyer T., Alhajj R.
7th International Conference on Data Science and Machine Learning Applications, CDMA 2022, Riyadh, Saudi Arabia, 1 - 03 March 2022, pp.145-150, (Full Text) identifier identifier

Pancreatic Tumor Detection by Convolutional Neural Networks

Zavalsiz M. T., Alhajj S., Sailunaz K., Ozyer T., ALHAJJ R.
23rd International Arab Conference on Information Technology, ACIT 2022, Abu Dhabi, United Arab Emirates, 22 - 24 November 2022, (Full Text) identifier

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

Yurtdas G., Aslan K., Ozyer S. T., Ozyer T., Kaya M., ALHAJJ R.
23rd International Arab Conference on Information Technology, ACIT 2022, Abu Dhabi, United Arab Emirates, 22 - 24 November 2022, (Full Text) identifier

Convex Hull in Brain Tumor Segmentation

Sailunaz K., Bestepe D., Alhajj S., Özyer T., Rokne J., Alhajj R.
15th International Conference on Brain Informatics, BI 2022, Virtual, Online, 15 - 17 July 2022, vol.13406 LNAI, pp.210-225, (Full Text) identifier identifier

Hot topic detection and evaluation of multi-relation effects

Zirbilek N. E., Erakin M., Özyer T., Alhajj R.
13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.416-422, (Full Text) identifier

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

Malkawi M. J. A., Özyer T., ALHAJJ R.
13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.622-629, (Full Text) identifier

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

Albrijawi M. T., Ibrahim A. H., Alhajj R.
13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.495-501, (Full Text) identifier

Detecting spam tweets using machine learning and effective preprocessing

Kardaş B., Bayar I. E., Özyer T., Alhajj R.
13th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021, Virtual, Online, Netherlands, 08 November 2021, pp.393-398, (Full Text) identifier

Driver drowsiness detection by employing CNN and DLIB

Ali N., Hasan I., Özyer T., ALHAJJ R.
22nd International Arab Conference on Information Technology, ACIT 2021, Muscat, Oman, 21 - 23 December 2021, (Full Text) identifier identifier

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

Elgammal Z., Barmu A., Hassan H., Elgammal K. W. M. A., Özyer T., ALHAJJ R.
22nd International Arab Conference on Information Technology, ACIT 2021, Muscat, Oman, 21 - 23 December 2021, (Full Text) identifier identifier

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

Sarhan A., Al-Khaz’Aly A., Gorner A., Swift A., Rokne J., Alhajj R., et al.
15th Asian Conference on Computer Vision, ACCV 2020, Virtual, Online, 30 November - 04 December 2020, vol.12626 LNCS, pp.687-703, (Full Text) Creative Commons License identifier

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

Sarhan A., Addam O., Rokne J., Alhajj R.
Future Technologies Conference, FTC 2020, San Francisco, United States Of America, 5 - 06 November 2020, vol.1290, pp.160-179, (Full Text) identifier

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

Sarhan A., Rokne J., Alhajj R.
19th International Conference on Computer Analysis of Images and Patterns, CAIP 2021, Virtual, Online, 28 - 30 September 2021, vol.13052 LNCS, pp.123-134, (Full Text) identifier

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

Sarhan A., Rokne J., Alhajj R., Crichton A.
25th International Conference on Pattern Recognition, ICPR 2020, Virtual, Milan, Italy, 10 - 15 January 2021, pp.9211-9218, (Full Text) Creative Commons License identifier identifier

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

Vural H., Kaya M., ALHAJJ R.
11th IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, Vancouver, Canada, 27 - 30 August 2019, pp.929-932, (Full Text) identifier identifier

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

KAYA M., ALHAJJ R.
PROCEEDINGS OF THE 12TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1 AND 2, ST LOUIS, 25 - 28 May 2003, pp.881-886, (Full Text) identifier
Books

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

MALKAWI M. J. A., ALHAJJ R.
in: Cyber Security and Social Media Applications, Tarıyan Özyer Sibel, Kaya Buket, Editor, Springer, Cham, pp.29-54, 2023