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Daisy Ipatzi Bello, Sabeen Tahir, Stefania Paladini

Zahra Shahroodi, Alireza Tayebi, Arsham Moayedi Far, David Zidar, Klaus Straka, Florian Arbeiter, Nina Krempl, Clemens Holzer

Sanjay Dhanka, Ankur Kumar, Abhinav Sharma, Haswanth Vundavilli, Surita Maini, Elakkiya Rajasekar

Donggeun Kim, Jai Woo Lee

Chin Wang Cheong, Kejing Yin, William K. Cheung, Ivor Tsang

Islam S. Fathi, Ahmed R. El-Saeed, Gaber Hassan, Mohammed Aly

Bolaji A. Omodunbi, David B. Olawade, Omosigho F. Awe, Afeez A. Soladoye, Nicholas Aderinto, Saak V. Ovsepian, Stergios Boussios

Mahmoud Abdelhak, Jacques Tott-Buswell, Luke J. Prendergast, Ramin Ghiasi, Abdollah Malekjafarian

Tri-Quan Dang, Tan-Minh Nguyen, Phuc-Thien Tran, Tien-Thao Cong Phan, Thach-Bao Huynh, Luan-Thanh Nguyen

Cihan Kuzudisli, Burcu Bakir-Gungor, Bahjat Qaqish, Malik Yousef

Burcu Bakir-Gungor, Mustafa Temiz, Beyza Canakcimaksutoglu, Malik Yousef

Fengjun Zhang, Lisheng Huang, Kai Shi, Shengjie Zhai, Yunhai Lan, Qinghua Li

Burcu Bakir-Gungor, Nur Sebnem Ersoz, Malik Yousef

Barzan Saeedpour, Fardin Akhlaghian Tab, Mohsen Ramezani, Eghbal Hosseini

Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef

Miriam Distefano, Giovanni Avola, Claudio Cantini, Beniamino Gioli, Alice Cavaliere, Ezio Riggi

Jiayue Chen, Ping Zhu

Sunawar Khan, Tehseen Mazhar, Naila Sammar Naz, Fahed Ahmed, Tariq Shahzad, Atif Ali, Muhammad Adnan Khan, Habib Hamam

Jestoni P. Tan, Jayson C. Jueco, Emerita M. Tan, Chona R. Dagatan, Denilin P. Avila, Ferdinand F. Batayola, Wilen Melsedec O. Narvios, Maria Gemel B. Palconit

M. Sowmiya, B. Banu Rekha, E. Malar

Guotai Chi, Fengshan Bai, Hongping Tan, Ying Zhou

Sanjay Dhanka, Abhinav Sharma, Ankur Kumar, Surita Maini, Haswant Vundavilli

Olga Solovei, Tetyana Honcharenko

Emma Qumsiyeh, Burcu Bakir-Gungor, Malik Yousef

Jayson C. Jueco, Jestoni P. Tan, Emerita M. Tan, Ferdinand F. Batayola, Wilen Melsedec O. Narvios, Maria Gemel B. Palconit

Hai NguyenDuc, KieuAnh VuThi, Dai NguyenDinhVi, Tamer Z. Emara, Thanh Trinh

Mohsen Mousavi, Nasser Khalili

Ridho Ananda, Dina Rachmawaty, Budi Pratikno, Odai Amer Hamid, Maifuza Binti Mohd Amin

Peyman Jafary, Davood Shojaei, Abbas Rajabifard, Tuan Ngo

Shrouq Al-Daja, Ala’ Alyabrodi, Abdallah Moubayed, MohammadNoor Injadat, Ali Elrashidi

Nur Sebnem Ersoz, Cihan Kuzudisli, Malik Yousef, Burcu Bakir-Gungor

Nabila H. Shikoun, Ahmed Salem Al-Eraqi, Islam S. Fathi

Daniel Voskergian, Rashid Jayousi, Malik Yousef

Runyu Zheng, Yuyao Jia, Chidanand Ullagaddi, Cody Allen, Kent Rausch, Vijay Singh, James C. Schnable, Mohammed Kamruzzaman

Emma Qumsiyeh, Burcu Bakir-Gungor, Malik Yousef

Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef

Sanem Şehribanoğlu

Burcu Bakir-Gungor, Mustafa Temiz, Yasin Inal, Emre Cicekyurt, Malik Yousef

Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, Huajie Shao

Wagner Martins dos Santos, Lady Daiane Costa de Sousa Martins, Alan Cezar Bezerra, Luciana Sandra Bastos de Souza, Alexandre Maniçoba da Rosa Ferraz Jardim, Marcos Vinícius da Silva, Carlos André Alves de Souza, Thieres George Freire da Silva

Muminur Rahman, Mohammad Nayeem Hasan, Faizul Islam, Sabrin Sultana, Shomi Khan

Daniel Voskergian, Rashid Jayousi, Malik Yousef

Changchun He, Xin Huo, Chao Zhu, Songlin Chen

Arlex Marin-Ramirez, David Tyler Mahoney, Brenden Riddle, Leonie Bettel, James F. Fox

Burcu Bakir-Gungor, Mustafa Temiz, Amhar Jabeer, Di Wu, Malik Yousef

2026	Communications in Computer and Information Science Daisy Ipatzi Bello, Sabeen Tahir, Stefania Paladini
2026	Data-driven prediction of mechanical properties in recycled fibre-reinforced polymer composites: Integrating machine learning with material–processing feature importance analysis Journal of Materials Research and Technology Zahra Shahroodi, Alireza Tayebi, Arsham Moayedi Far, David Zidar, Klaus Straka, Florian Arbeiter, Nina Krempl, Clemens Holzer
2025	Advances in Machine Learning and Deep Learning for Hormonal Disorder Diagnosis: an Exhaustive Review on PCOS, Thyroid, and Optimization Techniques Archives of Computational Methods in Engineering Sanjay Dhanka, Ankur Kumar, Abhinav Sharma, Haswanth Vundavilli, Surita Maini, Elakkiya Rajasekar
2025	Predicting Absenteeism at Workplace Using Machine Learning and Network Analysis SAGE Open Donggeun Kim, Jai Woo Lee
2025	Explanation Beyond Individual Features: Instance-wise Feature Grouping for EHR Predictive Analytics Journal of Healthcare Informatics Research Chin Wang Cheong, Kejing Yin, William K. Cheung, Ivor Tsang
2025	Fractional Chebyshev Transformation for Improved Binarization in the Energy Valley Optimizer for Feature Selection Fractal and Fractional Islam S. Fathi, Ahmed R. El-Saeed, Gaber Hassan, Mohammed Aly
2025	Stacked Ensemble Learning for Classification of Parkinson’s Disease Using Telemonitoring Vocal Features Diagnostics Bolaji A. Omodunbi, David B. Olawade, Omosigho F. Awe, Afeez A. Soladoye, Nicholas Aderinto, Saak V. Ovsepian, Stergios Boussios
2025	Scour identification around offshore wind turbine monopile foundations using an unsupervised anomaly detection approach Ocean Engineering Mahmoud Abdelhak, Jacques Tott-Buswell, Luke J. Prendergast, Ramin Ghiasi, Abdollah Malekjafarian
2025	From reality to virtuality: Unveiling Gen Z's purchasing behavior through virtual influencers in the metaverse Digital Business Tri-Quan Dang, Tan-Minh Nguyen, Phuc-Thien Tran, Tien-Thao Cong Phan, Thach-Bao Huynh, Luan-Thanh Nguyen
2025	RCE-IFE: recursive cluster elimination with intra-cluster feature elimination PeerJ Computer Science Cihan Kuzudisli, Burcu Bakir-Gungor, Bahjat Qaqish, Malik Yousef
2025	Prediction of colorectal cancer based on taxonomic levels of microorganisms and discovery of taxonomic biomarkers using the Grouping-Scoring-Modeling (G-S-M) approach Computers in Biology and Medicine Burcu Bakir-Gungor, Mustafa Temiz, Beyza Canakcimaksutoglu, Malik Yousef
2025	Intrusion detection based on hybrid metaheuristic feature selection The Computer Journal Fengjun Zhang, Lisheng Huang, Kai Shi, Shengjie Zhai, Yunhai Lan, Qinghua Li
2025	Integrating Biological Domain Knowledge with Machine Learning for Identifying Colorectal-Cancer-Associated Microbial Enzymes in Metagenomic Data Applied Sciences Burcu Bakir-Gungor, Nur Sebnem Ersoz, Malik Yousef
2025	Mediating between filter and wrapper via probabilistic models, A hybrid feature selection framework for multi-label data Engineering Applications of Artificial Intelligence Barzan Saeedpour, Fardin Akhlaghian Tab, Mohsen Ramezani, Eghbal Hosseini
2025	Lecture Notes in Networks and Systems Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef
2025	A Biologically Informed Wavelength Extraction (BIWE) Method for Hyperspectral Classification of Olive Cultivars and Ripening Stages Remote Sensing Miriam Distefano, Giovanni Avola, Claudio Cantini, Beniamino Gioli, Alice Cavaliere, Ezio Riggi
2025	Discernibility matrix-based feature selection approaches with fuzzy dominance-based neighborhood rough sets Fuzzy Sets and Systems Jiayue Chen, Ping Zhu
2025	Advanced Feature Selection Techniques in Medical Imaging—A Systematic Literature Review Computers, Materials & Continua Sunawar Khan, Tehseen Mazhar, Naila Sammar Naz, Fahed Ahmed, Tariq Shahzad, Atif Ali, Muhammad Adnan Khan, Habib Hamam
2025	2025 4th International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) Jestoni P. Tan, Jayson C. Jueco, Emerita M. Tan, Chona R. Dagatan, Denilin P. Avila, Ferdinand F. Batayola, Wilen Melsedec O. Narvios, Maria Gemel B. Palconit
2025	Optimized heart disease prediction model using a meta-heuristic feature selection with improved binary salp swarm algorithm and stacking classifier Computers in Biology and Medicine M. Sowmiya, B. Banu Rekha, E. Malar
2025	Default Prediction Framework With Optimal Feature Set and Matching Ratio Journal of Forecasting Guotai Chi, Fengshan Bai, Hongping Tan, Ying Zhou
2025	Advancements in Hybrid Machine Learning Models for Biomedical Disease Classification Using Integration of Hyperparameter-Tuning and Feature Selection Methodologies: A Comprehensive Review Archives of Computational Methods in Engineering Sanjay Dhanka, Abhinav Sharma, Ankur Kumar, Surita Maini, Haswant Vundavilli
2025	Lecture Notes in Networks and Systems Olga Solovei, Tetyana Honcharenko
2025	2025 33rd Signal Processing and Communications Applications Conference (SIU) Emma Qumsiyeh, Burcu Bakir-Gungor, Malik Yousef
2025	2025 4th International Conference on Computational Modelling, Simulation and Optimization (ICCMSO) Jayson C. Jueco, Jestoni P. Tan, Emerita M. Tan, Ferdinand F. Batayola, Wilen Melsedec O. Narvios, Maria Gemel B. Palconit
2025	Lecture Notes in Networks and Systems Hai NguyenDuc, KieuAnh VuThi, Dai NguyenDinhVi, Tamer Z. Emara, Thanh Trinh
2025	VSI: An interpretable Bayesian feature selection method based on Vendi score Knowledge-Based Systems Mohsen Mousavi, Nasser Khalili
2025	Communications in Computer and Information Science Ridho Ananda, Dina Rachmawaty, Budi Pratikno, Odai Amer Hamid, Maifuza Binti Mohd Amin
2024	Automated land valuation models: A comparative study of four machine learning and deep learning methods based on a comprehensive range of influential factors Cities Peyman Jafary, Davood Shojaei, Abbas Rajabifard, Tuan Ngo
2024	2024 25th International Arab Conference on Information Technology (ACIT) Shrouq Al-Daja, Ala’ Alyabrodi, Abdallah Moubayed, MohammadNoor Injadat, Ali Elrashidi
2024	2024 32nd Signal Processing and Communications Applications Conference (SIU) Nur Sebnem Ersoz, Cihan Kuzudisli, Malik Yousef, Burcu Bakir-Gungor
2024	BinCOA: An Efficient Binary Crayfish Optimization Algorithm for Feature Selection IEEE Access Nabila H. Shikoun, Ahmed Salem Al-Eraqi, Islam S. Fathi
2024	Enhanced TextNetTopics for Text Classification Using the G-S-M Approach with Filtered fastText-Based LDA Topics and RF-Based Topic Scoring: fasTNT Applied Sciences Daniel Voskergian, Rashid Jayousi, Malik Yousef
2024	Optimizing feature selection with gradient boosting machines in PLS regression for predicting moisture and protein in multi-country corn kernels via NIR spectroscopy Food Chemistry Runyu Zheng, Yuyao Jia, Chidanand Ullagaddi, Cody Allen, Kent Rausch, Vijay Singh, James C. Schnable, Mohammed Kamruzzaman
2024	2024 32nd Signal Processing and Communications Applications Conference (SIU) Emma Qumsiyeh, Burcu Bakir-Gungor, Malik Yousef
2024	Lecture Notes in Computer Science Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef
2024	Covid 19 Öncesi ve Sonrası Algılanan Mutluluk Yüzüncü Yıl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi Sanem Şehribanoğlu
2024	CCPred: Global and population-specific colorectal cancer prediction and metagenomic biomarker identification at different molecular levels using machine learning techniques Computers in Biology and Medicine Burcu Bakir-Gungor, Mustafa Temiz, Yasin Inal, Emre Cicekyurt, Malik Yousef
2024	Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, Huajie Shao
2024	Use of Unmanned Aerial Vehicles for Monitoring Pastures and Forages in Agricultural Sciences: A Systematic Review Drones Wagner Martins dos Santos, Lady Daiane Costa de Sousa Martins, Alan Cezar Bezerra, Luciana Sandra Bastos de Souza, Alexandre Maniçoba da Rosa Ferraz Jardim, Marcos Vinícius da Silva, Carlos André Alves de Souza, Thieres George Freire da Silva
2024	Strategies for overcoming data scarcity, imbalance, and feature selection challenges in machine learning models for predictive maintenance Scientific Reports Ali Hakami
2024	2024 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON) Muminur Rahman, Mohammad Nayeem Hasan, Faizul Islam, Sabrin Sultana, Shomi Khan
2024	Topic selection for text classification using ensemble topic modeling with grouping, scoring, and modeling approach Scientific Reports Daniel Voskergian, Rashid Jayousi, Malik Yousef
2024	Feature Selection-Based Multiview Concentration for Multivariate Time Series Classification and Its Application IEEE Sensors Journal Changchun He, Xin Huo, Chao Zhu, Songlin Chen
2024	Response time of fast flowing hydrologic pathways controls sediment hysteresis in a low-gradient watershed, as evidenced from tracer results and machine learning models Journal of Hydrology Arlex Marin-Ramirez, David Tyler Mahoney, Brenden Riddle, Leonie Bettel, James F. Fox
2023	microBiomeGSM: the identification of taxonomic biomarkers from metagenomic data using grouping, scoring and modeling (G-S-M) approach Frontiers in Microbiology Burcu Bakir-Gungor, Mustafa Temiz, Amhar Jabeer, Di Wu, Malik Yousef
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