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Deborah Jael Herrera, Daiane Maria Seibert, Karen Feyen, Marlon van Loo, Guido Van Hal, Wessel van de Veerdonk

Jothi Ganesan, Ahmad Taher Azar, Nashwa Ahmad Kamal, Zeeshan Haider, Chakib Ben Njima

Yun-Xi Cai, Shi-Qi Li, Hang Zhao, Miao Li, Ying Zhang, Yi Ru, Ying Luo, Yue Luo, Xiao-Ya Fei, Fang Shen, Jian-Kun Song, Xin Ma, Jing-Si Jiang, Le Kuai, Xiao-Xuan Ma, Bin Li

L. E. Nield, C. Manlhiot, K. Magor, L. Freud, B. Chinni, A. Ims, N. Melamed, O. Nevo, T. Van Mieghem, D. Weisz, S. Ronzoni

Deepak P., Adwait P. Parsodkar, Vishnu S. Nair, Sutanu Chakraborti

Ahmad Hassan, Saima Gulzar Ahmad, Tassawar Iqbal, Ehsan Ullah Munir, Kashif Ayyub, Naeem Ramzan

Muhammad Hameed Siddiqi, Madallah Alruwaili, Yousef Alhwaiti, Saad Alanazi, Faheem Khan

Ismail Moatadid, Ali Idri, Ibtissam Abnane

Raffaella Lissandrin, Ottavia Cicerone, Ambra Vola, Gianluca D’Alessandro, Simone Frassini, Tommaso Manciulli, Simone Famularo, Annalisa De Silvestri, Jacopo Viganò, Pietro Quaretti, Luca Ansaloni, Enrico Brunetti, Marcello Maestri

Sherly Ardhya Garini, Ary Mazharuddin Shiddiqi, Widya Utama, Alif Nurdien Fitrah Insani

Guangkai Huang, Zhijian Liu, Yajian Wang, Yuyou Yang

Mehmet Alper Şahin, Uğur Üresin

Hang Xiang, Rongkui Luo, Yunzhi Wang, Bing Yang, Sha Xu, Wen Huang, Shaoshuai Tang, Rundong Fang, Lingli Chen, Na Zhu, Zixiang Yu, Sujie Akesu, Chuanyuan Wei, Chen Xu, Yuhong Zhou, Jianying Gu, Jianyuan Zhao, Yingyong Hou, Chen Ding

Garry Brydges, George J. Chang, Tong J. Gan, Tsuyoshi Konishi, Vijaya Gottumukkala, Abhineet Uppal

Laila Mousafi Alasal, Emma U Hammarlund, Kenneth J Pienta, Lars Rönnstrand, Julhash U Kazi

Fanli Liu, Bin Zheng, Nan Zheng, Faiz Abdulaziz Alfaiz, H. Elhosiny Ali, Hakim AL Garalleh, Hamid Assilzadeh, Siwen Xia

Tsitsi Jester Mugejo, Weston Govere

Simon Yosboon, Natthakan Iam-On, Tossapon Boongoen, Phimmarin Keerin, Khwunta Kirimasthong

Jianbin Lu, Shuai Han, Weidong Chen, Leping Sun

Xander Jacquemyn, Bhargava K. Chinni, Benjamin T. Barnes, Sruti Rao, Shelby Kutty, Cedric Manlhiot

Alireza Javid, Vahab Toufigh

Ying Tian, Majid Khan Majahar Ali, Lili Wu

S. Nivetha, H. Hannah Inbarani

Zohaib Ahmad, Tariq Mahmood, Teg Alam, Amjad Rehman, Tanzila Saba

Gaurav Narkhede, Anil Hiwale, Bharat Tidke, Chetan Khadse

Marc Ghanem, Abdul Karim Ghaith, Cameron Zamanian, Antonio Bon-Nieves, Archis Bhandarkar, Mohamad Bydon, Alfredo Quiñones-Hinojosa

Irini Furxhi, Rossella Bengalli, Giulia Motta, Paride Mantecca, Ozge Kose, Marie Carriere, Ehtsham Ul Haq, Charlie O’Mahony, Magda Blosi, Davide Gardini, Anna Costa

S. Nivetha, H. Hannah Inbarani

Arezki Fekik, Mohamed Lamine Hamida, Dyhia Kais, Hocine Khati, Amar Bousbaine, Hakim Denoun

Abdelghani Redjati, Amira Boulmaiz, Mohamed Boughazi, Karima Boukari, Billel Meghni

Ahmad Taher Azar, P. K. Nizar Banu

Konstantina-Helen Tsarapatsani, Antonis Sakellarios, Vasileios C. Pezoulas, Vasilis D. Tsakanikas, George K. Matsopoulos, Winfried Marz, Marcus Kleber, Dimitrios I. Fotiadis

Ahmad Taher Azar, Mustafa Samy Elgendy, Mustafa Abdul Salam, Khaled M. Fouad

Miriam Seoane Santos, Pedro Henriques Abreu, Alberto Fernández, Julián Luengo, João Santos

2025	Development and Internal Validation of a Machine Learning-Based Colorectal Cancer Risk Prediction Model Gastrointestinal Disorders Deborah Jael Herrera, Daiane Maria Seibert, Karen Feyen, Marlon van Loo, Guido Van Hal, Wessel van de Veerdonk
2025	2025 International Conference on Control, Automation and Diagnosis (ICCAD) Jothi Ganesan, Ahmad Taher Azar, Nashwa Ahmad Kamal, Zeeshan Haider, Chakib Ben Njima
2025	Machine Learning-Driven discovery of immunogenic cell Death-Related biomarkers and molecular classification for diabetic ulcers Gene Yun-Xi Cai, Shi-Qi Li, Hang Zhao, Miao Li, Ying Zhang, Yi Ru, Ying Luo, Yue Luo, Xiao-Ya Fei, Fang Shen, Jian-Kun Song, Xin Ma, Jing-Si Jiang, Le Kuai, Xiao-Xuan Ma, Bin Li
2025	Machine Learning to Predict Outcomes of Fetal Cardiac Disease: A Pilot Study Pediatric Cardiology L. E. Nield, C. Manlhiot, K. Magor, L. Freud, B. Chinni, A. Ims, N. Melamed, O. Nevo, T. Van Mieghem, D. Weisz, S. Ronzoni
2025	Incorporating emergence in data-driven algorithms: the circularity pathway AI and Ethics Deepak P., Adwait P. Parsodkar, Vishnu S. Nair, Sutanu Chakraborti
2025	Enhanced Model for Gestational Diabetes Mellitus Prediction Using a Fusion Technique of Multiple Algorithms with Explainability International Journal of Computational Intelligence Systems Ahmad Hassan, Saima Gulzar Ahmad, Tassawar Iqbal, Ehsan Ullah Munir, Kashif Ayyub, Naeem Ramzan
2025	A Novel Hyper‐Tuned Multilayer Perceptron With Effective Stochastic Learning Strategies for Missing Values Imputation Expert Systems Muhammad Hameed Siddiqi, Madallah Alruwaili, Yousef Alhwaiti, Saad Alanazi, Faheem Khan
2025	Enhancing medical classification with fuzzy logic-based missing data imputation technique International Journal of Data Science and Analytics Ismail Moatadid, Ali Idri, Ibtissam Abnane
2025	Machine learning to predict the decision to perform surgery in hepatic echinococcosis HPB Raffaella Lissandrin, Ottavia Cicerone, Ambra Vola, Gianluca D’Alessandro, Simone Frassini, Tommaso Manciulli, Simone Famularo, Annalisa De Silvestri, Jacopo Viganò, Pietro Quaretti, Luca Ansaloni, Enrico Brunetti, Marcello Maestri
2025	Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms MethodsX Sherly Ardhya Garini, Ary Mazharuddin Shiddiqi, Widya Utama, Alif Nurdien Fitrah Insani
2024	A Multi-Objective Prediction XGBoost Model for Predicting Ground Settlement, Station Settlement, and Pit Deformation Induced by Ultra-Deep Foundation Construction Buildings Guangkai Huang, Zhijian Liu, Yajian Wang, Yuyou Yang
2024	A Novel Data Imputation Method (M-CBRI) for Industrial Analytic Applications Politeknik Dergisi Mehmet Alper Şahin, Uğur Üresin
2024	Proteogenomic insights into the biology and treatment of pan-melanoma Cell Discovery Hang Xiang, Rongkui Luo, Yunzhi Wang, Bing Yang, Sha Xu, Wen Huang, Shaoshuai Tang, Rundong Fang, Lingli Chen, Na Zhu, Zixiang Yu, Sujie Akesu, Chuanyuan Wei, Chen Xu, Yuhong Zhou, Jianying Gu, Jianyuan Zhao, Yingyong Hou, Chen Ding
2024	Testing Machine Learning Models to Predict Postoperative Ileus after Colorectal Surgery Current Oncology Garry Brydges, George J. Chang, Tong J. Gan, Tsuyoshi Konishi, Vijaya Gottumukkala, Abhineet Uppal
2024	XeroGraph: enhancing data integrity in the presence of missing values with statistical and predictive analysis Bioinformatics Advances Laila Mousafi Alasal, Emma U Hammarlund, Kenneth J Pienta, Lars Rönnstrand, Julhash U Kazi
2024	Smart nano generation of transgenic algae expressing white spot syndrome virus in shrimps for inner ear-oral infection treatments using the spotted hyena optimizer (SHO)-Long short-term memory algorithm Environmental Research Fanli Liu, Bin Zheng, Nan Zheng, Faiz Abdulaziz Alfaiz, H. Elhosiny Ali, Hakim AL Garalleh, Hamid Assilzadeh, Siwen Xia
2024	Integrated ECOD-KNN Algorithm for Missing Values Imputation in Datasets: Outlier Removal International Journal of Innovative Science and Research Technology (IJISRT) Tsitsi Jester Mugejo, Weston Govere
2024	Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data Expert Systems with Applications Simon Yosboon, Natthakan Iam-On, Tossapon Boongoen, Phimmarin Keerin, Khwunta Kirimasthong
2024	2024 IEEE First International Conference on Data Intelligence and Innovative Application (DIIA) Jianbin Lu, Shuai Han, Weidong Chen, Leping Sun
2024	Unsupervised machine learning identifies distinct phenotypes in cardiac complications of pediatric patients treated with anthracyclines Cardio-Oncology Xander Jacquemyn, Bhargava K. Chinni, Benjamin T. Barnes, Sruti Rao, Shelby Kutty, Cedric Manlhiot
2024	Utilizing ensemble machine learning and gray wolf optimization to predict the compressive strength of silica fume mixtures Structural Concrete Alireza Javid, Vahab Toufigh
2024	The application of adaptive group LASSO imputation method with missing values in personal income compositional data Journal of Big Data Ying Tian, Majid Khan Majahar Ali, Lili Wu
2023	Novel Hybrid Genetic Arithmetic Optimization for Feature Selection and Classification of Pulmonary Disease Images International Journal of Sociotechnology and Knowledge Development S. Nivetha, H. Hannah Inbarani
2023	Novel Architecture for Image Classification Based on Rough Set International Journal of Service Science, Management, Engineering, and Technology S. Nivetha, H. Hannah Inbarani
2023	Enhancing Time Series Forecasting With an Optimized Binary Gravitational Search Algorithm for Echo State Networks IEEE Access Zohaib Ahmad, Tariq Mahmood, Teg Alam, Amjad Rehman, Tanzila Saba
2023	Novel MIA-LSTM Deep Learning Hybrid Model with Data Preprocessing for Forecasting of PM2.5 Algorithms Gaurav Narkhede, Anil Hiwale, Bharat Tidke, Chetan Khadse
2023	Deep Learning Approaches for Glioblastoma Prognosis in Resource-Limited Settings: A Study Using Basic Patient Demographic, Clinical, and Surgical Inputs World Neurosurgery Marc Ghanem, Abdul Karim Ghaith, Cameron Zamanian, Antonio Bon-Nieves, Archis Bhandarkar, Mohamad Bydon, Alfredo Quiñones-Hinojosa
2023	Data-Driven Quantitative Intrinsic Hazard Criteria for Nanoproduct Development in a Safe-by-Design Paradigm: A Case Study of Silver Nanoforms ACS Applied Nano Materials Irini Furxhi, Rossella Bengalli, Giulia Motta, Paride Mantecca, Ozge Kose, Marie Carriere, Ehtsham Ul Haq, Charlie O’Mahony, Magda Blosi, Davide Gardini, Anna Costa
2023	Novel Adaptive Histogram Binning-Based Lesion Segmentation for Discerning Severity in COVID-19 Chest CT Scan Images International Journal of Sociotechnology and Knowledge Development S. Nivetha, H. Hannah Inbarani
2023	A Design and Implementation of a New Control Based on Petri Nets for Three Phase PWM-Rectifier International Journal of Service Science, Management, Engineering, and Technology Arezki Fekik, Mohamed Lamine Hamida, Dyhia Kais, Hocine Khati, Amar Bousbaine, Hakim Denoun
2022	A Novel Deep Learning Model for Recognition of Endangered Water-Bird Species International Journal of Sociotechnology and Knowledge Development Abdelghani Redjati, Amira Boulmaiz, Mohamed Boughazi, Karima Boukari, Billel Meghni
2022	Robust Feature Selection Using Rough Set-Based Ant-Lion Optimizer for Data Classification International Journal of Sociotechnology and Knowledge Development Ahmad Taher Azar, P. K. Nizar Banu
2022	2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) Konstantina-Helen Tsarapatsani, Antonis Sakellarios, Vasileios C. Pezoulas, Vasilis D. Tsakanikas, George K. Matsopoulos, Winfried Marz, Marcus Kleber, Dimitrios I. Fotiadis
2022	Rough Sets Hybridization with Mayfly Optimization for燚imensionality燫eduction Computers, Materials & Continua Ahmad Taher Azar, Mustafa Samy Elgendy, Mustafa Abdul Salam, Khaled M. Fouad
2022	The impact of heterogeneous distance functions on missing data imputation and classification performance Engineering Applications of Artificial Intelligence Miriam Seoane Santos, Pedro Henriques Abreu, Alberto Fernández, Julián Luengo, João Santos
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