A Multi-dimensional Comparison of Toolkits for Machine Learning with Big Data. - Aaron N. Richter; Taghi M. Khoshgoftaar; Sara Landset; Tawfiq Hasanin (IRI, 2015)

A survey of open source tools for machine learning with big data in the Hadoop ecosystem. - Sara Landset; Taghi M. Khoshgoftaar; Aaron N. Richter; Tawfiq Hasanin (J. Big Data, 2015)

An Empirical Study on Class Rarity in Big Data. - Richard A. Bauder; Taghi M. Khoshgoftaar; Tawfiq Hasanin (ICMLA, 2018)

Data Sampling Approaches with Severely Imbalanced Big Data for Medicare Fraud Detection. - Richard A. Bauder; Taghi M. Khoshgoftaar; Tawfiq Hasanin (ICTAI, 2018)

The Effects of Random Undersampling with Simulated Class Imbalance for Big Data. - Tawfiq Hasanin; Taghi M. Khoshgoftaar (IRI, 2018)

Investigating Random Undersampling and Feature Selection on Bioinformatics Big Data. - Tawfiq Hasanin; Taghi M. Khoshgoftaar; Joffrey L. Leevy; Naeem Seliya (BigDataService, 2019)

A Comparison of Performance Metrics with Severely Imbalanced Network Security Big Data. - Tawfiq Hasanin; Taghi M. Khoshgoftaar; Joffrey L. Leevy (IRI, 2019)

Severely imbalanced Big Data challenges: investigating data sampling approaches. - Tawfiq Hasanin; Taghi M. Khoshgoftaar; Joffrey L. Leevy; Richard A. Bauder (J. Big Data, 2019)

Examining characteristics of predictive models with imbalanced big data. - Tawfiq Hasanin; Taghi M. Khoshgoftaar; Joffrey L. Leevy; Naeem Seliya (J. Big Data, 2019)

Investigating Machine Learning Algorithms with Imbalanced Big Data. - Tawfiq Hasanin (2019)

Investigating class rarity in big data. - Tawfiq Hasanin; Taghi M. Khoshgoftaar; Joffrey L. Leevy; Richard A. Bauder (J. Big Data, 2020)

Automated Red Palm Weevil Detection Using Gorilla Troops Optimizer With Deep Learning Model. - Amani Abdulrahman Albraikan; Majdi Khalid; Nuha Alruwais; Tawfiq Hasanin; Ashit Kumar Dutta; Heba Mohsen; Mohammed Rizwanullah; Sara Saadeldeen Ibrahim (IEEE Access, 2023)

Computer Aided Diagnosis for Gastrointestinal Cancer Classification Using Hybrid Rice Optimization With Deep Learning. - Olfat M. Mirza; Aisha Alsobhi; Tawfiq Hasanin; Mohamad Khairi Ishak; Faten Khalid Karim; Samih Mohemmed Mostafa (IEEE Access, 2023)

Analysis of Medical Diagnosis Using Double Hierarchical Linguistic Information and Hamacher T-Norms. - Saleem Abdullah; Nawab Ali; Tawfiq Hasanin (IEEE Access, 2024)

A full privacy-preserving distributed batch-based certificate-less aggregate signature authentication scheme for healthcare wearable wireless medical sensor networks (HWMSNs). - Osama Bassam J. Rabie; Shitharth Selvarajan; Tawfiq Hasanin; Gouse Baig Mohammad; Abddulrhman M. Alshareef; Mueen Uddin (Int. J. Inf. Sec., 2024)

Correction: A full privacy-preserving distributed batch-based certificate-less aggregate signature authentication scheme for healthcare wearable wireless medical sensor networks (HWMSNs). - Osama Bassam J. Rabie; Shitharth Selvarajan; Tawfiq Hasanin; Gouse Baig Mohammad; Abddulrhman M. Alshareef; Mueen Uddin (Int. J. Inf. Sec., 2024)