An Effective Ensemble Method for Multi-class Classification and Regression for Imbalanced Data. - Tahira Alam; Chowdhury Farhan Ahmed; Sabit Anwar Zahin; Muhammad Asif Hossain Khan; Maliha Tashfia Islam (ICDM, 2018)

Mining Sequential Correlation with a New Measure. - Mohammad Fahim Arefin; Maliha Tashfia Islam; Chowdhury Farhan Ahmed (ICDM, 2018)

An Effective Recursive Technique for Multi-Class Classification and Regression for Imbalanced Data. - Tahira Alam; Chowdhury Farhan Ahmed; Sabit Anwar Zahin; Muhammad Asif Hossain Khan; Maliha Tashfia Islam (IEEE Access, 2019)

Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. - Maliha Tashfia Islam; Anna Fariha; Alexandra Meliou (CoRR, 2021)

Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. - Maliha Tashfia Islam; Anna Fariha; Alexandra Meliou; Babak Salimi (SIGMOD Conference, 2022)