Computational Intelligence and Data Analytics (CIDA) Lab
CIDA LAB at TIGER Institute
CIDA Lab has been awarded a $200,000 NSF grant to research incremental learning of heterogeneous feature space, July 2024.
CIDA Lab has released the first deep clustering algorithm for tabular data - Gaussian Cluster Embedding in Autoencdoer's Latent Space (G-CEALS), May 2024
Congratulations to Mr. Shourav Rabbani for successfully defending his master's thesis titled "Attention-based learning of Tabular Data", March 2024
CIDA Lab has extensively benchmarked attention and contrastive learning of tabular data sets, January 2024
CIDA Lab has been awarded an Amazon Research grant ($80,000) to conduct research on domain adaptation and data distribution alignment, August, 2023.
CIDA lab is seeking a research associate in Data Science
Dr. Samad has been awarded an $800,000 DoD research grant to conduct foundational machine learning research for four years.
Dr. Samad is one of the six recipents of the T.I.G.E.R research award in the College of Engineering, April, 2023
CIDA Lab Student Shourav Rabbani and his team won the best oral presentation award at TSU's annual research symposium, April 2023
Congratulations to Maksims Kazijevs and Sakib Abrar for successfully defending their master's theses, March 2023
CIDA Lab contributes a new pre-print on the survey and benchmarking of deep learning methods for imputing missing values in multivariate time-series data - February, 2023
CIDA Lab has published a journal article in Neural Networks (Impact Factor ~10) - September, 2022.
CIDA Lab presented new research on mining social media for predicting COVID-19 case counts at ICHI - 2022, at Mayo Clinic Civic Center
Co-PI Dr. Manar Samad, in collaboration with the College of Agriculture, has received a $500,000 research grant from the National Institute of Food and Agriculture/USDA to investigate Artificial Intelligence solutions in Tomato Projects - June, 2022
CIDA Lab article on missing value imputation has been published in Knowledge Based Systems (IF 8.0 Journal) - May, 2022
Our new work on manifold regularized CNN
CIDA lab has received a $421,700 grant from NIH to conduct research on data science and health informatics.
Our research on COVID-19 is featured in TSU Spring 2020 Newsletter - see the research article here.
Prospective Graduate Students
TSU - Department of Computer Science (CS) is now offering MS in CS degree with a Data Science concentration (Thesis/Non-thesis).
Ph.D. applicants are expected to complete a thesis-based MS in CS with at least one peer-reviewed publication.
Prospective GRAs are expected to have UG GPA > 3.00, excellent Python programming, verbal and written communication skills.
The CIDA lab will provide hands-on training, supervision, and funding support for students interested in working with the lab.
For GRA opportunities, please contact us with your CV.