Lecturer & On Leave
PhD in Computer Science (ongoing), Purdue University, West Lafayette, Indiana, USA
MS in Computer Science, Memorial University of Newfoundland (MUN), Canada
BS in Computer Science, Islamic University of Technology (IUT), Bangladesh
Research Areas
Research Interests
Database Systems (DB) + Machine Learning (ML)
ML for DB: Learned Multi-dimensional Indexes
DB for ML: Extending DB to support efficient ML workloads
Teaching
Selected Publications
Conference Papers
- Sheikh Muhammad Sarwar, Abdullah-Al-Mamun, “Next Word Prediction for Phonetic Typing by Grouping Language Models,” In Proceedings of 2nd International Conference on Information Management (ICIM), p. 73-76, IEEE, 2016
- Abdullah-Al-Mamun, Antonina Kolokolova, Dan Brake, “Detecting Contextual Anomalies from Time-Changing Sensor Data Streams,” In Proceedings of the Doctoral Consortium of 25th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), p.13, 2015
- Sheikh Muhammad, Md Anowarul Abedin, A. H. M. Ullah, Abdullah-Al-Mamun, “Personalized Query Expansion for Web Search Using Social Keywords,” In Proceedings of 15th International Conference on Information Integration and Web-based Applications & Services (iiWAS), p. 610. ACM, 2013
- Abdullah-Al-Mamun, Md. Anowarul Abedin, Md. Al Arman, Prof. Dr. M.A. Mottalib, Mohammad Rezwanul Huq, “Mining Data Stream from a Higher Level of Abstraction: A Class Window Approach,” In Proceedings of the International Conference on Informatics Engineering & Information Science (ICIEIS), p.461. Springer, 2011
Others
- Umme Hafsa Billah, Sheikh Muhammad Sarwar, Abdullah-Al-Mamun, “Personalized Language Models for Computer-mediated Communication,” In Proceedings of 3rd International Workshop on Concept Discovery in Unstructured Data (workshop co-located with the 13th International Conference on Concept Lattices and Their Applications), p. 2-12, 2016