I am a Ph.D. student at Computer Science and Engineering Department, University of Texas at Arlington. I am working with Professor Dr. Ramez Elmasri in Mining and Analysis of Spatio-Temporal Data Lab (MAST).
Research Interests
My research interests are Spatio-Temporal Data Analysis, POI recommendation, Spatial Clustering with varying density levels
Education
- Ph.D. Candidate
- Department of Computer Scicence and Engineering
- University of Texas at Arlington
- Supervisor: Professor Dr. Ramez Elmasri
- B.Sc. (Hons.)
- Department of Computer Scicence and Engineering
- University of Dhaka, Bangladesh
- 4th Year thesis Supervisor: Mr. Abu Ahmed Ferdaus
Employment
- Graduate Teaching Assistant: I am working as a Graduate Teaching Assistant (GTA) in University of Texas at Arlington since Spring 2013. As a GTA I assist faculty members with project handout, course plan, proctoring exams, Tutor and mentor students. Courses I have been GTA for are Introduction to Computers and Programming, DBMS models and implementation techniques and Database systems.
- Senior Software Developer: I worked as a senior software developer from December 2007 to July 2011 in Cention AB Private Ltd (Bangladesh Branch). I worked in a project Cention Contact Center (3C) which is an automatic email or answering system. I worked as team leader of a project Bridge Portal Ltd.
Research Paper
- Preference-Aware Successive POI Recommendation with Temporal and Spatial Influence
Madhuri Debnath , Praveen Kumar Tripathi and Ramez Elmasri
8th International Conference, SocInfo 2016
link pdf
- PLTRS: A Preference-Aware, Location-Aware and Time-Aware POI Recommender System in Location Based Social Networks
Madhuri Debnath
ACES Symposium, University of Texas at Arlington, 2016.
- A Direction Based Framework for Trajectory Data Analysis
Praveen Kumar Tripathi, Madhuri Debnath and Ramez Elmasri
The 9th ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2016
- Preference-Aware POI Recommendation with Temporal and Spatial Influence.
Madhuri Debnath , Praveen Kumar Tripathi and Ramez Elmasri
Proceedings of the 29th International Florida Artificial Intelligence Research Society Conference (pp. 548-553).
link pdf
- Directional Analysis of Trajectories Based on Trajectory Smoothing
Praveeb Kumar Tripathi, Madhuri Debnath and Ramez Elmasri
5th International Workshop on Mobile Entity Localization and Tracking in GPS-less Environment, MELT 2015
link pdf
- K-DBSCAN: Identifying Spatial Clusters with Differing Density Levels
Madhuri Debnath, Praveen Kumar Tripathi and Ramez Elmasri
International Workshop on Data Mining with Industrial Applications, DMIA 2015
link pdf
- Extracting Dense Regions from Hurricane Trajectory Data.
Praveen Kumar Tripathi, Madhuri Debnath and, Ramez Elmasri
First International ACM Workshop on Managing and Mining Enriched Geo-spatial Data, GeoRich 2014. 5:1-5:6
link pdf
- A Novel Approach to Trajectory Analysis using String Matching and Clustering
Madhuri Debnath, Praveen Kumar Tripathi and Ramez Elmasri
ICDM Workshops 2013: 986-993
link
pdf
- Dashboard - A novel approach to refind information in a website through building personalized navigational menus.
Prosunjit Biswas, Madhuri Debnath, Subarna Ghosh, Sifatur Rahim, Nataraj Chowdhury.
The 14th International Conference on Computer and Information Technology, 2011.
link
Other Interests
I love travel. Most favorite places I have visited are Shimla(India), Manali(India), Colorado, San-Diego(California), Niagara falls etc. Other interests include Painting, Sketching.
