I am a Researcher at Microsoft PROSE team. I obtained my Ph.D. from the College of Information
and Computer Sciences (CICS), University of Massachusetts, Amherst
under the supervision of Prof. Alexandra Meliou. My
primary area of research revolves around data management; but, the
application areas of my research have been interdisciplinary, spanning
from program synthesis and software engineering to machine learning,
natural language processing, and human-computer interaction. I am
interested in designing mechanisms for enhancing system usability and
developing intelligent tools towards boosting productivity for a diverse
group of users, ranging from end users to data scientists and developers.
[June 2021] Joined Microsoft PROSE team as a Researcher.
Anna Fariha, Alexandra Meliou:
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity.CoRR abs/1906.10322 (2019)
Undergraduate and masters research
Anna Fariha, Chowdhury Farhan Ahmed, Carson K. Leung, Md. Samiullah, Suraiya Pervin, Longbing Cao:
A New Framework for Mining Frequent Interaction Patterns from Meeting Databases.
Engineering Applications of Artificial Intelligence (2015)
Amit Mandal, Mehedi Hasan, Anna Fariha, Chowdhury Farhan Ahmed:
GSCS - Graph Stream Classification with Side Information.
Quazi Marufur Rahman, Anna Fariha, Amit Mandal, Chowdhury Farhan Ahmed, Carson K. Leung:
A Sliding Window-Based Algorithm for Detecting Leaders from Social Network Action Streams.
Shafaet Ashraf, Sheikh Muhammad Sarwar, Md. Abeed Hassan, Saifuddin Md. Tareeq, Anna Fariha:
An Efficient Method for Extracting Subtrees Against Forest Query.
Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Akiz Uddin Ahmed:
Efficient Graph Classification in Shifted Datasets Using Weighted Correlated Feature Selection.
Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam, Nicolas Lachiche:
Mining Frequent Correlated Graphs with a New Measure.
Expert System with Applications (2014)
Md. Samiullah, Chowdhury Farhan Ahmed, Manziba Akanda Nishi, Anna Fariha, S. M. Abdullah, Md. Rafiqul Islam:
Correlation Mining in Graph Databases with a New Measure.
Anna Fariha, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung, S. M. Abdullah, Longbing Cao:
Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs.
Anna Fariha, Shariful Islam, Chowdhury Farhan Ahmed, Byeong-Soo Jeong:
An Algorithm towards Indexing Evolving Graph Databases.
GSTF Journal on Computing (2012)