Email: afariha [at] cs.umass.edu

I am a PhD candidate at the CICS, University of Massachusetts, Amherst. I work in the DREAM lab as a research assistant with Prof. Alexandra Meliou.
I am in the job market! [Resume] [Research Statement]

Recent News

Research


Research Projects

Publications

Conference papers and demonstrations
  1. Anna Fariha, Matteo Brucato, Peter J. Haas, Alexandra Meliou: SuDocu: Summarizing Documents by Example [Demo]. PVLDB 2020
  2. Anna Fariha, Suman Nath, Alexandra Meliou: Causality-Guided Adaptive Interventional Debugging. SIGMOD 2020
  3. Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani: ExTuNe: Explaining Tuple Non-conformance [Demo]. SIGMOD 2020
  4. Anna Fariha, Alexandra Meliou: Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. PVLDB 2019
  5. Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou: SQuID - Semantic Similarity-Aware Query Intent Discovery [Demo]. SIGMOD 2018
Technical reports
  1. Anna Fariha, Suman Nath, Alexandra Meliou: Causality-Guided Adaptive Interventional Debugging. arXiv pre-print 2020
  2. Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou: Data Invariants: On Trust in Data-Driven Systems. arXiv pre-print 2020
  3. Anna Fariha, Alexandra Meliou: Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. arXiv pre-print 2019
  4. Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou: Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. 2020
Undergraduate and masters research
  1. 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. Eng. Appl. Artif. Intell. 2015
  2. Amit Mandal, Mehedi Hasan, Anna Fariha, Chowdhury Farhan Ahmed: GSCS - Graph Stream Classification with Side Information. APWeb 2015
  3. 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. WI-IAT 2015
  4. Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam, Nicolas Lachiche: Mining Frequent Correlated Graphs with a New Measure. Expert Syst. Appl. 2014
  5. 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. APWeb 2013
  6. 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. PAKDD 2013
  7. Shariful Islam, Anna Fariha, Chowdhury Farhan Ahmed, Byeong-Soo Jeong: EGDIM: Evolving Graph Database Indexing Method. ICUIMC 2012

Courses & course projects

Interests