Sudipto Ghosh Professor

Office: Computer Science Building 468

Phone: (970) 491-4608

Website: http://www.cs.colostate.edu/~ghosh/

Curriculum Vitae: http://www.cs.colostate.edu/~ghosh/CV/vita.pdf

Google Scholar: https://scholar.google.com/citations?user=I5zd7t0AAAAJ&hl=en

Education

  • Ph.D. Computer Science, Purdue University, 2000
  • MS, Computer Science, Iowa State University, 1995
  • BTech, Computer Science and Engineering, Indian Institute of Technology, Kanpur, 1993

About

My research interests are in the areas of modeling and testing software in the object-oriented, aspect-oriented, and component-based paradigms. I serve on the editorial boards of prominent technical publications, co-chair major conferences in the field, and am a member of the ACM and Senior Member of the IEEE.

Publications

Anomaly Detection in COVID-19 Time-Series DataHajar Homayouni, Indrakshi Ray, Sudipto Ghosh, Shlok Gondalia, Michael G. Kahn Springer Nature Computer Science Special Issue on AI for Healthcare.
An Autocorrelation-based LSTM-Autoencoder for Anomaly Detection on Time-Series DataHajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Shlok Gondalia, Jerry Duggan, G. Kahn IEEE International Conference on Big Data Special Session on Machine Learning on Big Data, 2020.
ADQuaTe3: A Data Quality Test Approach for Fault Detection and Explanation in Big DataHajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Shlok Gondalia, Michaeel G. Kahn WWW Journal.
An Empirical Comparison of Four Java-based Regression Test Selection TechniquesErica Shin, Sudipto Ghosh, Leo R. Vijayasarathy Journal of Systems and Software.
Bridging the Model-to-Code Abstraction Gap with Fuzzy Logic in Model-Based Regression Test SelectionWalter Cazzola, Sudipto Ghosh, Mohammed Nayef Al-refai, Gabriele Maurina Software and System Modeling.
ADQuaTe2: A Data Quality Test Approach for Automated Constraint Discovery and Fault DetectionHajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Michael Kahn Information System Frontier Special Issue on Heuristics acquisition for Data Science.
An Interactive Data Quality Test Approach for Constraint Discovery and Fault DetectionHajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Michael Kahn IEEE International Conference on Big Data, 2019.
Supporting Inheritance Hierarchy Changes in Model-based Regression Test SelectionMohammed Nayef Al-refai, Sudipto Ghosh, Walter Cazzola Software and System Modeling, Springer, 2019.
Special issue on trustworthy systems and softwareSudipto Ghosh, Zhenyu Chen Software Quality Journal, 2019.
ADQuaTe: An Automated Data Quality Test Approach for Constraint Discovery and Fault DetectionHajar Homayouni, Sudipto Ghosh, Indrakshi Ray 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019.