Suvodeep Majumder

College of Engineering

Works (7)

Updated: November 13th, 2023 08:06

2023 journal article

A deep learning synthetic likelihood approximation of a non-stationary spatial model for extreme streamflow forecasting

SPATIAL STATISTICS, 55.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Climate change; Deep learning; Density regression; Gaussian process; Max -stable processes; Vecchia approximation
Sources: Web Of Science, ORCID
Added: June 19, 2023

2023 journal article

Fair Enough: Searching for Sufficient Measures of Fairness

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 32(6).

By: S. Majumder n, J. Chakraborty n, G. Bai n, K. Stolee n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software fairness; fairness metrics; clustering; theoretical analysis; empirical analysis
Sources: Web Of Science, ORCID
Added: October 31, 2023

2022 article

Fair-SSL: Building fair ML Software with less data

2022 IEEE/ACM INTERNATIONAL WORKSHOP ON EQUITABLE DATA & TECHNOLOGY (FAIRWARE 2022), pp. 1โ€“8.

By: J. Chakraborty n, S. Majumder n & H. Tu n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Machine Learning with and for SE; Ethics in Software Engineering
Source: Web Of Science
Added: October 3, 2022

2022 article

Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health)

2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. 566โ€“578.

By: S. Majumder n, T. Xia n, R. Krishnaโ€‰ n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Defect Prediction; Project Health; Bellwether; Hierarchical Clustering; Random Forest; Two Phase Transfer Learning; Transfer Learning
Sources: Web Of Science, ORCID
Added: September 19, 2022

2022 journal article

Revisiting process versus product metrics: a large scale analysis

EMPIRICAL SOFTWARE ENGINEERING, 27(3).

By: S. Majumder n, P. Mody n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software engineering; Software process; Process metrics; Product metrics; Developer metrics; Random forest; Logistic regression; Support vector machine; HPO
Sources: Web Of Science, ORCID
Added: April 4, 2022

2021 article

Bias in Machine Learning Software: Why? How? What to Do?

PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 429โ€“440.

By: J. Chakraborty n, S. Majumder n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Software Fairness; Fairness Metrics; Bias Mitigation
Sources: Web Of Science, ORCID
Added: March 7, 2022

2021 article

Early Life Cycle Software Defect Prediction. Why? How?

2021 IEEE/ACM 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2021), pp. 448โ€“459.

By: N. Shrikanth n, S. Majumder n & T. Menzies nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: sampling; early; defect prediction; analytics
Sources: Web Of Science, ORCID
Added: September 13, 2021

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