Suvodeep Majumder
College of Engineering
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Works (6)
Updated: June 20th, 2023 05:01
2023 journal article
A deep learning synthetic likelihood approximation of a non-stationary spatial model for extreme streamflow forecasting
SPATIAL STATISTICS, 55.
author keywords: Climate change; Deep learning; Density regression; Gaussian process; Max -stable processes; Vecchia approximation
arxiv.org (repository)
Sources: Web Of Science, ORCID
Added: June 19, 2023
2022 article
Fair-SSL: Building fair ML Software with less data
2022 IEEE/ACM INTERNATIONAL WORKSHOP ON EQUITABLE DATA & TECHNOLOGY (FAIRWARE 2022), pp. 1–8.
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. 566–578.
author keywords: Defect Prediction; Project Health; Bellwether; Hierarchical Clustering; Random Forest; Two Phase Transfer Learning; Transfer Learning
Source: Web Of Science
Added: September 19, 2022
2022 journal article
Revisiting process versus product metrics: a large scale analysis
EMPIRICAL SOFTWARE ENGINEERING, 27(3).
author keywords: Software engineering; Software process; Process metrics; Product metrics; Developer metrics; Random forest; Logistic regression; Support vector machine; HPO
Source: Web Of Science
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. 429–440.
author keywords: Software Fairness; Fairness Metrics; Bias Mitigation
Source: Web Of Science
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. 448–459.
author keywords: sampling; early; defect prediction; analytics
Source: Web Of Science
Added: September 13, 2021
