Concepedia

Debashree Devi

DD

9

Publications

466

Citations

9

H-Index

2016

Active since

Affiliations

National Institute Of Technology Silchar(Current)

Debashree Devi is an author at National Institute Of Technology Silchar specializing in pattern recognition, data science, and data mining.

Top concepts

Data MiningEngineeringData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionComputer ScienceStatisticsPredictive AnalyticsCost-sensitive Learning

Publications per year

2016–2021

9

Publications

9

Redundancy-driven modified Tomek-link based undersampling: A solution to class imbalance

Debashree Devi, Saroj Kr. Biswas, Biswajit Purkayastha · Pattern Recognition Letters · 2016 · 175 citations · Full text

Learning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique

Debashree Devi, Saroj Kr. Biswas, Biswajit Purkayastha · Connection Science · 2019 · 70 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

A Hybrid Case Based Reasoning Model for Classification in Internet of Things (IoT) Environment

Saroj Kr. Biswas, Debashree Devi, Manomita Chakraborty · Journal of Organizational and End User Computing · 2018 · 53 citations

Web Of Thing, Engineering, Machine Learning +21

A Boosting-Aided Adaptive Cluster-Based Undersampling Approach for Treatment of Class Imbalance Problem

Debashree Devi, Suyel Namasudra, Seifedine Kadry · International Journal of Data Warehousing and Mining · 2020 · 49 citations

Majority Class Instances, Data Classification, Classification Method +14

A Cost-sensitive weighted Random Forest Technique for Credit Card Fraud Detection

Debashree Devi, Saroj Kr. Biswas, Biswajit Purkayastha · 2019 · 33 citations

Fraud Detection, Engineering, Machine Learning +16

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