Gillala Rekha

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Imbalanced Data

Class Imbalance

Swarm Optimization

Software Defect

Top Venues

Int. J. Hybrid Intell. Syst.

J. Inf. Sci. Eng.

Int. J. Intell. Inf. Database Syst.

Publications

Gillala Rekha, Anand Kumar Mishra, Amit Kumar Tyagi
An Improved Oversampling Algorithms based on Informative Sample Selection Strategy Solving Imbalance. IC3 (2023)
Gillala Rekha, K. Shailaja, Chandrashekar Jatoth
Informative Software Defect Data Generation and Prediction: INF-SMOTE. ICACDS (1) (2022)
Gillala Rekha, Vuyyuru Krishna Reddy, Chandrashekar Jatoth, Ugo Fiore
An efficient chaotic salp swarm optimization approach based on ensemble algorithm for class imbalance problems. Soft Comput. 25 (23) (2021)
Gillala Rekha, V. Krishna Reddy
DDCO - Diversified Data Characteristic-based Oversampling for Imbalance Classification Problems. J. Inf. Sci. Eng. 37 (5) (2021)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
Critical Instances Removal based Under-Sampling (CIRUS): A solution for class imbalance problem. Int. J. Hybrid Intell. Syst. 16 (2) (2020)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
An Earth mover's distance-based undersampling approach for handling class-imbalanced data. Int. J. Intell. Inf. Database Syst. 13 (2/3/4) (2020)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
A novel approach for solving skewed classification problem using cluster based ensemble method. Math. Found. Comput. 3 (1) (2020)
Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi
Chaotic Salp Swarm Optimization Using SVM for Class Imbalance Problems. HIS (2019)
Gillala Rekha, Amit Kumar Tyagi, V. Krishna Reddy
Solving class imbalance problem using bagging, boosting techniques, with and without using noise filtering method. Int. J. Hybrid Intell. Syst. 15 (2) (2019)
Gillala Rekha, Amit Kumar Tyagi
Cluster-Based Under-Sampling Using Farthest Neighbour Technique for Imbalanced Datasets. IBICA (2019)
Gillala Rekha, Amit Kumar Tyagi, V. Krishna Reddy
A Novel Approach to Solve Class Imbalance Problem Using Noise Filter Method. ISDA (1) (2018)