Enriched Over_Sampling Techniques for Improving Classification of Imbalanced Big Data. - Sachin Subhash Patil; Shefali Pratap Sonavane (BigDataService, 2017)

Optimal feature subset selection for fuzzy extreme learning machine using genetic algorithm with multilevel parameter optimization. - Archana Pritam Kale; Shefali Sonavane (ICSIPA, 2017)

Improved classification of large imbalanced data sets using rationalized technique: Updated Class Purity Maximization Over_Sampling Technique (UCPMOT). - Sachin Subhash Patil; Shefali Pratap Sonavane (J. Big Data, 2017)

PF-FELM: A Robust PCA Feature Selection for Fuzzy Extreme Learning Machine. - Archana Pritam Kale; Shefali Sonavane (IEEE J. Sel. Top. Signal Process., 2018)

IoT based Smart Farming : Feature subset selection for optimized high-dimensional data using improved GA based approach for ELM. - Archana Pritam Kale; Shefali Sonavane (Comput. Electron. Agric., 2019)

F-WSS (^{++} ) : incremental wrapper subset selection algorithm for fuzzy extreme learning machine. - Archana Pritam Kale; Shefali Sonavane (Int. J. Mach. Learn. Cybern., 2019)

ACO-IBR: a modified intersection-based routing approach for the VANET. - Bhushan Yelure; Shefali Sonavane (IET Networks, 2020)

A novel gradient foster shared-representation convolutional network optimization for multi-modalities. - Arifa Javid Shikalgar; Shefali Sonavane (Multim. Tools Appl., 2021)

Co-occurrence patterns based fruit quality detection for hierarchical fruit image annotation. - Sangita B. Nemade; Shefali Sonavane (J. King Saud Univ. Comput. Inf. Sci., 2022)

Empirical Analysis of Phrase-Based Statistical Machine Translation System for English to Hindi Language. - Arun Babhulgaonkar; Shefali Sonavane (Vietnam. J. Comput. Sci., 2022)

SARP: secure routing protocol using anonymous authentication in vehicular Ad-hoc networks. - Bhushan Yelure; Shefali Sonavane (J. Ambient Intell. Humaniz. Comput., 2023)

Semantic segmentation using GSAUNet. - Sangita B. Nemade; Shefali Sonavane (ICT Express, 2023)

Deep kernelized dimensionality reducer for multi-modality heterogeneous data. - Arifa Javid Shikalgar; Shefali Sonavane (J. Ambient Intell. Humaniz. Comput., 2024)