Lalit Gupta

About Lalit Gupta

Lalit Gupta, With an exceptional h-index of 22 and a recent h-index of 12 (since 2020), a distinguished researcher at Southern Illinois University Carbondale, specializes in the field of Machine learning, Information fusion, neuroinformatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Training LSTMS with circular-shift epochs for accurate event forecasting in imbalanced time series

Analyses of Subsample Averaging of Single Trials for Event-Related Potential Classification

Multidomain Convolution Neural Network Models for Improved Event-Related Potential Classification

Improving the forecasting and classification of extreme events in imbalanced time series through block resampling in the joint predictor-forecast space

Exploiting the Cone of Influence for Improving the Performance of Wavelet Transform-Based Models for ERP/EEG Classification

Fusion models for generalized classification of multi-axial human movement: Validation in sport performance

CINET: A Brain-Inspired Deep Learning Context-Integrating Neural Network Model for Resolving Ambiguous Stimuli

Lalit Gupta Information

University

Position

Professor of Electrical & Computer Engineering

Citations(all)

2310

Citations(since 2020)

545

Cited By

1732

hIndex(all)

22

hIndex(since 2020)

12

i10Index(all)

49

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Lalit Gupta Skills & Research Interests

Machine learning

Information fusion

neuroinformatics

Top articles of Lalit Gupta

Title

Journal

Author(s)

Publication Date

Training LSTMS with circular-shift epochs for accurate event forecasting in imbalanced time series

Expert Systems with Applications

Xiaoqian Chen

Lalit Gupta

2024/3/15

Analyses of Subsample Averaging of Single Trials for Event-Related Potential Classification

Xiaoqian Chen

Lalit Gupta

2023/7/17

Multidomain Convolution Neural Network Models for Improved Event-Related Potential Classification

Sensors

Xiaoqian Chen

Resh S Gupta

Lalit Gupta

2023/5/11

Improving the forecasting and classification of extreme events in imbalanced time series through block resampling in the joint predictor-forecast space

IEEE Access

Xiaoqian Chen

Lalit Gupta

Spyros Tragoudas

2022/11/4

Exploiting the Cone of Influence for Improving the Performance of Wavelet Transform-Based Models for ERP/EEG Classification

Brain Sciences

Xiaoqian Chen

Resh S Gupta

Lalit Gupta

2022/12/22

Fusion models for generalized classification of multi-axial human movement: Validation in sport performance

Sensors

Rajesh Amerineni

Lalit Gupta

Nathan Steadman

Keshwyn Annauth

Charles Burr

...

2021/12/16

CINET: A Brain-Inspired Deep Learning Context-Integrating Neural Network Model for Resolving Ambiguous Stimuli

Brain Sciences

Rajesh Amerineni

Resh S Gupta

Lalit Gupta

2020/1/24

See List of Professors in Lalit Gupta University(Southern Illinois University Carbondale)