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Nandini Kumari

ORCID: 0000-0002-6997-4298
Observed ORCID: 0000-0002-6997-4298
OpenAlex ID: A5045198901
Time series-dependent feature of EEG signals for improved visually evoked emotion classification using EmotionCapsNet
2022 · Nandini Kumari, Shamama Anwar, et al. · Neural Computing and Applications · 32
Automated visual stimuli evoked multi-channel EEG signal classification using EEGCapsNet
2021 · Nandini Kumari, Shamama Anwar, et al. · Pattern Recognition Letters · 25
A Deep Learning-Based Approach for Accurate Diagnosis of Alcohol Usage Severity Using EEG Signals
2022 · Nandini Kumari, Shamama Anwar, et al. · IETE Journal of Research · 13
A Comparative Analysis of Machine and Deep Learning Techniques for EEG Evoked Emotion Classification
2022 · Nandini Kumari, Shamama Anwar, et al. · Wireless Personal Communications · 12
DeepCOVNet Model for COVID-19 Detection Using Chest X-Ray Images
2023 · Vandana Bhattacharjee, Ankita Priya, et al. · Wireless Personal Communications · 10
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SignaSpectrum: AI-Driven Dynamic Sign Language Detection and Interpretation
2024 · Taksheel Saini, Nandini Kumari · International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) · 9
Visually evoked brain signals guided image regeneration using GAN variants
2023 · Nandini Kumari, Shamama Anwar, et al. · Multimedia Tools and Applications · 9
Convolutional Neural Network-Based Visually Evoked EEG Classification Model on MindBigData
2021 · Nandini Kumari, Shamama Anwar, et al. · Advances in intelligent systems and computing · 7
Integrating Advanced EEG Features with Graph Convolution Transformers for Alzheimer’s Detection
2025 · Neha Prerna Tigga, Nandini Kumari, et al. · Procedia Computer Science · 6
DCGAN based Pre-trained model for Image Reconstruction using ImageNet
2021 · Nandini Kumari, Shamama Anwar, et al. · International Conference on Bio Signals, Images, and Instrumentation (ICBSII) · 6
Correlation and Relief Attribute Rank-based Feature Selection Methods for Detection of Alcoholic Disorder Using Electroencephalogram Signals
2020 · Nandini Kumari, Shamama Anwar, et al. · IETE Journal of Research · 5
A Combinational Deep Learning Approach to Visually Evoked EEG‐Based Image Classification
2022 · Nandini Kumari, Shamama Anwar, et al. · 4
Speech Based Multiple Emotion Classification Model Using Deep Learning
2021 · Shakti Swaroop Patneedi, Nandini Kumari · Communications in computer and information science · 1
Bridging data scarcity and explainability in EEG based Alzheimer’s prediction using cGAN augmented GATv2-LSTM networks
2026 · Neha Prerna Tigga, Nandini Kumari, et al. · Scientific Reports
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Interpretable Deep Learning for Alzheimer’s Detection: EEG Meets Transformers and Multi-Resolution Fusion
2026 · Nandini Kumari, Neha Prerna Tigga, et al. · Procedia Computer Science
COVIDIncResNet: An Efficient Approach for Cnn-Based Covid Classification Model Using Ecg Images
2025 · Nandini Kumari, Shamama Anwar, et al. · Apple Academic Press eBooks
A Takagi-Sugeno Based Fuzzy Inference System for Predicting Electrical Output in a Combined Cycle Power Plant
2020 · Nandini Kumari, Shamama Anwar, et al. · Lecture notes in electrical engineering
Video Taxonomy Identify Using Frame-Based Naïve Similarity Finder Algorithm
2013 · Nandini Kumari, T. Ravi · CiiT international journal of artificial intelligent systems and machine learning
Works count: 18
Citation count: 139
H-index: 7
I10-index: 5
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