Multimodal Data-Driven Classification of Mental Disorders: A Comprehensive Approach to Diagnosing Depression, Anxiety, and Schizophrenia - Himanshi Singh; Sadhana Tiwari; Sonali Agarwal; Ritesh Chandra; Sanjay Kumar Sonbhadra; Vrijendra Singh (CoRR, 2025)

Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions - Himanshi Singh; Sadhana Tiwari; Sonali Agarwal; Ritesh Chandra; Sanjay Kumar Sonbhadra; Vrijendra Singh (CoRR, 2025)

A Review on Large Language Models for Visual Analytics - Navya Sonal Agarwal; Sanjay Kumar Sonbhadra (CoRR, 2025)

Pinball-OCSVM for Early-Stage COVID-19 Diagnosis with Limited Posteroanterior Chest X-Ray Images - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (Int. J. Pattern Recognit. Artif. Intell., 2024)

Target-class guided sample length reduction and training set selection of univariate time-series - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (Appl. Intell., 2023)

Predicting Habitable Exoplanets in Different Star-Systems Using Deep Learning Based Anomaly Detection Approach - Yash Patel; Sadhana Tiwari; Sanjay Kumar Sonbhadra; Sonali Agarwal (International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, 2023)

Learning target class eigen subspace (LTC-ES) via eigen knowledge grid - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (Turkish J. Electr. Eng. Comput. Sci., 2022)

Software Testing and Quality Assurance for Data Intensive Applications - Sonali Agarwal; Sanjay Kumar Sonbhadra; Narinder Singh Punn (EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022, Gothenburg, Sweden, June 13 - 15, 2022, 2022)

Anomaly Detection in Surveillance Videos Using Transformer Based Attention Model - Kapil Deshpande; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part VII, 2022)

Impact of the Composition of Feature Extraction and Class Sampling in Medicare Fraud Detection - Akrity Kumari; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part III, 2022)

Impact of the composition of feature extraction and class sampling in medicare fraud detection - Akrity Kumari; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2022)

Anomaly detection in surveillance videos using transformer based attention model - Kapil Deshpande; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2022)

Learning Target Class Feature Subspace (LTC-FS) Using Eigenspace Analysis and N-ary Search-Based Autonomous Hyperparameter Tuning for OCSVM - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (Int. J. Pattern Recognit. Artif. Intell., 2021)

MAG-Net: Multi-task Attention Guided Network for Brain Tumor Segmentation and Classification - Sachin Gupta; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, 2021)

Hate Speech Detection Using Static BERT Embeddings - Gaurav Rajput; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, 2021)

Towards Machine Learning to Machine Wisdom: A Potential Quest - P. Nagabhushan; Sanjay Kumar Sonbhadra; Narinder Singh Punn; Sonali Agarwal (Big Data Analytics - 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, 2021)

Impact of Attention on Adversarial Robustness of Image Classification Models - Prachi Agrawal; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, 2021)

BERT-Based Sentiment Analysis: A Software Engineering Perspective - Himanshu Batra; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Database and Expert Systems Applications - 32nd International Conference, DEXA 2021, Virtual Event, September 27-30, 2021, Proceedings, Part I, 2021)

Recommending Best Course of Treatment Based on Similarities of Prognostic Markers - Sudhanshu; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part II, 2021)

Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (Advances and Trends in Artificial Intelligence. From Theory to Practice - 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part II, 2021)

Fruit classification using deep feature maps in the presence of deceptive similar classes - Mohit Dandekar; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal; Rage Uday Kiran (International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, 2021)

Addressing the Class Imbalance Problem in Medical Image Segmentation via Accelerated Tversky Loss Function - Nikhil Nasalwai; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part III, 2021)

Disease diagnosis and recommended remedy - Sudhanshu; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (IEEE DataPort, 2021)
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BERT-Based Sentiment Analysis: A Software Engineering Perspective - Himanshu Batra; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

Web based disease prediction and recommender system - Harish Rajora; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

Hate speech detection using static BERT embeddings - Gaurav Rajput; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

Recommending best course of treatment based on similarities of prognostic markers - Sudhanshu; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

MAG-Net: Mutli-task attention guided network for brain tumor segmentation and classification - Sachin Gupta; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

White blood cell subtype detection and classification - Nalla Praveen; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

Impact of Attention on Adversarial Robustness of Image Classification Models - Prachi Agrawal; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2021)

One-class support vector classifiers: A survey - Shamshe Alam; Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (Knowl. Based Syst., 2020)

Sample reduction using farthest boundary point estimation (FBPE) for support vector data description (SVDD) - Shamshe Alam; Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan; Muhammad Tanveer (Pattern Recognit. Lett., 2020)

Face Mask Detection Using Transfer Learning of InceptionV3 - G. Jignesh Chowdary; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (Big Data Analytics - 8th International Conference, BDA 2020, Sonepat, India, December 15-18, 2020, Proceedings, 2020)

Target specific mining of COVID-19 scholarly articles using one-class approach - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (CoRR, 2020)

Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques - Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2020)

Unleashing the power of disruptive and emerging technologies amid COVID-19: A detailed review - Sonali Agarwal; Narinder Singh Punn; Sanjay Kumar Sonbhadra; P. Nagabhushan; K. K. Soundra Pandian; Praveer Saxena (CoRR, 2020)

Enhanced Behavioral Cloning Based self-driving Car Using Transfer Learning - Uppala Sumanth; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2020)

Fruit classification using deep feature maps in the presence of deceptive similar classes - Mohit Dandekar; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2020)

Face Mask Detection using Transfer Learning of InceptionV3 - G. Jignesh Chowdary; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (CoRR, 2020)

Early-stage COVID-19 diagnosis in presence of limited posteroanterior chest X-ray images via novel Pinball-OCSVM - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (CoRR, 2020)

Post-Surgical Survival Forecasting of Breast Cancer Patient: A Novel Approach - Devender Kaushik; Bakshi Rohit Prasad; Sanjay Kumar Sonbhadra; Sonali Agarwal (2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, Bangalore, India, September 19-22, 2018, 2018)

Favour prediction of Taxi services using real-time visualization - Sonali Agrawal; Sanjay Kumar Sonbhadra; Sonali Agarwal (2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, Bangalore, India, September 19-22, 2018, 2018)