Favour prediction of Taxi services using real-time visualization. - Sonali Agrawal; Sanjay Kumar Sonbhadra; Sonali Agarwal (ICACCI, 2018)

Post-Surgical Survival Forecasting of Breast Cancer Patient: A Novel Approach. - Devender Kaushik; Bakshi Rohit Prasad; Sanjay Kumar Sonbhadra; Sonali Agarwal (ICACCI, 2018)

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

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)

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 001 (Pattern Recognit. Lett., 2020)

MAG-Net: Multi-task Attention Guided Network for Brain Tumor Segmentation and Classification. - Sachin Gupta; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (BDA, 2021)

Towards Machine Learning to Machine Wisdom: A Potential Quest. - P. Nagabhushan; Sanjay Kumar Sonbhadra; Narinder Singh Punn; Sonali Agarwal (BDA, 2021)

Hate Speech Detection Using Static BERT Embeddings. - Gaurav Rajput; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (BDA, 2021)

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

BERT-Based Sentiment Analysis: A Software Engineering Perspective. - Himanshu Batra; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (DEXA (1), 2021)

Recommending Best Course of Treatment Based on Similarities of Prognostic Markers. - Sudhanshu; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (ICONIP (2), 2021)

Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series. - Sanjay Kumar Sonbhadra; Sonali Agarwal; P. Nagabhushan (IEA/AIE (2), 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 (IJCNN, 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 (PAKDD (3), 2021)

Web based disease prediction and recommender system. - Harish Rajora; 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)

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)

Disease diagnosis and recommended remedy. - Sudhanshu; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (IEEE DataPort, 2021)

Software Testing and Quality Assurance for Data Intensive Applications. - Sonali Agarwal; Sanjay Kumar Sonbhadra; Narinder Singh Punn (EASE, 2022)

Anomaly Detection in Surveillance Videos Using Transformer Based Attention Model. - Kapil Deshpande; Narinder Singh Punn; Sanjay Kumar Sonbhadra; Sonali Agarwal (ICONIP (7), 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 (ICONIP (3), 2022)

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)

Predicting Habitable Exoplanets in Different Star-Systems Using Deep Learning Based Anomaly Detection Approach. - Yash Patel; Sadhana Tiwari; Sanjay Kumar Sonbhadra; Sonali Agarwal (IJCNN, 2023)

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

Geolocated Event Detection using Graph Mining Approach on Real-Time Multimodal Data. - Medha Mishra; Sadhana Tiwari; Ritesh Chandra; Sonali Agarwal; Sanjay Kumar Sonbhadra (ICCCNT, 2024)

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)

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)