255 citations · 759 across the 18 of their papers we have counts for
18 papers
A Review on Large Language Models for Visual Analytics
Navya Sonal Agarwal, Sanjay Kumar Sonbhadra
This paper provides a comprehensive review of the integration of Large Language Models (LLMs) with visual analytics, addressing their foundational concepts, capabilities, and wide-…
Innovative Framework for Early Estimation of Mental Disorder Scores to Enable Timely Interventions
Himanshi Singh, Sadhana Tiwari, Sonali Agarwal +3
Individual's general well-being is greatly impacted by mental health conditions including depression and Post-Traumatic Stress Disorder (PTSD), underscoring the importance of early…
Multimodal Data-Driven Classification of Mental Disorders: A Comprehensive Approach to Diagnosing Depression, Anxiety, and Schizophrenia
Himanshi Singh, Sadhana Tiwari, Sonali Agarwal +3
This study investigates the potential of multimodal data integration, which combines electroencephalogram (EEG) data with sociodemographic characteristics like age, sex, education,…
Impact of the composition of feature extraction and class sampling in medicare fraud detection
Akrity Kumari, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
With healthcare being critical aspect, health insurance has become an important scheme in minimizing medical expenses. Following this, the healthcare industry has seen a significan…
Anomaly detection in surveillance videos using transformer based attention model
Kapil Deshpande, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
Surveillance footage can catch a wide range of realistic anomalies. This research suggests using a weakly supervised strategy to avoid annotating anomalous segments in training vid…
Impact of Attention on Adversarial Robustness of Image Classification Models
Prachi Agrawal, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
Adversarial attacks against deep learning models have gained significant attention and recent works have proposed explanations for the existence of adversarial examples and techniq…
White blood cell subtype detection and classification
Nalla Praveen, Narinder Singh Punn, Sanjay Kumar Sonbhadra +3
Machine learning has endless applications in the health care industry. White blood cell classification is one of the interesting and promising area of research. The classification…
Machine learning equipped web based disease prediction and recommender system
Harish Rajora, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
Worldwide, several cases go undiagnosed due to poor healthcare support in remote areas. In this context, a centralized system is needed for effective monitoring and analysis of the…
BERT-Based Sentiment Analysis: A Software Engineering Perspective
Himanshu Batra, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
Sentiment analysis can provide a suitable lead for the tools used in software engineering along with the API recommendation systems and relevant libraries to be used. In this conte…
MAG-Net: Multi-task attention guided network for brain tumor segmentation and classification
Sachin Gupta, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
Brain tumor is the most common and deadliest disease that can be found in all age groups. Generally, MRI modality is adopted for identifying and diagnosing tumors by the radiologis…
Hate speech detection using static BERT embeddings
Gaurav Rajput, Narinder Singh punn, Sanjay Kumar Sonbhadra +1
With increasing popularity of social media platforms hate speech is emerging as a major concern, where it expresses abusive speech that targets specific group characteristics, such…
Face Mask Detection using Transfer Learning of InceptionV3
G. Jignesh Chowdary, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
The world is facing a huge health crisis due to the rapid transmission of coronavirus (COVID-19). Several guidelines were issued by the World Health Organization (WHO) for protecti…
Pinball-OCSVM for early-stage COVID-19 diagnosis with limited posteroanterior chest X-ray images
Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
The infection of respiratory coronavirus disease 2019 (COVID-19) starts with the upper respiratory tract and as the virus grows, the infection can progress to lungs and develop pne…
Fruit classification using deep feature maps in the presence of deceptive similar classes
Mohit Dandekar, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
Autonomous detection and classification of objects are admired area of research in many industrial applications. Though, humans can distinguish objects with high multi-granular sim…
Enhanced Behavioral Cloning Based self-driving Car Using Transfer Learning
Uppala Sumanth, Narinder Singh Punn, Sanjay Kumar Sonbhadra +1
With the growing phase of artificial intelligence and autonomous learning, the self-driving car is one of the promising area of research and emerging as a center of focus for autom…
Unleashing the power of disruptive and emerging technologies amid COVID-19: A detailed review
Sonali Agarwal, Narinder Singh Punn, Sanjay Kumar Sonbhadra +4
The unprecedented outbreak of the novel coronavirus (COVID-19), during early December 2019 in Wuhan, China, has quickly evolved into a global pandemic, became a matter of grave con…
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 +1
The rampant coronavirus disease 2019 (COVID-19) has brought global crisis with its deadly spread to more than 180 countries, and about 3,519,901 confirmed cases along with 247,630…
Target specific mining of COVID-19 scholarly articles using one-class approach
Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
In recent years, several research articles have been published in the field of corona-virus caused diseases like severe acute respiratory syndrome (SARS), middle east respiratory s…