2 citations · 4 across the 9 of their papers we have counts for
10 papers
Ontology-Based Knowledge Modeling and Uncertainty-Aware Outdoor Air Quality Assessment Using Weighted Interval Type-2 Fuzzy Logic
Md Inzmam, Ritesh Chandra, Sadhana Tiwari +2
Outdoor air pollution is a major concern for the environment and public health, especially in areas where urbanization is taking place rapidly. The Indian Air Quality Index (IND-AQ…
A Review of Ontology-Driven Big Data Analytics in Healthcare: Challenges, Tools, and Applications
Ritesh Chandra, Sonali Agarwal, Navjot Singh +1
Exponential growth in heterogeneous healthcare data arising from electronic health records (EHRs), medical imaging, wearable sensors, and biomedical research has accelerated the ad…
Real-Time Health Analytics Using Ontology-Driven Complex Event Processing and LLM Reasoning: A Tuberculosis Case Study
Ritesh Chandra, Sonali Agarwal, Navjot Singh
Timely detection of critical health conditions remains a major challenge in public health analytics, especially in Big Data environments characterized by high volume, rapid velocit…
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,…
A Diagnosis and Treatment of Liver Diseases: Integrating Batch Processing, Rule-Based Event Detection and Explainable Artificial Intelligence
Ritesh Chandra, Sadhana Tiwari, Satyam Rastogi +1
Liver diseases pose a significant global health burden, impacting many individuals and having substantial economic and social consequences. Rising liver problems are considered a f…
Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules
Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal +1
Vector-borne diseases (VBDs) are a kind of infection caused through the transmission of vectors generated by the bites of infected parasites, bacteria, and viruses, such as ticks,…
Forecasting COVID- 19 cases using Statistical Models and Ontology-based Semantic Modelling: A real time data analytics approach
Sadhana Tiwari, Ritesh Chandra, Sonali Agarwal
SARS-COV-19 is the most prominent issue which many countries face today. The frequent changes in infections, recovered and deaths represents the dynamic nature of this pandemic. It…
Empirical Analysis of Lifelog Data using Optimal Feature Selection based Unsupervised Logistic Regression (OFS-ULR) Model with Spark Streaming
Sadhana Tiwari, Sonali Agarwal
Recent advancement in the field of pervasive healthcare monitoring systems causes the generation of a huge amount of lifelog data in real-time. Chronic diseases are one of the most…
An optimized hybrid solution for IoT based lifestyle disease classification using stress data
Sadhana Tiwari, Sonali Agarwal
Stress, anxiety, and nervousness are all high-risk health states in everyday life. Previously, stress levels were determined by speaking with people and gaining insight into what t…