Inderjeet Singh

EDUCATION

M.Tech-CSE from Punjabi University Patiala

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Engineering, Computer Science, Computer Science, Artificial Intelligence

Scopus Publications

A Novel Random Forest-SMOTE Framework With Polynomial Feature Engineering for Early Detection of Gastrointestinal Disorders
Parvez Rahi, Mohammad Rashid Hussain, Salem Alqahtani, Mohammad Husain, Ajay Pal Singh, and Inderjeet Singh
Institute of Electrical and Electronics Engineers (IEEE)



Real-Time Helmet Violation Detection for Traffic Management Using EfficientNet v2 and PerspectiveNet
Jaswinder Singh Bhatia, Inderjeet Singh, Yash Mahajan, and Devansh Saxena
IEEE



"alzheimer's and AI Transforming Diagnostics with Regularized Neural Models"
Amit Walia, Sandeep Singh Kang, Parvez Rahi, and Inderjeet Singh
IEEE



Time Series Analysis in Functional Genomics
Yash Mahajan, Inderjeet Singh, Muskan Sharma, and Shweta Sharma
Wiley



Dynamic Pricing and Energy Optimization Strategies
Inderjeet Singh, Muskan Sharma, Suvigya Yadav, Yash Mahajan, and Koushik Sundar
Wiley



AI-powered urban infrastructure monitoring using RADAR-based remote sensing
Inderjeet Singh, Ajay Pal Singh, Yash Mahajan, Eakansh, and Devansh Saxena
De Gruyter



Towards Accurate Skin Cancer Screening: A CNN Model for Dermatological Images
Inderjeet Singh, Parvez Rahi, Diya Sharma, Yashita Garg, and Yash Narayan
IEEE



Stock Price Prediction Using ARIMA with Option Chain Data and Technical Indicators
Parvez Rahi, Mohd Talib Siddiqi, Komal, Kirandeep Kaur, Inderjeet Singh, and Ajay Pal Singh
Springer Nature Singapore



An Intelligent Predictive Model for Cyber Physical Systems: A Scalable Framework Using Internet of Medical Technology
Inderjeet Singh, Jaswinder Singh Bhatia, Amit Walia, Harkirat Singh, Ajay Pal Singh, and Eakansh
IEEE



Advanced Stock Market Prediction Models Using LSTM
Parvez Rahi, Ajay Pal Singh, Inderjeet Singh, Aditya Kumar Singh, Kritika Gupta, and Palak Singla
Springer Nature Singapore



From Genes to Symptoms: Predicting Huntington's Disease Progression with DNN
Parvez Rahi, Inderjeet Singh, Shramidha Mahajan, Ridhima Chauhan, Trimaanpreet Kaur, and Jagjit Singh
IEEE



Fundamentals of active and passive microwave remote sensing: principles and applications
Yash Mahajan, Ajay Pal Singh, Inderjeet Singh, Suvigya Yadav, Aaryan Aneja, and Mohd. Vaqui
De Gruyter



Predictive Modeling Techniques for Data Science
Inderjeet Singh, Parvez Rahi, Saiyam Jain, Devansh Sanghi, Jagatjeet Singh, Anit Agarwal, and Devansh Sharma
Springer Nature Singapore



Design and Implementation of a Secure Dark Web Crawler
Inderjeet Singh, Yash Narayan, Karan Hazara, Pooja Dubey, Yashita, Diya Sharma, and Santosh Kumar
Springer Nature Singapore



Real-world applications of explainable AI in healthcare
Yash Mahajan, Muskan Sharma, and Inderjeet Singh
IGI Global
This chapter delves into the profound impact of explainable artificial intelligence (XAI) on the healthcare sector, emphasizing its pivotal role in elevating diagnostics, treatment modalities, and ultimately, patient outcomes. The integration of artificial intelligence into healthcare has brought about a revolutionary shift, promising unparalleled improvements in patient care and insights gleaned from extensive datasets. A core theme explores XAI as the remedy to demystify intricate decision-making processes inherent in AI algorithms, especially the traditionally opaque deep learning neural networks. The narrative unfolds as a journey showcasing practical applications of XAI in healthcare, illuminating its capacity to equip healthcare professionals with actionable insights, instill trust, and effectively address ethical concerns.


Predictive Analytics for Crop Management: Leveraging Machine Learning for Yield Analysis
Inderjeet Singh, Muskan Sharma, and Yashs Tiwari
IEEE



"a Comprehensive Approach to Financial Market Forecasting: Integrating Fundamental and Derivative Analysis and Prediction"
Parvez Rahi, Inderjeet Singh, Shramidha Mahajan, and Ridhima Chauhan
IEEE



Utilizing Genetic-Neural System Fusion for Advanced Prediction and Classification of Damage Intensity in Road Traffic Accidents
Parvez Rahi, Sandeep Singh Kang, Ajay Pal Singh, and Inderjeet Singh
IEEE



'Liver Disease Risk Prediction Using Regularized Deep Learning: A Novel Approach'
Parvez Rahi, Sandeep Singh Kang, Ajay Pal Singh, and Inderjeet Singh
IEEE



A Random Forest Framework for Predicting Cardiovascular Disease in Diverse Populations'
Parvez Rahi, Sandeep Singh Kang, Ajay Pal Singh, and Inderjeet Singh
IEEE



'Deep Learning-Driven Risk Factor Stratification in Breast Cancer'
Parvez Rahi, Sandeep Singh Kang, Ajay Pal Singh, and Inderjeet Singh
IEEE



Revolutionizing Remote Collaboration: A Comprehensive Review of Cloud-Based Real-Time Platforms to Secure Teams




'Advanced Anxiety Risk Stratification Using Regularized Deep Neural Networks'
Parvez Rahi, Sandeep Singh Kang, Ajay Pal Singh, and Inderjeet Singh
IEEE



'RNN-Driven Prognosis of Heart Disease Based on Health Parameters'
Parvez Rahi, Inderjeet Singh, Ajay Pal Singh, and Alok Kumar
IEEE



Text Processing and Analysis Pipeline for Scientific Literature
Inderjeet Singh, Satyam, Ashutosh Semwal, Shivansh Singh, and Gouri Gupta
IEEE