K. Gill

Most-cited papers

Classification of Network Security Attack using KNN (K-Nearest Neighbour) and Comparison of different Attacks through different Machine Learning Techniques
Muskan Agarwal, K. Gill, Rahul Chauhan, Akanksha Kapruwan +1 more
20242024 3rd International Conference for Innovation in Technology (INOCON)16 citations
Semantic Scholar
Optimizing Mental Health Prediction by Fine-Tuning Decision Classifier Parameters for Enhanced Accuracy
Pratham Kaushik, Eshika Jain, K. Gill, Deepak Upadhyay +1 more
20242024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)13 citations
Semantic Scholar
Sugarcane Leaf Health Grading Using State-of-the-Art Deep Learning Approaches
D. Banerjee, Neha Sharma, Deepak Upadhyay, Vijay Singh +1 more
20242024 3rd International Conference for Innovation in Technology (INOCON)11 citations
Semantic Scholar
Deep Learning for Sign Language Recognition Utilizing VGG16 and ResNet50 Models
Pratham Kaushik, Eshika Jain, K. Gill, Rahul Chauhan +1 more
20242024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)10 citations
Semantic Scholar
Classification of Tweets using a Machine Learning and Natural Language Processing Algorithm for Disaster Prediction
K. Gill, Vatsala Anand, Deepak Upadhyay, Sarishma Dangi
20242024 3rd International Conference for Innovation in Technology (INOCON)10 citations
Semantic Scholar
Applying Machine Learning for Autism Risk Evaluation Using a Decision Tree Classification Technique
Khushi Mittal, K. Gill, Deepak Upadhyay, Vijay Singh +1 more
2024Journées Francophones d'Ingénierie des Connaissances9 citations
Semantic Scholar
Deep Dive: Enhancing Coral Reef Conservation through ResNet50 pre-trained enabled CNN Monitoring
Khushi Mittal, K. Gill, Kapil K. Rajput, Vijay Singh
20242024 International Conference on Communication, Computing and Internet of Things (IC3IoT)9 citations
Semantic Scholar
Diabetes Classification Using XG Boost Classification Techniques Through Machine Learning based SMOTE Analysis
K. Gill, Vatsala Anand, Deepak Upadhyay, Sarishma Dangi
20242024 3rd International Conference for Innovation in Technology (INOCON)6 citations
Semantic Scholar
Chest X-ray Image Pneumonia Detection using Transfer Learning and Xception CNN Model
Muskan Singla, K. Gill, Sonal Malhotra, Swati Devliyal
2024IEEE International Symposium on Compound Semiconductors6 citations
Semantic Scholar
VGG19's Role in Safeguarding Coral Reefs using a CNN-Based Monitoring Model
Arpanpreet Kaur, K. Gill, Mukesh Kumar, Ruchira Rawat
20242024 4th Asian Conference on Innovation in Technology (ASIANCON)6 citations
Semantic Scholar
Trailblazing Strategies for Solar Panel Maintenance: Employing VGG19 for Early Detection of Damage
Khushi Mittal, K. Gill, Deepak Upadhyay, Swati Devliyal
2024IEEE International Symposium on Compound Semiconductors5 citations
Semantic Scholar
Next-Gen Land Cover Classification by Unleashing Transfer Learning in Satellite Imagery
Arpanpreet Kaur, K. Gill, Saumitra Chattopadhyay, Mukesh Singh
20242024 2nd World Conference on Communication & Computing (WCONF)5 citations
Semantic Scholar
Advancing Multi-Class Brain Tumor Classification With DenseNet201 CNN Based Model Using MRI Images
Khushi Mittal, K. Gill, Sonal Malhotra, Swati Devliyal
2024IEEE International Symposium on Compound Semiconductors5 citations
Semantic Scholar
Hybrid CNN & Random Forest Model for Effective Ginger Leaf Disease Diagnosis
D. Banerjee, Neha Sharma, Deepak Upadhyay, Sarishma Dangi +2 more
20242024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM)5 citations
Semantic Scholar
Fraud & Anomaly Detection: Using Fine-tuned OCSVM Algorithm and visualization of the enhanced results using Machine Learning Techniques
Kaushiv Garg, K. Gill, Priyanshi Aggarwal, R. S. Rawat +1 more
20242024 3rd International Conference for Innovation in Technology (INOCON)5 citations
Semantic Scholar
AI-Powered Dermatology by Revolutionizing Early Skin Cancer Detection
Eshika Jain, K. Gill, Nitin Thapliyal, R. S. Rawat
2024International Workshop on Artificial Intelligence and Cognition5 citations
Semantic Scholar
Automated Fruit Classification Using KNN and Decision Trees for Enhanced Agricultural Efficiency and Accuracy
Arpanpreet Kaur, K. Gill, Sonal Malhotra, Swati Devliyal
20242024 4th Asian Conference on Innovation in Technology (ASIANCON)4 citations
Semantic Scholar
Pioneering Enzyme Classification by Combining EDA with Sequential Neural Networks
Aditya Kumar, K. Gill, Deepak Upadhyay, Swati Devliyal
20242024 International Conference on Electrical Electronics and Computing Technologies (ICEECT)4 citations
Semantic Scholar
Targeted Insights: Advanced Gradient Boosting Models for Accurate Obesity Risk Evaluation
Shanvi Chauhan, K. Gill, Rahul Chauhan, H. Pokhariya
20242024 First International Conference on Pioneering Developments in Computer Science & Digital Technologies (IC2SDT)4 citations
Semantic Scholar
Exploratory Data Analysis for Red Wine Quality Prediction Using a Decision Tree Approach and Machine Learning Methods
Muskan Singla, K. Gill, Deepak Upadhyay, Vijay Singh
20242024 3rd International Conference for Innovation in Technology (INOCON)4 citations
Semantic Scholar
Predictive Modeling of Wine Quality using Machine Learning Techniques
Mohit Beri, K. Gill, Neha Sharma
20242024 Second International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI)4 citations
Semantic Scholar
Analysing Red Wine Quality Data Exploratorily using Support Vector Machines and Other Machine Learning Methods
Muskan Singla, K. Gill, Rahul Chauhan, H. Pokhariya +1 more
2024Journées Francophones d'Ingénierie des Connaissances4 citations
Semantic Scholar
Advancements in Histopathologic Cancer Detection: A Deep Learning Odyssey
K. Gill, Rahul Chauhan, Nagendar Yamsani, Rupesh Gupta +4 more
20242024 4th Interdisciplinary Conference on Electrics and Computer (INTCEC)4 citations
Semantic Scholar
Charting New Frontiers using Transfer Learning in OCT Image Analysis for Retinal Health
Muskan Agarwal, K. Gill, Deepak Upadhyay, Sarishma Dangi
20242024 International Conference on Smart Systems for applications in Electrical Sciences (ICSSES)3 citations
Semantic Scholar
From Data to Diagnosis: Employing Machine Learning with LightGBM Classification to Evaluate Autism Probability
Khushi Mittal, K. Gill, Deepak Upadhyay, Sarishma Dangi
20242024 International Conference on Innovations and Challenges in Emerging Technologies (ICICET)3 citations
Semantic Scholar
Advanced Techniques for Sweet Potato Leaf Disease Detection: A CNN-SVM Hybrid Approach
Daman Goyal, D. Banerjee, Rahul Chauhan, Swati Devliyal +1 more
20242024 3rd International Conference for Innovation in Technology (INOCON)3 citations
Semantic Scholar
Advancing Breast Cancer Prediction Using Logistic Regression and Machine Learning Techniques
Ruchika Bhuria, K. Gill, Sonal Malhotra, Mukesh Singh
20242024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)3 citations
Semantic Scholar
Enhancing Coral Health Evaluation With VGG16: CNN-Powered Approach for Streamlined Reef Surveillance and Preservation
Khushi Mittal, K. Gill, Saumitra Chattopadhyay, Mukesh Singh
2024IEEE International Symposium on Compound Semiconductors3 citations
Semantic Scholar
Analysing the Electrical Fault Detection and Classification Capabilities of a Decision Tree Classifier
Khushi Mittal, K. Gill, Rahul Chauhan, H. Pokhariya +1 more
20242024 International Conference on E-mobility, Power Control and Smart Systems (ICEMPS)3 citations
Semantic Scholar
Utilizing Cutting-Edge Deep Learning Strategies and Harnessing the Power of a Pre-Trained ResNet18 Convolutional Neural Network for Assessing the Risk of Autism
Muskan Singla, K. Gill, Priyanshi Aggarwal, R. S. Rawat +1 more
20242024 International Conference on E-mobility, Power Control and Smart Systems (ICEMPS)3 citations
Semantic Scholar
Enhancing Cybersecurity through Anomaly Detection in Network Traffic Using Convolutional Neural Networks: A Sustainable Development Approach
Mohit Beri, K. Gill, Rahul Chauhan, Hemant Singh Pokhariyal
20242024 4th Asian Conference on Innovation in Technology (ASIANCON)3 citations
Semantic Scholar
Smart Heart: Leveraging SVM for Early and Accurate Heart Failure Detection
Goldy Verma, K. Gill, Mukesh Kumar, Ruchira Rawat
20242024 Asian Conference on Intelligent Technologies (ACOIT)3 citations
Semantic Scholar
Predicting Water Purity by Riding the Ensemble Waves with Gradient Boosting Classification Technique
Ruchika Bhuria, K. Gill, Deepak Upadhyay, Swati Devliyal
20242024 2nd International Conference on Sustainable Computing and Smart Systems (ICSCSS)3 citations
Semantic Scholar
Smart Disease Detection: Unifying CNNs and Random Forests for Accurate Pear Leaf Classification
D. Banerjee, Neha Sharma, Rahul Chauhan, Mukesh Singh +1 more
20242024 3rd International Conference for Innovation in Technology (INOCON)3 citations
Semantic Scholar
Innovations in Skin Diagnostic Technologies: Utilizing a DenseNet201 Deep Learning Model for the Early Detection of Skin Cancer
Khushi Mittal, K. Gill, Mukesh Kumar, Ruchira Rawat
20242024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS)3 citations
Semantic Scholar
Harnessing Machine Learning for Mental Health Assessment: Comparative Analysis of Predictive Models
Eshika Jain, Pratham Kaushik, K. Gill, Deepak Upadhyay +1 more
20242024 Second International Conference on Networks, Multimedia and Information Technology (NMITCON)3 citations
Semantic Scholar
Video-driven Gaussian splatting for as-built building geometry with energy simulation
Soumyadeep Chowdhury, M. Adesanya, Noushad Ahamed Chittoor Mohammed, K. Gill +1 more
2026Automation in Construction2 citations Open access
Semantic Scholar
Advanced Vibration Analysis for Predictive Maintenance in Wind Turbines
Jatin Sharma, K. Gill, Deepak Upadhyay, Swati Devliyal
20242024 First International Conference on Pioneering Developments in Computer Science & Digital Technologies (IC2SDT)2 citations
Semantic Scholar
Dogecoin price prediction – Through Utilization of XGBoost Model & GridSearchCV Classification Technique
Muskan Singla, K. Gill, Rahul Chauhan, H. Pokhariya +1 more
20242024 IEEE 9th International Conference for Convergence in Technology (I2CT)2 citations
Semantic Scholar
Urban Sound Classification using VGG19 Convolutional Neural Network (CNN) Model and its Visualisation
Muskan Agarwal, K. Gill, Priyanshi Aggarwal, R. S. Rawat +1 more
20242024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM)2 citations
Semantic Scholar
AI-Enhanced Firewalls: Empowering Intrusion Detection with ML and DL
Gurnimarjit Singh, K. Gill
20242024 2nd International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT)2 citations
Semantic Scholar
Revolutionizing Rice Quality Control: MobileNetV2 for Grain Classification
Dushyant Garg, K. Gill
20242024 2nd International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT)2 citations
Semantic Scholar
Smote Analysis-Based Classifier and Data Equalisation Of Bankruptcy Using Logistic Regression Classification Technique Through Machine Learning Applications
Muskan Singla, K. Gill, Hemant Singh Pokhariya, R. S. Rawat +1 more
20242024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM)2 citations
Semantic Scholar
Improving Ovarian Cancer Diagnosis with Deep Learning by Identification of Subtype Using VGG19 CNN Pre-Trained Model
Eshika Jain, K. Gill, Sonal Malhotra, Swati Devliyal
20242024 IEEE International Conference on Smart Power Control and Renewable Energy (ICSPCRE)2 citations
Semantic Scholar
The Use of a DenseNet201 CNN and Other Deep Learning Techniques for Exploratory Data Analysis of Red Wine Quality
Nishant Pritam, K. Gill, Mukesh Kumar, Ruchira Rawat
20242024 5th International Conference for Emerging Technology (INCET)2 citations
Semantic Scholar
Classification of Musical Genres Utilizing the CNN Sequential Model and Deep Learning Techniques
Muskan Singla, K. Gill, Mukesh Kumar, Ruchira Rawat
20242024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS)2 citations
Semantic Scholar
Early Intervention in Cardiology Using SVM for Heart Failure Detection
Jatin Sharma, K. Gill, Deepak Upadhyay, Swati Devliyal
20242024 First International Conference on Electronics, Communication and Signal Processing (ICECSP)2 citations
Semantic Scholar
Elevating Deep Learning Models with Gated Recurrent Units for Emotion Detection
Aditya Kumar, K. Gill, Deepak Upadhyay, Swati Devliyal
20242024 Global Conference on Communications and Information Technologies (GCCIT)2 citations
Semantic Scholar
Optimizing Lung Opacity Classification in Chest X-ray Images through Transfer Learning on VGG19 CNN Model
Muskan Singla, K. Gill, Deepak Upadhyay, Swati Devliyal
20242024 International Conference on Smart Systems for applications in Electrical Sciences (ICSSES)2 citations
Semantic Scholar
Playing Cards Classification and Detection Using Sequential CNN Model Through Machine Learning Techniques Using Artificial Intelligence
Khushi Mittal, K. Gill, Rahul Chauhan, Manish Sharma +1 more
20242024 International Conference on E-mobility, Power Control and Smart Systems (ICEMPS)1 citations
Semantic Scholar