- ホーム
- > 洋書
- > 英文書
- > Computer / General
Full Description
The book presents the proceedings of the International Conference on Generative AI, Cryptography and Predictive Analytics (ICGCPA 2024), held at VIPS-TC, School of Engineering and Technology, Pitampura, Delhi, India, during June 28 - 29, 2024. It covers Generative AI's role in problem-solving, examining applications in image synthesis, content creation, healthcare, and optimization challenges. This book is a valuable resource for postgraduate students in various engineering disciplines.
Contents
T5 Generator: An Aspect Based Analysis of Sentiments.- A Comprehensive Study to Predicting Unethical Activity in Videos through Deep Learning Techniques.- An IoT based Prototype for Water Quality Monitoring and Leak Detection (WQM-LD) Using Ensemble Voting Feature Selection Approach.- An Efficient approach towards heart disease using Machine Learning.- Vision based classification of human activities using 2D CNN and bidirectional LSTM.- Virtual Personal Assistant System Based on Speech Recognition Technology.- Enhanced Techniques for Feature Extraction to Improve Facial Expression Recognition.- Interpretable Drug Interaction Forecasting: Leveraging Graph Neural Networks with Explainable Artificial Intelligence.- An Innovative WGM-Segmented Dielectric Resonator-Based Mm-Wave All-Round Antenna.- Computer Auditory Imagination: A Multi-Model Approach for Audio to Video Synthesis.- Space-IoT using Unlimited lifetime 1U CubeSat-integrated Very High Stiffness and small size Fully Metallic Antenna.- Introducing AI Code Generators In Agile Software Testing.- Improving Machine Learning Models and Neural Network Performance in IoT Systems Using Gradient Descent Methods.- Lightweight Cryptography: Integrating Feedback DNA with the AES Algorithm for Enhanced Security.- Detection, Prevention and Mitigation of Cross Site Scripting Attacks.- Analysis of Hybrid Satellite Cooperative Communication Systems for SISO and MISO.- A Fine-Tuned EfficientNet B1 Framework for Multiclass Skin Cancer Classification.- Effective Strategies for Addressing Class Imbalance in identifying spam on Twitter.- Enhancing Travel Planning Through Data Visualization and Machine Learning.- Utilizing supervised machine learning techniques for predicting the loan approval status of bank customers.- A CNN framework for COVID identification using Radiographic Images.- Handwritten text recognition using Region Proposal Network (RPN).- Uncertainty-Aware Molecular Property Prediction using Heterogeneous Molecular Graph Neural Networks.- Bridging the Gap - A Multimodal Communication System using Deep Learning.- Driver Alertness Monitoring Through Eye Blinking Patterns.- Alpha Blending Based Adaptive Color Image Watermarking Technique.
