05017nam 22006855 450 991098614310332120250309115229.09789819791323981979132410.1007/978-981-97-9132-3(MiAaPQ)EBC31952089(Au-PeEL)EBL31952089(CKB)37801568500041(DE-He213)978-981-97-9132-3(OCoLC)1507697250(EXLCZ)993780156850004120250309d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierProceedings of International Conference on Generative AI, Cryptography and Predictive Analytics ICGCPA 2024 /edited by Deepali Virmani, Oscar Castillo, Valentina Emilia Balas, Ahmed A. Elngar1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (488 pages)Studies in Smart Technologies,3004-989X9789819791316 9819791316 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.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.Studies in Smart Technologies,3004-989XComputational intelligenceArtificial intelligenceMachine learningQuantitative researchComputational IntelligenceArtificial IntelligenceMachine LearningData Analysis and Big DataComputational intelligence.Artificial intelligence.Machine learning.Quantitative research.Computational Intelligence.Artificial Intelligence.Machine Learning.Data Analysis and Big Data.006.3Virmani Deepali1791043Castillo Oscar762265Balas Valentina Emilia851966Elngar Ahmed A1369197MiAaPQMiAaPQMiAaPQBOOK9910986143103321Proceedings of International Conference on Generative AI, Cryptography and Predictive Analytics4327893UNINA