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Proceedings of International Conference on Generative AI, Cryptography and Predictive Analytics : ICGCPA 2024 / edited by Deepali Virmani, Oscar Castillo, Valentina Emilia Balas, Ahmed A. Elngar.
Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2025 Available online
View online- Format:
- Book
- Author/Creator:
- Virmani, Deepali.
- Series:
- Studies in Smart Technologies, 3004-989X
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Artificial intelligence.
- Machine learning.
- Quantitative research.
- Computational Intelligence.
- Artificial Intelligence.
- Machine Learning.
- Data Analysis and Big Data.
- Local Subjects:
- Computational Intelligence.
- Artificial Intelligence.
- Machine Learning.
- Data Analysis and Big Data.
- Physical Description:
- 1 online resource (488 pages)
- Edition:
- 1st ed. 2025.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
- Summary:
- 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.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 9789819791323
- 9819791324
- OCLC:
- 1507697250
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