Description
Book SynopsisPhotovoltaic Substation Voltage Forecasting Optimization Using Modified Metaheuristic and Gated Recurrent Unit Networks.- Enhancing Neural Architecture Search: A Comparative Optimization Framework.- Deep Learning-Driven Blood Vessel Segmentation for Early Detection and Classification of Diabetic Retinopathy.- A Comprehensive Hybrid Metaheuristic Algorithm: Leveraging Coyote and Chimp Optimization for Optimal Performance.- Modifying Metaheuristic Optimizers for Hyperparameter Tuning of Machine Learning Models Tackling Malicious Node Detection in Blockchain Networks.- Innovative Skin Disease Diagnosis: A Hybrid Learning Framework for Skin Cancer Detection.- Depth Estimation for Autonomous Vehicles with Enhanced Perception.- Hybridizing CNN with an LSTM Back-End for Univariate Rainfall Forecasting.- Enhancing ECG Abnormality Detection using Image Processing and Transfer Learning Approach.- Enhancing Transformer Efficiency through Active Learning and Knowledge Distillation.- Enhancing Dyslexia Classification using Feature Selection and Ensemble Learning Models on Eye-Tracking Data.- Classification of Arrhythmia Data and QRS Peak Detection for Feature Extraction using SVM Classifiers.- Effects of Environmental and Agronomic Factors on Crop Yield at Different Phenological Stages.- Classification Models for Predicting Accident Severity and the Impact of Factors Contributing to Severity.- A Weighted Deep Learning Approach to Identify Nucleic Acid-Binding Proteins.- Predictive Analytics in Financial Transactions: A Comparative Study for Customer Risk Assessment and Revenue Prediction.- Enhancing Renewable Energy Planning: Machine Learning-based Solar Radiation Prediction.- From Text to Treatment: Predicting Mental Health Needs through Language Analysis and Machine Learning.- A Systematic Review of Deep Learning Techniques for Enhancing Public Safety through Video Surveillance.- Particle Swarm Optimization Algorithm for Quasi-total Roman Domination.- Automatic Detection of Erythrocytes for Sickle Cell Disease Identification Based on YOLOv8n Network.- Exploring the Effectiveness of Collaborative and Content-Based Filtering Techniques in Movie Recommendation Systems with Explainable AI.- Deep Learning-Based Classification of Lung, Kidney, and Breast Cancer Tumor Tissues using Whole Slide Images from the TCGA Database.- Foot Pressure and 3D Skeleton based Multimodal Approach for Pathological Gait Classification.- A Study on Generative Adversarial Network (GAN), Neural Style Transfer (NST) and Autoencoders.- MTL-SDCNN-Based Pre-and Post-Harvest Disease Prediction of Wheat and Paddy Crops.- Mining Association Rules among Biophysical Water Parameters using Improved Frequency Pattern Growth Algorithm.- Deep Learning Approach for Detection and Classification of Alzheimer’S Disease.- Advancements in Voice Pathology Detection: A Comprehensive Bibliometric and Visual Network Analysis.- Railway Track Crack Detection System.- Enhancing Security with a Custom Authenticator App and Comprehensive Zero Trust Architecture.- Super-Resolution of MRI Images using Deep Learning for Enhanced Medical Diagnostics using Altair Rapidminer Studio.- Exloring the Role of ICT Tools for Autism Spectrum Disorder Support: A Survey-Based Study.- Advanced Data Analytics for Organ Donation Tracking using AI and Blockchain.- Adaptive Trust Based Secure Routing Protocol for Wireless Adhoc Network.- Stochastic Particle Swarm Optimization with Bayesian Inference for Hyperparameter Optimization in CNN for Image Classification.- MultiBand Microstrip Patch Antenna for C-Band Applications.- Thoracic Disease Detection and Classification Using Chest X-rays: A Deep Learning Approach with ResNet-50 and DenseNet-121.
