Overview

Full Product Details

Author:   Emilio Corchado ,  Héctor Quintián ,  Hilde Pérez García ,  Esteban Jove Pérez
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032292919

ISBN 10:   3032292913
Pages:   481
Publication Date:   14 June 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available  
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

.- Health & Biomedical AI. .- A Systematic Analysis of Data Augmentation and Training Parameters for Lightweight CNN-Based Mammographic Lesion Classification. .- Phase-phase coupling characterization and classification using KAN-based autoencoder. .- Feature Selection for Cognitive Decline Detection Using Machine Learning. .- Early Detection of Neurotoxicity in Neuronal Cultures via Unsupervised Anomaly Detection on MEA Spike Waveforms. .- A Byzantine-Resilient Agentic Framework for Robust Multimodal Subtyping of Non-Hodgkin Lymphoma. .- Subject-Level Classification of Primary Progressive Aphasia from Manually Derived Linguistic Features: Effects of Task Granularity and Variant Sensitivity. .- Applied AI: Food, Water & Resources. .- Autonomous Soil Nutrient Mapping System: Integrating NIR Spectroscopy with a SCARA-Manipulator on a Summit-XL Rover. .- Robust Plant Disease Diagnosis Using Multi-Agent Systems. .- Gaussian Mixture Models for Identifying Ultra-Processed Foods. .- Variability of Water Consumption Patterns: Assessing User Membership Stability via PCA and K-Means. .- Enhancing the Discriminative Quality of Dairy Cattle Monitoring Data through Feature Engineering. .- Hybrid Integration of CNN, Spectral, Structural, and Attention Mechanisms for Vegetation-Soil Segmentation in Agricultural Images. .- Vision, Robotics & Inspection. .- Convolutional Autoencoders Based Unsupervised Detection for Overshoot Cutting Defects on Shipbuilding Base Plates. .- Evaluating Off-the-Shelf Semantic Segmentation for Quadruped Navigation via Pseudo-Ground Truth. .- Occlusion-Aware Bird's-Eye-View Semantic Segmentation for Surround-View Fisheye Cameras. .- Human-Related Acoustic Event Classification under Real Background Interference: The Role of Controlled Acoustic Dataset Generation. .- On the Automatic Visual Inspection for Defects Detection in Injection Molding Processes. .- LLMs, RAG & Agents. .- Large Language Model-based Automatic Knowledge Graph Enrichment. .- Memory Mining for LLM Agents: Dynamic Topic-Aware Retrieval of User Fact Records. .- Hybrid Tri-Layer Framework for Robust AI-Generated Text Detection in Spanish. .- SmartBrew Advisor: A Hybrid Conversational Recommender System for Brewing Product Guidance. .- Hybrid Optimization & Planning. .- An Efficient Rainbow based Memetic Algorithm to the Linear Fixed Cost Transportation Problem. .- A Hybrid Nearest Neighbor Approach with Crossover Operators for Traveling Salesman Problem. .- NSGA-II Multi-Objective Optimization of Plastic Injection Molding Parameters Supported by Surrogate Models. .- Hybrid residential photovoltaic power plant scheduling method based on demand and generation forecasting. .- Anticipatory Dispatch and Repositioning for On-Demand Food Delivery. .- Network Architecture Search: a comparison study. .- Imitation learning via deep Q-learning for multi-robot path planning. .- Hybrid Industrial & Energy AI. .- Hybrid Preprocessing and Machine Learning for Wind Power Prediction in Small-Scale Wind Systems. .- Automatic Classification of Battery Operating Regimes Using Hidden Markov Models and Voltage Data. .- A hybrid model for predicting petroleum coke quality based on feedstock composition and process parameters. .- An Explainable Hybrid Framework for Process Fault Diagnosis. .- Interpretable & Robust ML. .- Searching for Interpretable Multilayer Perceptrons Using a Structural-Behavioural Interpretability Metric. .- Incremental Explanatory Variable Enrichment for Interpretable Clustering Models. .- A Variational Quantum Classifier Applied to Romanian Financial Data: Insights into Energy–Pharmaceutical Sector Relations. .- Cascaded Bias Mitigation with Multi-objective Bayesian Optimization for Credit Scoring. .- Feature Imaging via Mutual Information for CNN-Based IoT Intrusion Detection on NF-UNSW-NB15-v3. .- Active Learning and Self-Labeling in Low-Budget Annotation.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions