Overview

Full Product Details

Author:   Emilio Corchado ,  Héctor Quintián ,  Alicia Troncoso Lora ,  Hilde Pérez García
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032084613

ISBN 10:   303208461
Pages:   369
Publication Date:   14 October 2025
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

.- Deep Learning and Representation Learning. .- Knowledge Distillation of Class Activation Maps from Two Teachers for Continual Learning. .- RAPID: Robust Adaptive Probabilistic Inference with DINO Features. .- MapFM: Foundation Model-Driven HD Mapping with Multi-Task Contextual Learning. .- Revisiting Automatic Essay Assessment: A Relative Approach. .- Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-shot Samples. .- Determination of galaxy photometric redshifts using Conditional Generative Adversarial Networks (CGANs). .- Hybrid Vision System for Minor Pre-Assembly Identification in a Robotic Welding Cell. .- An energy efficient model based on the feature pseudo-embedding. .- HAIS Energy Applications. .- Forecasting Thermal Demand in Citizen Energy Communities Using Machine Learning: Application to the Urberoa Case Study. .- A Hybrid Modelling Approach for Forecasting the Acquired Electrical Power from Photovoltaic Panels. .- KARMA: KAN meets ARIMA. .- IIoT-Driven Time Series Imputation for Sustainable Metalworking Fluid Monitoring. .- Evolutionary Computation and Optimization. .- An Adaptive Memetic Algorithm for Solving the Multiple Knapsack Assignment Problem. .- Advanced Decomposition-based Bioinspired Algorithms for Multiobjective Phylogenetics. .- An Ant Colony Optimization Approach for Safest Path Pair Computation under Correlated Failures. .- DRL-Driven Batch-Oriented SDN Migration with Weighted Traffic Matrix Clustering for Dynamic Networks. .- Reinforcement Learning and AI Planning. .- Emotional Value-aware Agents: a Viewpoint paper. .- Neuro-Symbolic Reasoning with Multiple Large Language Models Combined by First-Order Logic. .- SimplyQRL: A Modular Benchmarking Library for Hybrid Quantum Reinforcement Learning. .- Enhancing World Models with Specialized Prediction Networks for Reinforcement Learning. .- Smart Mobility and Transportation Optimization. .- Clustering-Based Route Optimization for Mixed Ride-Sharing under Time Constraints. .- Origin-Destination Frequency Tensors and Their Application in Machine Learning Modelling. .- Fast-TRACLUS: An Optimized Trajectory Clustering Algorithm for Large-Scale Datasets. .- Action Space Size Effects in Reinforcement Learning for the Vehicle Routing Problem. .- Time Series and Forecasting Methods. .- Perplexity, Uncertainty, and the Limits of Active Learning. .- Channel selection and creation algorithms for Electroencephalography classification with HIVE-COTE. .- Multivariate Regime Identification and Prediction in Financial Markets via Gaussian Mixture and Gradient Boosting Methods. .- On-Edge Task Planning with Large Language Models for Service Robotics.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions