Hybrid Artificial Intelligent Systems : 19th International Conference, HAIS 2024, Salamanca, Spain, October 9–11, 2024, Proceedings, Part II / edited by Héctor Quintián, Emilio Corchado, Alicia Troncoso Lora, Hilde Pérez García, Esteban Jove Pérez, José Luis Calvo Rolle, Francisco Javier Martínez de Pisón, Pablo García Bringas, Francisco Martínez Álvarez, Álvaro Herrero, Paolo Fosci.

Format:

Book

Contributor:

Quintián, Héctor, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 14858

Language:

English

Subjects (All):

Artificial intelligence.

Artificial Intelligence.

Local Subjects:

Artificial Intelligence.

Physical Description:

1 online resource (318 pages)

Edition:

1st ed. 2025.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2025.

Summary:

This two-part proceedings volume constitutes the refereed proceedings of the 19th International Conference on Hybrid Artificial Intelligent Systems (HAIS 2024), held in Salamanca, Spain, during October 9–11, 2024. The 52 full papers were carefully reviewed and selected from 112 submissions. They were organized in topical sections as follows: Part I: Biomedical Applications, Data Mining and Decision Support Systems, Deep Learning, Evolutionary Computation and Optimization. Part II: HAIS Applications, HAIS Energy Applications, Image and Text Processing, Reinforced Learning.

Contents:

HAIS Applications

Identification and behaviour pattern recognition of cows in intensive and extensive farms using intelligent collars and dimensional reduction techniques

A supervised clustering approach for subrole discovery in a multiplayer online battle arena game

Evaluating the Privacy and Security Implications of AI Based Medical Chatbots on Android Platforms

A Graph Data Model Creation Methodology for Accident Hotspot Prediction in Urban Areas

HAIS Energy Applications

A New Ensemble with Partition Size Variation Applied to Wind Speed Time Series

BatNoiseDL Discrimination of bat signals through an ensemble of deep learning models

Missing meteorological data imputation for mini eolic electrical power prediction

Characterization of water consumers in urban areas based on data visualization techniques

Image and Text Processing

GenAI Powered Analysis of GIS App Privacy Policies for GDPR Compliance

An in depth analysis of jailbreaking through domain characterization of LLM training sets

Reframing Detector specific Prompt Tuning for Enhancing Open Vocabulary Object Detection

Leveraging Retrieval Augmented Generation for reliable medical question answering using Large Language Models

Satellite Guided Herding Optimizing Pasture Selection for Efficient Livestock Management

Establishing the Foundation for Out of Distribution Detection in Monument Classification Through Nested Dichotomies

A Preliminary Study on Preprocessing the Semantic Space in Zero Shot Learning

Lexicon Annotation with LLM a proof of concept with ChatGPT

Enhancing RAG Retrieval to Improve LLMs Robustness and Resilience to Hallucinations

VIPER Vision based system to detect potential predators for herding with robots

Common Sense Plan Verification with Large Language Models

Reinforced Learning

Reinforcement Learning for Dynamic Trajectory Adjustment in Human Robot Interaction within Virtual Simulations

Artificial Intelligence in Portfolio Selection Problem A Review and Future Perspectives

Networked Independent Reinforcement Learners Playing an Evolutionary Game

Unity Based Autonomous Driving Environment A Platform for Validating Reinforcement Learning Agents

Using Federated Learning Techniques to generalize Reinforcement Learning approaches.

Notes:

Includes bibliographical references and index.

ISBN:

3-031-74186-2