Hybrid Artificial Intelligent Systems (eBook, PDF)

19th International Conference, HAIS 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part II
Redaktion: Quintián, Héctor; Martínez Álvarez, Francisco; García Bringas, Pablo; Martínez de Pisón, Francisco Javier; Calvo Rolle, José Luis; Jove Pérez, Esteban; Pérez García, Hilde; Troncoso Lora, Alicia; Corchado, Emilio; Fosci, Paolo; Herrero, Álvaro

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 307
• Erscheinungstermin: 8. Oktober 2024
• Englisch
• ISBN-13: 9783031741869
• Artikelnr.: 72244015

Inhaltsangabe

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.