E-grāmata: Hybrid Artificial Intelligent Systems: 19th International Conference, HAIS 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part II

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.