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E-grāmata: Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops: MHDW 2024, 5G-PINE 2024, and ??4GD 2024, Corfu, Greece, June 27-30, 2024, Proceedings

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This book constitutes the refereed proceedings of three International Workshops held as parallel events of the IFIP WG 12.5 International Workshops on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27-30, 2024.





The 30 full papers and 4 short papers presented in this book were carefully reviewed and selected from 69 submissions.





AIAI 2024 Workshop volume presents papers from the following three workshops:





13th event of the International Mining Humanistic Data Workshop (MHDW 2024)





9th 5G-PINE Workshop (5G-PINE 2024)





1st Workshop on AI Applications for Achieving the Green Deal Targets (4GD 2024).
.- Semantic Enrichment and Analysis of Building Energy Consumption Data
for the City of Sofia.

.- Predicting Song Popularity through Machine Learning and Sentiment Analysis
on Social Networks.

.- Tourist Flow Projection in Response to Weather Variability for Sustainable
Tourism and Management.

.- Open-Source Online Mission-planning In Emergent Environments with PDDL for
multi-robot applications.

.- An explainable by-design framework for transparent user-centric AI energy
services.

.- Mixed Reality and 3D modelling Role in Cultural Heritage Preservation as a
Pathway to Sustainable Heritage and Management.

.- An Innovative Methodology for Revealing Home Appliances Consumption
Patterns to Transform Energy Management and Maintenance Strategies.

.- Net Zero Strategies: Empowering Climate Change Solutions Through Advanced
Analytics and Time Series.

.- Non-Intrusive Weather Analysis for Sustainable Preservation in Cultural
Heritage Buildings.

.- Resident-oriented Green Energy Optimization using a Multi-Objective
Evolutionary Algorithm.

.- Advancing Agricultural Sustainability through Classification of Plant
Pests and Diseases.

.- Data collection & wrangling towards Machine Learning in LoD2+ urban models
generation.

.- Unraveling Negation in Modern Greek Using Machine Learning: A
Comprehensive Analysis and Detection Framework.

.- Comparative Analysis of Time Series and Machine Learning Models for Air
Quality Prediction Utilizing IoT Data.

.- Transformer-based anomaly detection in energy consumption data.

.- Museum Education: Integration of Cultural Heritage and Educational
Metadata Schemas.

.- New Perspectives in e-Learning: EEG-based Modelling of Human Cognition
Individual Differences.

.- Efficient Energy Disaggregation using DBSCAN: A Novel Approach for
Enhanced Energy Management.

.- Integrating Machine Learning and Biological Context for Single-Cell Gene
Regulatory Network Inference .

.- Optimizing Vehicle-to-Vehicle Energy Sharing with Predictive Modeling.

.- Beyond 5G Networking: The Case of NANCY Project.

.- Boosting Digitalization across European Regions: The AMBITIOUS Approach.

.- Testing Plan Description & Field Measurements for Real-Time Wide Area
Monitoring of Interconnected Power Systems in the Smart5Grid Project.

.- On 6G-enabled SDN-based mobile network User Plane with DRL-based Traffic
Engineering.

.- On the efficient architecture for 6G System.

.- Market Analysis of a Data Platform in the European Data Ecosystem.

.- Scalable Data Profiling for Quality Analytics Extraction.

.- Boosting Data Monetization with DATAMITE.

.- Data Monetization Opportunities and Challenges: The European Landscape by
DATAMITE.

.- OCTAPUS: Empowering Next Generation Central Offices with Cross-Layer
Network Intelligence towards a Reconfigurable Data Plane.

.- A Survey on Machine Learning Approaches in Water Analysis.

.- Innovative digital forensic and investigation tools for Law Enforcement:
The EMPOWER & TRACY Approach.

.- Seamless Integration of Efficient 6G Wireless Technologies for
Communication and Sensing enabling Ecosystems.

.- Promoting Deployment of Innovative Use Cases in Market Verticals for the
Support of 6G Evolution: The 6G-PATH Context.