Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops: MHDW 2024, 5G-PINE 2024, and ΑΙ4GD 2024, Corfu, Greece, June 27-30, 2024, Proceedings: IFIP Advances in Information and Communication Technology, cartea 715
Editat de Ilias Maglogiannis, Lazaros Iliadis, Ioannis Karydis, Antonios Papaleonidas, Ioannis Chochliourosen Limba Engleză Hardback – 24 iul 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 (ΑΙ4GD 2024).
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Specificații
ISBN-13: 9783031632266
ISBN-10: 3031632265
Pagini: 494
Ilustrații: XXI, 494 p. 111 illus., 95 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria IFIP Advances in Information and Communication Technology
Locul publicării:Cham, Switzerland
ISBN-10: 3031632265
Pagini: 494
Ilustrații: XXI, 494 p. 111 illus., 95 illus. in color.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria IFIP Advances in Information and Communication Technology
Locul publicării:Cham, Switzerland
Cuprins
.- 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.
.- 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.