06082nam a22006615i 4500 978-3-031-63219-8 DE-He213 20251030112333.0 cr nn 008mamaa 240622s2024 sz | s |||| 0|eng d 9783031632198 978-3-031-63219-8 10.1007/978-3-031-63219-8 doi QA75.5-76.95 UY bicssc COM000000 bisacsh UY thema Artificial Intelligence Applications and Innovations [electronic resource] : 20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27–30, 2024, Proceedings, Part III / edited by Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XXVII, 378 p. 124 illus., 109 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda IFIP Advances in Information and Communication Technology, 1868-422X ; 713 -- A comparison of AI methods for Groundwater Level Prediction in Burkina Faso. -- A Deep Learning-Based Framework for Racket Sports Court Registration. -- Beyond Sentiment in Stock Price Prediction: Integrating News Sentiment and Investor Attention with Temporal Fusion Transformer. -- Cross-Relational Reasoning for Neural Tensor Networks. -- C-XGBoost: A tree boosting model for causal effect estimation. -- FCGAN: Spectral Convolutions via FFT for Channel-Wide Receptive Field in Generative Adversarial Networks. -- Forecasting Longitudinal Acceleration in Urban Vehicles. -- Lip Recognition Based on Bi-GRU with Multi-Head Self-Attention. -- Multivariate Time-Series Methods with Uncertainty Estimation for Correcting Physics-Based Model: Comparisons and Generalization for Industrial Drilling Process. -- Towards robust Road Quality Detection using different Detection Models. -- Towards Semantically Conscious, Conversation-based Chatbot Services for Migrants. -- Using Boosting and Neural Networks Methods to Detect Healthcare Fraud. -- Artificial Intelligence Modeling of the Efficiency of a Biological Treatment Installation. -- Carbon-Aware Machine Learning: A case study on cellular traffic forecasting with Spiking Neural Networks. -- Emerging research topics identification using Temporal Graph Neural Networks. -- Explanations for Core Decomposition. -- Graph Neural Networks In PyTorch For Link Prediction In Industry 4.0 Process Graphs. -- Knowledge Graph Completion using Structural and Textual Embeddings. -- Lightweight Inference by Neural Network Pruning: Accuracy, Time and Comparison. -- Multi-Adaptive Neural Modelling of the Interplay of Changing Organisational Contexts, Epigenetics, and Personality Traits in the Development of Burnout. -- Parameterization of the Victor-Purpura distance for matching temporal neural activity patterns in real-time. -- A Constraint-Based Greedy-Local-Global Search for the Warehouse Location Problem. -- A Second-Order Adaptive Network Model for Political Opinion Dynamics. -- An evaluation framework for synthetic data generation models. -- Risk Assessment of COVID-19 Transmission on Cruise Ships Using Fuzzy Rules. -- Statistical Modeling of Univariate Unimodal Data using Π-sigmoid Mixture Models. -- Test Case Features as Hyper-heuristics for Inductive Programming. This book constitutes the refereed proceedings of the 20th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27–30, 2024. The 100 full papers and 8 short papers included in this book were carefully reviewed and selected from 213 submissions. The diverse nature of papers presented demonstrates the vitality of AI algorithms and approaches. It certainly proves the very wide range of AI applications as well. Computer science. 58552 Artificial intelligence. 58441 Computer engineering. Computer networks . 60157 Computers. 65793 Social sciences Data processing. 65741 Computer Science. 58552 Artificial Intelligence. 58441 Computer Engineering and Networks. Computing Milieux. 66530 Computer Communication Networks. 65689 Computer Application in Social and Behavioral Sciences. 65743 Maglogiannis, Ilias. editor. (orcid)0000-0003-2860-399X https://orcid.org/0000-0003-2860-399X edt http://id.loc.gov/vocabulary/relators/edt Iliadis, Lazaros. editor. (orcid)0000-0002-6404-1528 https://orcid.org/0000-0002-6404-1528 edt http://id.loc.gov/vocabulary/relators/edt Macintyre, John. editor. (orcid)0000-0001-8514-9127 https://orcid.org/0000-0001-8514-9127 edt http://id.loc.gov/vocabulary/relators/edt Avlonitis, Markos. editor. (orcid)0000-0002-8575-0358 https://orcid.org/0000-0002-8575-0358 edt http://id.loc.gov/vocabulary/relators/edt Papaleonidas, Antonios. editor. (orcid)0000-0002-0545-7638 https://orcid.org/0000-0002-0545-7638 edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031632181 Printed edition: 9783031632204 Printed edition: 9783031632211 IFIP Advances in Information and Communication Technology, 1868-422X ; 713 https://doi.org/10.1007/978-3-031-63219-8 ZDB-2-SCS ZDB-2-SXCS 61032 61032