紀錄類型: |
書目-電子資源
: Monograph/item
|
正題名/作者: |
Artificial intelligence applications and innovations/ edited by Ilias Maglogiannis ... [et al.]. |
其他題名: |
20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024 : proceedings. |
其他題名: |
AIAI 2024 |
其他作者: |
Maglogiannis, Ilias. |
團體作者: |
IFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations |
出版者: |
Cham :Springer Nature Switzerland : : 2024., |
面頁冊數: |
xxvii, 378 p. :ill. (some col.), digital ;24 cm. |
內容註: |
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. |
Contained By: |
Springer Nature eBook |
標題: |
Artificial intelligence - Congresses. - |
電子資源: |
https://doi.org/10.1007/978-3-031-63219-8 |
ISBN: |
9783031632198 |