000 | 05925nam a22006615i 4500 | ||
---|---|---|---|
001 | 978-3-031-63219-8 | ||
003 | DE-He213 | ||
005 | 20240730172512.0 | ||
007 | cr nn 008mamaa | ||
008 | 240622s2024 sz | s |||| 0|eng d | ||
020 |
_a9783031632198 _9978-3-031-63219-8 |
||
024 | 7 |
_a10.1007/978-3-031-63219-8 _2doi |
|
050 | 4 | _aQA75.5-76.95 | |
072 | 7 |
_aUY _2bicssc |
|
072 | 7 |
_aCOM000000 _2bisacsh |
|
072 | 7 |
_aUY _2thema |
|
082 | 0 | 4 |
_a004 _223 |
245 | 1 | 0 |
_aArtificial Intelligence Applications and Innovations _h[electronic resource] : _b20th IFIP WG 12.5 International Conference, AIAI 2024, Corfu, Greece, June 27-30, 2024, Proceedings, Part III / _cedited by Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Markos Avlonitis, Antonios Papaleonidas. |
250 | _a1st ed. 2024. | ||
264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2024. |
|
300 |
_aXXVII, 378 p. 124 illus., 109 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aIFIP Advances in Information and Communication Technology, _x1868-422X ; _v713 |
|
505 | 0 | _a -- 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 Î -sigmoid Mixture Models. -- Test Case Features as Hyper-heuristics for Inductive Programming. | |
520 | _aThis 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. | ||
650 | 0 |
_aComputer science. _99832 |
|
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aComputer engineering. _910164 |
|
650 | 0 |
_aComputer networks . _931572 |
|
650 | 0 |
_aComputers. _98172 |
|
650 | 0 |
_aSocial sciences _xData processing. _983360 |
|
650 | 1 | 4 |
_aComputer Science. _99832 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aComputer Engineering and Networks. _9104073 |
650 | 2 | 4 |
_aComputing Milieux. _955441 |
650 | 2 | 4 |
_aComputer Communication Networks. _9104075 |
650 | 2 | 4 |
_aComputer Application in Social and Behavioral Sciences. _931815 |
700 | 1 |
_aMaglogiannis, Ilias. _eeditor. _0(orcid) _10000-0003-2860-399X _4edt _4http://id.loc.gov/vocabulary/relators/edt _973026 |
|
700 | 1 |
_aIliadis, Lazaros. _eeditor. _0(orcid) _10000-0002-6404-1528 _4edt _4http://id.loc.gov/vocabulary/relators/edt _973027 |
|
700 | 1 |
_aMacintyre, John. _eeditor. _0(orcid) _10000-0001-8514-9127 _4edt _4http://id.loc.gov/vocabulary/relators/edt _973028 |
|
700 | 1 |
_aAvlonitis, Markos. _eeditor. _0(orcid) _10000-0002-8575-0358 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9104077 |
|
700 | 1 |
_aPapaleonidas, Antonios. _eeditor. _0(orcid) _10000-0002-0545-7638 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9104079 |
|
710 | 2 |
_aSpringerLink (Online service) _9104082 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031632181 |
776 | 0 | 8 |
_iPrinted edition: _z9783031632204 |
776 | 0 | 8 |
_iPrinted edition: _z9783031632211 |
830 | 0 |
_aIFIP Advances in Information and Communication Technology, _x1868-422X ; _v713 _9104084 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-63219-8 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cEBK | ||
999 |
_c88353 _d88353 |