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020 _a9783031408373
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024 7 _a10.1007/978-3-031-40837-3
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050 4 _aQ334-342
050 4 _aTA347.A78
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072 7 _aCOM004000
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245 1 0 _aMachine Learning and Knowledge Extraction
_h[electronic resource] :
_b7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023, Benevento, Italy, August 29 - September 1, 2023, Proceedings /
_cedited by Andreas Holzinger, Peter Kieseberg, Federico Cabitza, Andrea Campagner, A Min Tjoa, Edgar Weippl.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXV, 320 p. 64 illus., 53 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14065
505 0 _aControllable AI - An alternative to trustworthiness in complex AI systems? -- Efficient approximation of Asymmetric Shapley Values using Functional Decomposition -- Domain-Specific Evaluation of Visual Explanations for Application-Grounded Facial Expression Recognition -- Human-in-the-Loop Integration of Domain-Knowledge Graphs for Explainable and Federated Deep Learning -- The Tower of Babel in explainable Artificial Intelligence (XAI) -- Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data -- Transformers are Short-text Classifiers -- Reinforcement Learning with Temporal-Logic-Based Causal Diagrams -- Using Machine Learning to Generate an ESG Dictionary -- Let me think! Investigating the effect of explanations feeding doubts about the AI advice -- Enhancing Trust in Machine Learning Systems by Formal Methods -- Sustainability Effects of Robust and Resilient Artificial Intelligence -- The Split Matters: Flat Minima Methodsfor Improving the Performance of GNNs -- Probabilistic framework based on Deep Learning for differentiating ultrasound movie view planes -- Standing Still is Not An Option: Alternative Baselines for Attainable Utility Preservation -- Memorization of Named Entities in Fine-tuned BERT Models -- Event and Entity Extraction from Generated Video Captions -- Fine-Tuning Language Models for Scientific Writing Support.
520 _aThis volume LNCS-IFIP constitutes the refereed proceedings of the 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023 in Benevento, Italy, during August 28 - September 1, 2023. The 18 full papers presented together were carefully reviewed and selected from 30 submissions. The conference focuses on integrative machine learning approach, considering the importance of data science and visualization for the algorithmic pipeline with a strong emphasis on privacy, data protection, safety and security.
650 0 _aArtificial intelligence.
_93407
650 0 _aSoftware engineering.
_94138
650 0 _aDatabase management.
_93157
650 0 _aData mining.
_93907
650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aMachine theory.
_9124627
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aSoftware Engineering.
_94138
650 2 4 _aDatabase Management.
_93157
650 2 4 _aData Mining and Knowledge Discovery.
_9124628
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aFormal Languages and Automata Theory.
_9124629
700 1 _aHolzinger, Andreas.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9124630
700 1 _aKieseberg, Peter.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9124631
700 1 _aCabitza, Federico.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9124632
700 1 _aCampagner, Andrea.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9124633
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9124634
700 1 _aWeippl, Edgar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9124635
710 2 _aSpringerLink (Online service)
_9124636
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031408366
776 0 8 _iPrinted edition:
_z9783031408380
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14065
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-40837-3
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