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_a10.1007/978-3-031-40837-3 _2doi |
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_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. |
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300 |
_aXV, 320 p. 64 illus., 53 illus. in color. _bonline resource. |
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336 |
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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 |
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650 | 0 |
_aSoftware engineering. _94138 |
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650 | 0 |
_aDatabase management. _93157 |
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650 | 0 |
_aData mining. _93907 |
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650 | 0 |
_aInformation storage and retrieval systems. _922213 |
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650 | 0 |
_aMachine theory. _9124627 |
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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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