LEADER 04768nam 22007695 450 001 9910739458903321 005 20230821191259.0 010 $a3-031-40837-3 024 7 $a10.1007/978-3-031-40837-3 035 $a(MiAaPQ)EBC30717195 035 $a(Au-PeEL)EBL30717195 035 $a(DE-He213)978-3-031-40837-3 035 $a(PPN)272260185 035 $a(EXLCZ)9928011015300041 100 $a20230821d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMachine Learning and Knowledge Extraction$b[electronic resource] $e7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023, Benevento, Italy, August 29 ? September 1, 2023, Proceedings /$fedited by Andreas Holzinger, Peter Kieseberg, Federico Cabitza, Andrea Campagner, A Min Tjoa, Edgar Weippl 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (335 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14065 311 08$aPrint version: Holzinger, Andreas Machine Learning and Knowledge Extraction Cham : Springer,c2023 9783031408366 327 $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 Methods for 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. 330 $aThis volume LNCS-IFIP constitutes the refereed proceedings of the 7th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2023 in Benevento, Italy, during August 28 ? September 1, 2023. The 18 full papers presented together were carefully reviewed and selected from 30 submissions. The conference focuses on integrative machine learning approach, considering the importance of data science and visualization for the algorithmic pipeline with a strong emphasis on privacy, data protection, safety and security. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14065 606 $aArtificial intelligence 606 $aSoftware engineering 606 $aDatabase management 606 $aData mining 606 $aInformation storage and retrieval systems 606 $aMachine theory 606 $aArtificial Intelligence 606 $aSoftware Engineering 606 $aDatabase Management 606 $aData Mining and Knowledge Discovery 606 $aInformation Storage and Retrieval 606 $aFormal Languages and Automata Theory 615 0$aArtificial intelligence. 615 0$aSoftware engineering. 615 0$aDatabase management. 615 0$aData mining. 615 0$aInformation storage and retrieval systems. 615 0$aMachine theory. 615 14$aArtificial Intelligence. 615 24$aSoftware Engineering. 615 24$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aInformation Storage and Retrieval. 615 24$aFormal Languages and Automata Theory. 676 $a006.3 700 $aHolzinger$b Andreas$0915004 701 $aKieseberg$b Peter$01423653 701 $aCabitza$b Federico$01423654 701 $aCampagner$b Andrea$01423655 701 $aTjoa$b A. Min$0909730 701 $aWeippl$b Edgar$01423656 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910739458903321 996 $aMachine Learning and Knowledge Extraction$93552047 997 $aUNINA