LEADER 04117nam 2200517 450 001 996464383403316 005 20220428160449.0 010 $a3-030-84060-3 024 7 $a10.1007/978-3-030-84060-0 035 $a(CKB)4100000011996772 035 $a(DE-He213)978-3-030-84060-0 035 $a(MiAaPQ)EBC6698683 035 $a(Au-PeEL)EBL6698683 035 $a(PPN)257350500 035 $a(EXLCZ)994100000011996772 100 $a20220428d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aMachine learning and knowledge extraction $e5th IFIP TC 5, TC 12, WG 8. 4, WG 8. 9, WG 12. 9 international cross-domain conference, CD-MAKE 2021, virtual event, August 17-20, 2021, proceedings /$fAndreas Holzinger [and three others] editors 205 $a1st ed. 2021. 210 1$aCham, Switzerland :$cSpringer,$d[2021] 210 4$dİ2021 215 $a1 online resource (X, 365 p. 119 illus., 96 illus. in color.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v12844 311 $a3-030-84059-X 327 $aDigital Transformation for Sustainable Development Goals (SDGs) - a Security, Safety and Privacy Perspective on AI -- When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised -- Self-Propagating Malware Containment via Reinforcement Learning -- Text2PyCode : Machine Translation of Natural Language Intent to Python Source Code -- Automated Short Answer Grading using Deep Learning : A Survey -- Fair and Adequate Explanations -- Mining Causal Hypotheses in Categorical Time Series by Iterating on Binary Correlations -- Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples -- Rice seed image-to-image translation using Generative Adversarial Networks to improve weedy rice image classification -- Reliable AI through SVDD and rule extraction -- Airbnb Price Prediction Using Machine Learning and Sentiment Analysis -- Towards Financial Sentiment Analysis in a South African Landscape -- Decisions are not all equal. Introducing a utility metric based on the case-wise raters' perceptions -- Deep Convolutional Neural Network(CNN) design for pathology detection of COVID-19 in chest X-Ray Images -- Anomaly detection for skin lesion images using replicator neural networks -- On the overlap between Grad-CAM saliency maps and explainable visual features in skin cancer images -- From Explainable to Reliable Artificial Intelligence -- Explanatory Pluralism in Explainable AI -- On the Trustworthiness of Tree Ensemble Explainability Methods -- Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoods -- MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers -- Transparent Ensembles for Covid-19 Prognosis. 330 $aThis book constitutes the refereed proceedings of the 5th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2021, held in virtually in August 2021. The 20 full papers and 2 short papers presented were carefully reviewed and selected from 48 submissions. The cross-domain integration and appraisal of different fields provides an atmosphere to foster different perspectives and opinions; it will offer a platform for novel ideas and a fresh look on the methodologies to put these ideas into business for the benefit of humanity. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v12844 606 $aComputer arithmetic and logic units 606 $aComputer security 606 $aArtificial intelligence 615 0$aComputer arithmetic and logic units. 615 0$aComputer security. 615 0$aArtificial intelligence. 676 $a001.6 702 $aHolzinger$b Andreas 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996464383403316 996 $aMachine Learning and Knowledge Extraction$91896731 997 $aUNISA