000 | 04939nam a22006135i 4500 | ||
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_a10.1007/978-3-030-84060-0 _2doi |
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050 | 4 | _aTA347.A78 | |
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_aMachine Learning and Knowledge Extraction _h[electronic resource] : _b5th 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 / _cedited by Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl. |
250 | _a1st ed. 2021. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021. |
|
300 |
_aX, 365 p. 119 illus., 96 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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490 | 1 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v12844 |
|
505 | 0 | _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. | |
520 | _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. | ||
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aEducation _xData processing. _982607 |
|
650 | 0 |
_aDatabase management. _93157 |
|
650 | 0 |
_aData mining. _93907 |
|
650 | 1 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aComputers and Education. _941129 |
650 | 2 | 4 |
_aDatabase Management. _93157 |
650 | 2 | 4 |
_aData Mining and Knowledge Discovery. _9117769 |
700 | 1 |
_aHolzinger, Andreas. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9117770 |
|
700 | 1 |
_aKieseberg, Peter. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9117771 |
|
700 | 1 |
_aTjoa, A Min. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9117772 |
|
700 | 1 |
_aWeippl, Edgar. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9117773 |
|
710 | 2 |
_aSpringerLink (Online service) _9117774 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030840594 |
776 | 0 | 8 |
_iPrinted edition: _z9783030840617 |
830 | 0 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v12844 _9117775 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-84060-0 |
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