{"id":"W2492107376","doi":"10.1007/978-3-030-67658-2","title":"Machine Learning and Knowledge Discovery in Databases","year":2021,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Computing Technology, Chinese Academy of Sciences; Télécom Paris; University of California, Davis; École Normale Supérieure de Lyon; University of Illinois at Urbana-Champaign; LG Electronics; Technische Universität Dortmund; Sabancı Üniversitesi; ITMO University; University of Chinese Academy of Sciences; Ryukoku University; Universität Konstanz; Eötvös Loránd Tudományegyetem; Stockholms Universitet; Xiamen University; Università della Calabria; Singapore University of Technology and Design; Technische Universität Berlin; Indian Institute of Technology Guwahati; Universidade do Porto; Samsung; Universidade Estadual de Campinas; Nanjing University; Indian Institute of Technology Bombay; Università degli Studi dell'Aquila; Ludwig-Maximilians-Universität München; Shanghai Jiao Tong University; Rheinische Friedrich-Wilhelms-Universität Bonn; Vrije Universiteit Brussel; Westfälische Wilhelms-Universität Münster; Shanghai University of Finance and Economics; Universidade Federal de Uberlândia; Centre National de la Recherche Scientifique; Universidade de Macau; Dartmouth College; University of Tokyo; University of Rochester; Zhengzhou University; Institut \"Jožef Stefan\"; Waseda University; Universiteit Gent; Sorbonne Université; Kungliga Tekniska Högskolan; University of Warwick; Indian Institute of Technology Madras; Johns Hopkins University; Harbin Institute of Technology; Université de Namur; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Universität Wien; Heinrich-Heine-Universität Düsseldorf; Eidgenössische Technische Hochschule Zürich; National Council for Scientific Research; University of Texas at Dallas; Zhejiang University; Aalto-Yliopisto; Università di Pisa; Universidad Autónoma de Madrid; Pohang University of Science and Technology; Beijing Institute of Technology; Fudan University; Sun Yat-sen University; University of Twente; Chongqing University; Insight SFI Research Centre for Data Analytics; Beijing Jiaotong University; Technische Universiteit Delft; University of Toronto; University of Electronic Science and Technology of China; Technische Universität Kaiserslautern; Monash University; Peking University; KU Leuven; University of New South Wales; Gottfried Wilhelm Leibniz Universität Hannover; Rijksuniversiteit Groningen; Itä-Suomen Yliopisto; Eberhard Karls Universität Tübingen; Universiteit Leiden; Umeå Universitet; Helsingin Yliopisto; Universidade Federal do Paraná; Deakin University; University of Bristol; Universidade Federal do Rio Grande do Sul; Technische Universität München; Joint Research Centre; Université d'Orléans; Institut National des Sciences Appliquées de Lyon; Tsinghua University; Chinese Academy of Sciences; Indian National Science Academy; University of Exeter; University of East Anglia; University of Adelaide; Université Grenoble Alpes; Universitat Politècnica de Catalunya; Indian Institute of Technology Kanpur; University of Waikato; Florida State University; Universidade de Coimbra; Oregon State University; University of Queensland; Emory University; Polytechnique Montréal; Universidad de Alicante; Leuphana Universität Lüneburg; Toyota Research Institute; Politecnico di Torino; Universität Kassel; Case Western Reserve University; Institut National Polytechnique de Toulouse; McGill University; Université de Lorraine; Université du Luxembourg; Philipps-Universität Marburg; Leibniz-Gemeinschaft; Pennsylvania State University; University of Oxford; Tianjin University; Universität zu Lübeck; Universiteit Utrecht; Siemens; Aarhus Universitet; Harvard University; Université de Liège; European Commission; University of Alberta; University of Science and Technology of China; Chongqing University of Posts and Telecommunications; Washington State University; University College Dublin; Technische Universiteit Eindhoven; Arizona State University; University of Tsukuba; Purdue University; University of Southern California","keywords":"Computer science; Knowledge extraction; Database; Artificial intelligence; Information retrieval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009823649,0.0008682535,0.001682295,0.002560055,0.0005186294,0.004126997,0.001500075,0.0008805551,0.01590927],"category_scores_gemma":[0.00438257,0.000670764,0.0008360553,0.007416154,0.001069442,0.005879967,0.001403692,0.002069006,0.0103999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008030465,"about_ca_system_score_gemma":0.0008977683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008179352,"about_ca_topic_score_gemma":0.0007884679,"domain_scores_codex":[0.999051,0.0001913247,0.00008816012,0.0001475043,0.000488949,0.0000330522],"domain_scores_gemma":[0.9975166,0.001839599,0.00008125172,0.0002617091,0.0002392762,0.00006155457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000590848,0.00008111139,0.0004202503,0.001884097,0.00009526355,0.0001425198,0.0001535479,0.004351757,0.001184727,0.1508749,0.1444977,0.696255],"study_design_scores_gemma":[0.00002681259,0.000044618,0.0008058297,0.000621547,0.00007431673,0.0008568458,0.0001067079,0.02526301,0.001490166,0.3681239,0.6025555,0.00003065603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004705342,0.2698931,0.5750511,0.007582169,0.004636711,0.0003187702,0.002318876,0.00229028,0.1332036],"genre_scores_gemma":[0.04264388,0.1840852,0.5266746,0.003033949,0.004164614,0.0004246402,0.005766122,0.0008026577,0.2324043],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01590927,"threshold_uncertainty_score":0.05322188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946296800861885,"score_gpt":0.281059002399933,"score_spread":0.2615960343913142,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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