{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007208863,0.0003142563,0.0003847659,0.0005436605,0.000202826,0.0008687584,0.001684369,0.0001025574,0.000004036266],"category_scores_gemma":[0.0001608482,0.0002942625,0.00004042989,0.001362267,0.0003742139,0.00106579,0.003030794,0.00084633,0.000009531654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803989,"about_ca_system_score_gemma":0.001071557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000947334,"about_ca_topic_score_gemma":0.0004144711,"domain_scores_codex":[0.9973432,0.00006916841,0.0003365405,0.001443878,0.0003508122,0.0004564436],"domain_scores_gemma":[0.9981598,0.0006521386,0.0001263062,0.0008845591,0.00007398357,0.0001032076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[8.408282e-7,0.00006297389,0.0005381824,0.00005498778,0.000003818497,0.00007503403,0.0006352823,0.001567308,0.00004290878,0.005790507,0.00007769353,0.9911504],"study_design_scores_gemma":[0.0002210472,0.00004859986,0.000416905,0.000623868,0.000003982533,0.00007538898,5.288969e-7,0.96534,0.0002201533,0.0061775,0.02638719,0.0004848892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00008297923,0.003805477,0.993753,0.0002840704,0.0004579384,0.0001592394,0.00002734289,0.0000696639,0.001360353],"genre_scores_gemma":[0.009964846,0.0006574402,0.9843667,0.0004743274,0.000458287,0.00003514254,0.0001983149,0.00003546554,0.00380949],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9906656,"threshold_uncertainty_score":0.9999509,"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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