{"id":"W4360985784","doi":"10.1007/978-3-031-26422-1","title":"Machine Learning and Knowledge Discovery in Databases","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Oak Ridge National Laboratory; Instituto Superior Técnico; Leibniz-Gemeinschaft; Microsoft Research Asia; University of California, Riverside; University of Illinois at Urbana-Champaign; Insight SFI Research Centre for Data Analytics; Région Normandie; Technische Universität Dortmund; Basque Center for Applied Mathematics; Universität Kassel; Stockholms Universitet; University of Science and Technology of China; Shenzhen University; Zhejiang University of Technology; Rheinische Friedrich-Wilhelms-Universität Bonn; Southeast University; Nanjing University; Universidade Federal de Minas Gerais; Aristotle University of Thessaloniki; Universidad de Oviedo; Universitat de Barcelona; Ludwig-Maximilians-Universität München; Université de Liège; Turun Yliopisto; National and Kapodistrian University of Athens; Universiteit Utrecht; Temple University; Nankai University; Universidade Federal de Uberlândia; Centre National de la Recherche Scientifique; Universiteit Gent; Sapienza Università di Roma; Renmin University of China; Université de Caen Normandie; Umeå Universitet; Politechnika Poznańska; University of Southern California; Masdar Institute of Science and Technology; Gottfried Wilhelm Leibniz Universität Hannover; Universität Potsdam; Universitetet i Stavanger; King Abdulaziz University; University of Oxford; King Abdullah University of Science and Technology; Università degli Studi di Trento; Harokopio University; Università di Pisa; Scuola IMT Alti Studi Lucca; Universidad Autónoma de Madrid; Linköpings Universitet; Università degli Studi di Padova; Euskal Herriko Unibertsitatea; Universität Wien; Dalhousie University; Abu Dhabi National Oil Company; Humboldt-Universität zu Berlin; Sun Yat-sen University; Institut National des Sciences Appliquées de Lyon; Università degli Studi di Milano-Bicocca; Tsinghua University; Chinese Academy of Sciences; Masarykova Univerzita; Universiteit van Amsterdam; Central European Institute of Technology; University of South Australia; Technische Universität Kaiserslautern; Monash University; Technische Universiteit Delft; University of Technology Sydney; Itä-Suomen Yliopisto; Eberhard Karls Universität Tübingen; Aix-Marseille Université; Universiteit Leiden; University College Cork; Université de La Réunion; Brown University; Jilin University; National University of Singapore; Indian Institute of Technology Palakkad; Commonwealth Scientific and Industrial Research Organisation; Institut National des Sciences Appliquées Rouen; Danmarks Tekniske Universitet; Shenzhen Technology University; Sorbonne Université; Kungliga Tekniska Högskolan; Ulster University; Universidade do Porto; Utah State University; Indian Institute of Technology, Patna; Beihang University; University of Twente; University of Bristol; University of Macedonia; Shandong University; Politechnika Warszawska; Université Bretagne Sud; Institut \"Jožef Stefan\"; University College London; Universität Passau; Deakin University; Universiti Kuala Lumpur; Helsingin Yliopisto; Arizona State University; Università degli Studi di Cagliari; Université Catholique de Louvain; Politecnico di Torino; Universität Bielefeld; Université Grenoble Alpes; Peking University; KU Leuven; Kyungpook National University; University of New South Wales; National University of Ireland; Institut National Polytechnique de Toulouse; Microsoft Research; Högskolan i Halmstad; University of Alberta; Università degli Studi di Napoli Federico II; New Mexico State University; Università degli Studi di Milano; Université du Luxembourg; Universidad de Zaragoza; University of Waikato; Georgia State University; University of Texas at San Antonio; TU Graz, Internationale Beziehungen und Mobilitätsprogramme; Zhejiang University; Université Paris-Saclay; Aalto-Yliopisto; University of Galway; Beijing Normal University; Philipps-Universität Marburg; Georgia Institute of Technology; Technische Universiteit Eindhoven; University of Ottawa; Indian National Science Academy; Universita degli Studi di Bari Aldo Moro; Université de Neuchâtel; University College Dublin; Université de Lyon; Yonsei University","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":[0.001022348,0.0008426523,0.001649705,0.002555282,0.0005124831,0.004103264,0.001435065,0.000854361,0.0142267],"category_scores_gemma":[0.004309662,0.0006751852,0.0008427624,0.007102247,0.001109268,0.005740982,0.001413877,0.002098941,0.00938921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007953959,"about_ca_system_score_gemma":0.0008812106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008395439,"about_ca_topic_score_gemma":0.0008051551,"domain_scores_codex":[0.9990596,0.0001895291,0.00008884657,0.0001424977,0.0004867103,0.0000327372],"domain_scores_gemma":[0.9975062,0.001847225,0.00008280166,0.000264167,0.0002390092,0.000060691],"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":[0.00006038981,0.00008315391,0.0004350962,0.001863255,0.000103939,0.0001453796,0.0001579449,0.004602468,0.001251043,0.1552054,0.1371093,0.6989827],"study_design_scores_gemma":[0.0000277433,0.00004617351,0.0008203212,0.0006190834,0.0000770086,0.0008593547,0.0001124556,0.02755396,0.001625417,0.3994712,0.5687559,0.0000313995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004635329,0.2597681,0.5984489,0.007553297,0.004335407,0.0003002367,0.002028052,0.002176714,0.120754],"genre_scores_gemma":[0.04537189,0.1812095,0.545715,0.003071049,0.00414011,0.0004037424,0.005208564,0.0007422207,0.214138],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0142267,"threshold_uncertainty_score":0.04759306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444514451208298,"score_gpt":0.2906166420676732,"score_spread":0.2661714975555902,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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