{"id":"W4386811934","doi":"10.1007/978-3-031-43421-1","title":"Machine Learning and Knowledge Discovery in Databases: Research Track","year":2023,"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":"Télécom Paris; University of Illinois at Urbana-Champaign; Malaviya National Institute of Technology, Jaipur; Région Normandie; Instituto Superior Técnico; Shanghai University of Electric Power; Université de Lyon; University of Thessaly; Stockholms Universitet; University of Science and Technology of China; Julius-Maximilians-Universität Würzburg; Instituto Federal Goiás; Universidade Federal de Pernambuco; Rheinische Friedrich-Wilhelms-Universität Bonn; Shandong Academy of Sciences; Southeast University; Nanjing University; Univerza v Ljubljani; Université de Rennes 1; Universidade Federal de Minas Gerais; Università della Calabria; Wuhan University; Università degli Studi di Torino; Aristotle University of Thessaloniki; Anschutz Medical Campus, University of Colorado; Syddansk Universitet; Tsinghua University; Universidad Carlos III de Madrid; Universitat Politècnica de València; Humboldt-Universität zu Berlin; International Institute of Information Technology, Hyderabad; Ludwig-Maximilians-Universität München; Université de Versailles Saint-Quentin-en-Yvelines; Universität Paderborn; National Central University; Shandong University; Politechnika Warszawska; Universiteit Gent; Sapienza Università di Roma; Renmin University of China; Zhejiang University; Keele University; Università degli Studi di Verona; Universität Potsdam; AstraZeneca; Gottfried Wilhelm Leibniz Universität Hannover; Shanghai Jiao Tong University; Leibniz-Gemeinschaft; Simon Fraser University; Università degli Studi di Padova; Université de Namur; Universität Wien; China University of Petroleum, Beijing; Université Paris-Saclay; Aalto-Yliopisto; KU Leuven; Kyungpook National University; Universiteit Maastricht; University of Technology Sydney; Technische Universiteit Delft; Griffith University; University of South Australia; RMIT University; University of Electronic Science and Technology of China; Technische Universität Kaiserslautern; Monash University; Univerzita Karlova v Praze; University College Dublin; Jilin University; National University of Singapore; Politecnico di Torino; Indian Institute of Technology Gandhinagar; Universität Heidelberg; Université de Strasbourg; Conservatoire National des Arts et Métiers; Blekinge Tekniska Högskola; Beihang University; Chongqing University; University of Twente; University of Bristol; University of Bath; University of Oxford; Indian National Science Academy; University of Exeter; Sorbonne Université; Kungliga Tekniska Högskolan; Iowa State University; Universidade do Porto; Indian Institute of Technology, Patna; Boise State University; Institut \"Jožef Stefan\"; Uniwersytet Warszawski; Universität Bielefeld; Amazon Web Services; Itä-Suomen Yliopisto; Universidad Complutense de Madrid; Universidad de Castilla-La Mancha; Alibaba DAMO Academy; Amherst College; Indian Institute of Technology Jodhpur; Department for Enterprise, Trade and Investment, UK Government; University of Waikato; University of Ottawa; West Virginia University; Technische Universität Darmstadt; Università degli Studi di Trento; Michigan State University; Università degli Studi di Firenze; Université du Luxembourg; Università di Pisa; Scuola IMT Alti Studi Lucca; Universidad Autónoma de Madrid; Universiteit Utrecht; Temple University; Zhengzhou University; Indian Council of Agricultural Research; Heilongjiang University; College of Engineering, Michigan State University; University of Wyoming; Eidgenössische Technische Hochschule Zürich; Università Degli Studi di Modena e Reggio Emila; Université de Caen Normandie; Umeå Universitet; Helsingin Yliopisto; Carnegie Mellon University; Högskolan i Halmstad; Universität Osnabrück; Korea Advanced Institute of Science and Technology; Università degli Studi di Napoli Federico II; Malmö Högskola; University of Notre Dame; Xidian University; Università degli Studi di Cagliari; Florida Atlantic University; Aarhus Universitet; Universiteit Leiden; George Mason University; Universitetet i Oslo; Philipps-Universität Marburg; Universidad del Atlántico; Università di Macerata; University of Minnesota","keywords":"Computer science; Knowledge extraction; Track (disk drive); Artificial intelligence; Database; Information retrieval; Data science; Machine learning; Operating system","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":[0.004029784,0.001563158,0.003166295,0.005964602,0.0008955064,0.006882764,0.002629245,0.001713203,0.04284674],"category_scores_gemma":[0.005587341,0.001461628,0.001626523,0.01863391,0.0008850637,0.01049078,0.002585043,0.003603786,0.03508946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394283,"about_ca_system_score_gemma":0.004813984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697746,"about_ca_topic_score_gemma":0.005070173,"domain_scores_codex":[0.9982408,0.0001977772,0.0001523984,0.0003616424,0.00093144,0.0001159563],"domain_scores_gemma":[0.9929308,0.002300475,0.0003251945,0.000645149,0.002882585,0.000915846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007859113,0.0001211066,0.0002648766,0.001440957,0.00006039091,0.00002597544,0.00003420884,0.0006985192,0.0008769226,0.01133528,0.5715463,0.4135169],"study_design_scores_gemma":[0.00006558955,0.0002701432,0.001736551,0.001331736,0.0001025208,0.0004292582,0.0000742401,0.006232897,0.002001595,0.02025156,0.9674448,0.00005924838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003063292,0.7174802,0.1054394,0.02007493,0.03286145,0.0008188813,0.006151567,0.004652287,0.1094581],"genre_scores_gemma":[0.01125019,0.5616077,0.1068426,0.004023938,0.01848259,0.00043708,0.01221977,0.001563236,0.2835729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04284674,"threshold_uncertainty_score":0.1433366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204229511465486,"score_gpt":0.3604018829486982,"score_spread":0.2983595878340434,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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