{"id":"W4386806337","doi":"10.1007/978-3-031-43430-3","title":"Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences; 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; Shandong Academy of Sciences; Southeast University; Nanjing University; Univerza v Ljubljani; Université de Rennes 1; Universidad de Castilla-La Mancha; Universidade Federal de Minas Gerais; Università della Calabria; Wuhan University; Universität zu Köln; Università degli Studi di Torino; Aristotle University of Thessaloniki; Anschutz Medical Campus, University of Colorado; Syddansk Universitet; Universitat Politècnica de València; Humboldt-Universität zu Berlin; Malmö Högskola; International Institute of Information Technology, Hyderabad; Ludwig-Maximilians-Universität München; Uniwersytet Warszawski; Universität Bielefeld; Technische Universität Darmstadt; University of Electronic Science and Technology of China; Université de Versailles Saint-Quentin-en-Yvelines; Universität Paderborn; National Central University; Rheinische Friedrich-Wilhelms-Universität Bonn; Westfälische Wilhelms-Universität Münster; Centre National de la Recherche Scientifique; 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; University College Cork; Shanghai Jiao Tong University; Leibniz-Gemeinschaft; Simon Fraser University; Università degli Studi di Padova; Université de Namur; Universität Wien; Itä-Suomen Yliopisto; Amazon Web Services; Universidad Complutense de Madrid; China University of Petroleum, Beijing; Université Paris-Saclay; Aalto-Yliopisto; KU Leuven; Kyungpook National University; Universiteit Maastricht; University of Technology Sydney; Technische Universiteit Delft; Queensland University of Technology; University of South Australia; RMIT University; Technische Universität Kaiserslautern; Monash University; Jilin University; National University of Singapore; 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; Universidad Carlos III de Madrid; Tsinghua University; 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\"; Amherst College; Department for Enterprise, Trade and Investment, UK Government; Universiteit van Amsterdam; Universität Heidelberg; Politecnico di Torino; Indian Institute of Technology Gandhinagar; Indian Institute of Technology Jodhpur; University of Waikato; University of Ottawa; West Virginia University; Università degli Studi di Firenze; Université du Luxembourg; Heilongjiang University; College of Engineering, Michigan State University; University of Wyoming; Eidgenössische Technische Hochschule Zürich; Università Degli Studi di Modena e Reggio Emila; Nara Institute of Science and Technology; University of Notre Dame; Université de Caen Normandie; Umeå Universitet; Helsingin Yliopisto; Università di Pisa; Universidad Autónoma de Madrid; Scuola IMT Alti Studi Lucca; Carnegie Mellon University; Högskolan i Halmstad; Universität Osnabrück; Korea Advanced Institute of Science and Technology; Università degli Studi di Napoli Federico II; Università degli Studi di Trento; Michigan State University; Universiteit Utrecht; Temple University; Zhengzhou University; Indian Council of Agricultural Research; Griffith University; Università degli Studi di Cagliari; Arizona State University; Xidian University; Florida Atlantic University; University College Dublin; Univerzita Karlova v Praze; Tongji University; Aarhus Universitet; Universiteit Leiden; George Mason University; Carl von Ossietzky Universität Oldenburg; Universitetet i Oslo; Philipps-Universität Marburg; Universidad del Atlántico; Università di Macerata; University of Minnesota","keywords":"Computer science; Track (disk drive); Knowledge extraction; Database; Information retrieval; Data science; World Wide Web; Artificial intelligence; 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":[0.005906428,0.001347435,0.002453079,0.005248345,0.0008851805,0.007171706,0.002503871,0.001458467,0.03674363],"category_scores_gemma":[0.006069629,0.001503734,0.001530499,0.01414523,0.001518714,0.01442796,0.002875674,0.005218133,0.02026722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810859,"about_ca_system_score_gemma":0.003267915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382711,"about_ca_topic_score_gemma":0.004714172,"domain_scores_codex":[0.9982584,0.0002063702,0.0001104335,0.0002700124,0.001066866,0.000087882],"domain_scores_gemma":[0.9920385,0.003175744,0.0002177724,0.001023875,0.002538485,0.001005671],"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":[0.00007570576,0.0001278884,0.0003373688,0.0007918495,0.00004699978,0.00003263749,0.00007372024,0.001312296,0.0008303071,0.03434897,0.5421966,0.4198256],"study_design_scores_gemma":[0.00003926453,0.0001299394,0.001243289,0.0006347008,0.00004548965,0.0003763337,0.0000963729,0.01904598,0.001906647,0.05683893,0.9195898,0.00005320603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004237314,0.5392557,0.2247565,0.0428114,0.02524987,0.0006024951,0.004966931,0.005355155,0.1527647],"genre_scores_gemma":[0.02322544,0.4211123,0.184626,0.005090329,0.01716199,0.0004182475,0.007649911,0.002523619,0.3381922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03674363,"threshold_uncertainty_score":0.1229197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690926658876365,"score_gpt":0.3015205930331806,"score_spread":0.2646113264444169,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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