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  • Search: subject:"Supervised Learning"
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Year of publication
Subject
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supervised learning 75 Artificial intelligence 68 Künstliche Intelligenz 63 Supervised learning 58 Learning process 56 Lernprozess 56 Learning 43 Lernen 43 Theorie 43 Theory 42 Forecasting model 35 Prognoseverfahren 35 machine learning 29 Machine learning 23 Classification 18 Algorithm 17 Algorithmus 17 Data mining 17 Neural networks 17 Neuronale Netze 17 Semi-supervised learning 17 Data Mining 15 Supervised Learning 15 Klassifikation 14 Learning organization 13 Lernende Organisation 13 classification 11 Pattern recognition 9 deep learning 9 unsupervised learning 8 Estimation 7 Mustererkennung 7 Schätzung 7 USA 7 United States 7 semi-supervised learning 7 Mathematical programming 6 Mathematische Optimierung 6 Social Web 6 Social web 6
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Online availability
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Undetermined 111 Free 80 CC license 12
Type of publication
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Article 160 Book / Working Paper 35
Type of publication (narrower categories)
All
Article in journal 106 Aufsatz in Zeitschrift 106 Working Paper 30 Arbeitspapier 17 Graue Literatur 17 Non-commercial literature 17 Article 14 Aufsatz im Buch 6 Book section 6 research-article 3 Conference paper 1 Konferenzbeitrag 1 Lehrbuch 1
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Language
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English 167 Undetermined 24 German 2 French 1 Portuguese 1
Author
All
Niggli, Matthias 5 Nowak, Adam 5 Askitas, Nikos 4 Frejinger, Emma 4 Rutzer, Christian 4 Abudu, Bolanle 3 Boulesteix, Anne-Laure 3 Burgard, Jan Pablo 3 Humphreys, Brad R. 3 Lange, Tatjana 3 Lodi, Andrea 3 Mosler, Karl 3 Mozharovskyi, Pavlo 3 Nomaler, Önder 3 Pinheiro, Maria Eduarda 3 Verspagen, Bart 3 Zhou, Yang 3 Adıvar, Murat 2 Albert, Maximilian 2 Antos, Sarah Elizabeth 2 Arbabi, Farzin 2 Avner, Paolo 2 Bembom, Oliver 2 Bengio, Yoshua 2 Bengtsson, Linus 2 Biegel, Tobias 2 Brooks, Christopher J. 2 Burci, Priya 2 Chen, Jun 2 Cordier, Johannes 2 Debener, Jörn 2 Ebrahimi, Pejman 2 Fan, Jianqing 2 Gensicke, Miriam 2 Gonzalez, Miguel 2 Gray, Jonathan 2 Hall, Joshua C. 2 He, Mengxi 2 Heinisch, Dominik 2 Heinke, Volker 2
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Institution
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Banco de México 1 Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 1 Seminar für Wirtschafts- und Sozialstatistik, Wirtschafts- und Sozialwissenschaftliche Fakultät 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
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Computational economics 5 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 5 Journal of marketing analytics : JMA 5 Journal of Intelligent Manufacturing 4 Statistical Applications in Genetics and Molecular Biology 4 European journal of operational research : EJOR 3 International journal of production economics 3 International journal of production research 3 The journal of risk & insurance 3 Working papers / Department of Economics, West Virginia University 3 Computational Statistics & Data Analysis 2 Computers & operations research : an international journal 2 Data science and management : DSM 2 Energy economics 2 IAB discussion paper : Beiträge zum wissenschaftlichen Dialog aus dem Institut für Arbeitsmarkt- und Berufsforschung 2 IAB-Discussion Paper 2 International Journal of Data Analysis Techniques and Strategies 2 International journal of business information systems : IJBIS 2 International journal of financial engineering 2 Journal of forecasting 2 Mathematics and Computers in Simulation (MATCOM) 2 Physica A: Statistical Mechanics and its Applications 2 Risks : open access journal 2 UNU-MERIT Working Papers 2 WWZ Working Paper 2 WWZ working paper 2 Annals of operations research ; volume 287, number 1 (April 2020) 1 Applied economics 1 Applied economics letters 1 Asia-Pacific journal of management research and innovation 1 Borradores de economía 1 Business & information systems engineering 1 CESifo Working Paper 1 CESifo working papers 1 CIRANO Working Papers 1 China economic review : an international journal 1 Computational Optimization and Applications 1 Computational Statistics 1 Computers & operations research : and their applications to problems of world concern ; an international journal 1 Contemporary studies of risks in emerging technology, part A 1
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Source
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ECONIS (ZBW) 130 EconStor 27 RePEc 27 Other ZBW resources 10 BASE 1
Showing 21 - 30 of 195
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Application of positive and unlabeled learning: A novel approach for identifying sepsis cases from hospital administrative data
Vogel, Justus; Cordier, Johannes - 2024
Only positive instances of various events, e.g., secondary diagnoses, are actively labeled in hospital administrative data. In line with this, several studies indicate underreporting of adverse events such as sepsis. The gold standard for relabeling of uncoded sepsis cases, medical record...
Persistent link: https://www.econbiz.de/10014575503
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Relaxation and self-supervised machine learning for the hybrid flow shop assignment problem
Tonnius, Annika; Martin, Robert J. - In: Logistics research 16 (2023) 1, pp. 1-16
suggests that the considered technique of self- supervised learning is well suited for high-performance applications involving … techniques. Our model combines a suitable relaxation of the objective function to a continuous solution space with a self-supervised … learning method for neural networks, which does not require any labeled training data. Thereby, we avoid the pre-computation of …
Persistent link: https://www.econbiz.de/10014514881
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A novel machine learning model for predicting late supplier deliveries of low-volume-high-variety products with application in a German machinery industry
Steinberg, Fabian; Burggräf, Peter; Wagner, Johannes; … - In: Supply chain analytics 1 (2023), pp. 1-13
Although Machine Learning (ML) in supply chain management (SCM) has become a popular topic, predictive uses of ML in SCM remain an understudied area. A specific area that needs further attention is the prediction of late deliveries by suppliers. Recent approaches showed promising results but...
Persistent link: https://www.econbiz.de/10014516298
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Systematic review of data-centric approaches in artificial intelligence and machine learning
Singh, Prerna - In: Data science and management : DSM 6 (2023) 3, pp. 144-157
, data preprocessing, transfer learning, semi-supervised learning, machine ​learning ​operations (MLOps), and the effect of …
Persistent link: https://www.econbiz.de/10014518012
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New boosting approaches for improving cluster-based undersampling in problems with imbalanced data
Abdullah-All-Tanvir; Khandokar, Iftakhar Ali; Shatabda, … - 2023
. Often these datasets create bias in the supervised learning models trained for the prediction task. One of the most …
Persistent link: https://www.econbiz.de/10014520500
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A novel approach to predicting customer lifetime value in B2B SaaS companies
Curiskis, Stephan; Dong, Xiaojing; Jiang, Fan; Scarr, Mark - In: Journal of marketing analytics : JMA 11 (2023) 4, pp. 587-601
Persistent link: https://www.econbiz.de/10014537127
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Flight data clustering for offline evaluation of real-time trajectory optimization framework
Kim, Junghyun; Mavris, Dimitri - 2023
algorithms: (1) a supervised learning algorithm to predict winds, (2) an unsupervised learning algorithm to forecast areas of …
Persistent link: https://www.econbiz.de/10014434176
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"Moving on" : investigating inventors' ethnic origins using supervised learning
Niggli, Matthias - In: Journal of economic geography 23 (2023) 4, pp. 921-947
Persistent link: https://www.econbiz.de/10014314713
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Detecting insurance fraud using supervised and unsupervised machine learning
Debener, Jörn; Heinke, Volker; Kriebel, Johannes - In: The journal of risk & insurance 90 (2023) 3, pp. 743-768
Persistent link: https://www.econbiz.de/10014364565
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ML Pro: digital assistance system for interactive machine learning in production
Neunzig, Christian; Möllensiep, Dennis; Kuhlenkötter, … - In: Journal of Intelligent Manufacturing 35 (2023) 7, pp. 3479-3499
The application of machine learning promises great growth potential for industrial production. The development process of a machine learning solution for industrial use cases requires multi-layered, sophisticated decision-making processes along the pipeline that can only be accomplished by...
Persistent link: https://www.econbiz.de/10015165821
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