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  • Search: subject:"unsupervised"
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Year of publication
Subject
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Artificial intelligence 63 Künstliche Intelligenz 63 unsupervised learning 46 Unsupervised learning 41 Theorie 40 Theory 39 Learning process 34 Lernprozess 34 Cluster analysis 23 Clusteranalyse 22 Unsupervised machine learning 22 Learning 19 Lernen 19 Forecasting model 16 Prognoseverfahren 16 Data Mining 15 Data mining 15 Algorithm 14 Algorithmus 14 Regional cluster 14 Regionales Cluster 14 machine learning 14 Classification 12 Clustering 12 unsupervised machine learning 12 Machine learning 11 Neural networks 10 Neuronale Netze 10 Time series analysis 10 Zeitreihenanalyse 10 clustering 10 Klassifikation 9 Unsupervised Learning 9 supervised learning 9 Consumer behaviour 8 Konsumentenverhalten 8 COVID-19 7 Coronavirus 6 E-commerce 6 Electronic Commerce 6
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Online availability
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Undetermined 104 Free 74 CC license 16
Type of publication
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Article 155 Book / Working Paper 28 Other 1
Type of publication (narrower categories)
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Article in journal 110 Aufsatz in Zeitschrift 110 Working Paper 20 Graue Literatur 19 Non-commercial literature 19 Arbeitspapier 17 Article 10 research-article 6 Conference paper 3 Konferenzbeitrag 3 Aufsatz im Buch 2 Book section 2 Lehrbuch 1
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Language
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English 160 Undetermined 22 Portuguese 1 Spanish 1
Author
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Fisher, Mark 3 Guimaraes, Gabriela 3 Hyndman, Rob J. 3 Jensen, Mark J. 3 Urfer, Wolfgang 3 Aparicio, Juan 2 Athanasopoulos, George 2 Ball, Michael O. 2 Bordin, Chiara 2 Caiado, Jorge 2 Chan, TszKin Julian 2 Cheung, Ka Shing 2 Corander, Jukka 2 Cuenod, Charles A. 2 Debener, Jörn 2 Draca, Mirko 2 Esteve, Miriam 2 Heikkilä, Marikka 2 Heinke, Volker 2 Kaplan, Muhittin 2 Khan, Asad ul Islam 2 Kriebel, Johannes 2 Latif, Muhammad Nouman 2 Lee, Changro 2 Lepetyuk, Vadym 2 Li, Sijie 2 Lovell, David J. 2 Lúcio, Francisco 2 Maliar, Lilia 2 Maliar, Serguei 2 Mattera, Raffaele 2 Mishra, Sambeet 2 Moragues, Raul 2 Nahr, Nora 2 Ott, Ingrid 2 Palu, Ivo 2 Patra, Pradipta 2 Reiß, Markus 2 Ribeiro, Vitor Miguel 2 Ross, Stephen L. 2
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Institution
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Centre Interuniversitaire de Recherche en Analyse des Organisations (CIRANO) 1 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 1 Society for Computational Economics - SCE 1 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1 ToKnowPress 1
Published in...
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Journal of information & knowledge management : JIKM 5 Computers & operations research : and their applications to problems of world concern ; an international journal 4 IEEE transactions on engineering management : EM 4 Technological forecasting & social change : an international journal 4 Computational Statistics & Data Analysis 3 International journal of production research 3 Risks : open access journal 3 Data Technologies and Applications 2 Energy economics 2 European journal of operational research : EJOR 2 IMF working papers 2 Information technology and management 2 International Journal of Information Technology & Decision Making (IJITDM) 2 International journal of organizational analysis 2 Journal of air transport management 2 Journal of management analytics 2 Quantitative finance 2 Socio-economic planning sciences : the international journal of public sector decision-making 2 Statistical Applications in Genetics and Molecular Biology 2 The journal of risk & insurance 2 Working paper / Department of Econometrics and Business Statistics, Monash University 2 ASTIN bulletin : the journal of the International Actuarial Association 1 Active Citizenship by Knowledge Management & Innovation: Proceedings of the Management, Knowledge and Learning International Conference 2013 1 Administrative Sciences 1 Administrative Sciences : open access journal 1 Advances in Data Analysis and Classification 1 Annals of actuarial science 1 Asia-Pacific journal of management research and innovation 1 Borradores de economía 1 Business & information systems engineering : BISE ; the international journal of Wirtschaftsinformatik 1 CIRANO Working Papers 1 Cambridge working papers in economics 1 Children and Youth Services Review 1 Computational Statistics 1 Computational economics 1 Computing in Economics and Finance 2002 1 Data science and management : DSM 1 Decision sciences 1 Digital finance : smart data analytics, investment innovation, and financial technology 1 Discussion paper / Statistics Netherlands 1
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Source
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ECONIS (ZBW) 133 RePEc 24 EconStor 13 Other ZBW resources 13 BASE 1
Showing 1 - 10 of 184
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Using archetypal analysis to derive a typology of knowledge networks in European bioclusters
Abbasiharofteh, Milad; Hermans, Frans - In: Regional Studies 59 (2025) 1, pp. 1-17
The shift to a bioeconomy necessitates radical innovations to move from a fossil- to a bio-based economy, with bioclusters playing a crucial role by fostering collaboration among a wide range of co-located actors to find solutions. Through a novel methodological approach in regional studies...
Persistent link: https://www.econbiz.de/10015375287
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Targeting audience personas with programmatic geographic segments using unsupervised methods
Noorithaya, Viraj - In: IIMB Management Review 37 (2025) 1, pp. 2-14
The digital advertising industry, where clients advertise to existing and potential customers through digital channels, is going through a rapid transformation. This is necessitated by evolving privacy laws such as General Data Protection Regulation (GDPR) and California Consumer Privacy Act...
Persistent link: https://www.econbiz.de/10015444172
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Surprisal-based algorithm for detecting anomalies in categorical data
Cherkaoui, Ossama; Anoun, Houda; Maizate, Abderrahim - In: Data science and management : DSM 8 (2025) 2, pp. 185-195
Anomaly detection is an important research area in a diverse range of real-world applications. Although many algorithms have been proposed to address anomaly detection for numerical datasets, categorical and mixed datasets remain a significant challenge, primarily because a natural distance...
Persistent link: https://www.econbiz.de/10015455584
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Assessing driving risk through unsupervised detection of anomalies in telematics time series data
Chan, Ian Weng; Badescu, Andrei L.; Lin, X. Sheldon - In: ASTIN bulletin : the journal of the International … 55 (2025) 2, pp. 205-241
Persistent link: https://www.econbiz.de/10015450030
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Unsupervised machine learning based anomaly detection in high frequency data: Evidence from Cryptocurrency Market
Latif, Muhammad Nouman; Kaplan, Muhittin; Khan, Asad ul … - In: Pakistan Journal of Commerce and Social Sciences (PJCSS) 19 (2025) 3, pp. 407-440
cryptocurrency markets using Jupyter Notebook. We compare four advanced unsupervised machine learning models, i.e, Density …-known cryptocurrencies at three different temporal resolutions (daily, hourly, and 15-minute) the performance of these four unsupervised … across the three unsupervised learning methods. Number of anomalies also depends on the volatility and time interval of …
Persistent link: https://www.econbiz.de/10015482432
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Unsupervised machine learning based anomaly detection in high frequency data : Evidence from Cryptocurrency Market
Latif, Muhammad Nouman; Kaplan, Muhittin; Khan, Asad ul … - In: Pakistan journal of commerce and social sciences 19 (2025) 3, pp. 407-440
cryptocurrency markets using Jupyter Notebook. We compare four advanced unsupervised machine learning models, i.e, Density …-known cryptocurrencies at three different temporal resolutions (daily, hourly, and 15-minute) the performance of these four unsupervised … across the three unsupervised learning methods. Number of anomalies also depends on the volatility and time interval of …
Persistent link: https://www.econbiz.de/10015475249
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A review on unsupervised learning algorithms and applications in supply chain management
Rolf, Benjamin; Jackson, Ilya; Müller, Marcel; … - In: International journal of production research 63 (2025) 5, pp. 1933-1983
Persistent link: https://www.econbiz.de/10015421584
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Portuguese textiles and apparel industry: Assessing the effect of international trade on employment and green employment
Ribeiro, Vitor Miguel - In: Administrative Sciences 14 (2024) 10, pp. 1-66
characterised by higher production volumes and lower marginal costs. By applying an unsupervised machine-learning method, followed …
Persistent link: https://www.econbiz.de/10015424571
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Unsupervised news analysis for enhanced high-frequency food insecurity assessment
Wanrooij, Cascha van; Cruijssen, Frans; Olier, Juan … - In: Decision sciences 55 (2024) 6, pp. 605-619
Persistent link: https://www.econbiz.de/10015372006
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A review of unsupervised k-value selection techniques in clustering algorithms
Pegado-Bardayo, Ana; Lorenzo-Espejo, Antonio; … - In: Journal of industrial engineering and management : JIEM 17 (2024) 3, pp. 641-649
, which makes them an essential tool when working with large datasets. However, although they are unsupervised tools, they …
Persistent link: https://www.econbiz.de/10015376973
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