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  • Search: subject:"Predictive Modeling"
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Year of publication
Subject
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Forecasting model 82 Prognoseverfahren 82 Predictive modeling 73 predictive modeling 44 Artificial intelligence 37 Künstliche Intelligenz 36 Theorie 23 Theory 23 Data Mining 20 Data mining 19 Machine learning 17 machine learning 13 Big data 12 Predictive Modeling 12 Big Data 10 Forecast 9 Prognose 9 Gesundheitsversorgung 8 Health care 8 Neural networks 8 Neuronale Netze 8 Regression analysis 8 Regressionsanalyse 8 Consumer behaviour 7 Konsumentenverhalten 7 Decision 6 Entscheidung 6 Estimation theory 6 Healthcare 6 Management information system 6 Management-Informationssystem 6 Risikomanagement 6 Risk management 6 Schätztheorie 6 Bayes-Statistik 5 Bayesian inference 5 Beziehungsmarketing 5 Capital income 5 Classification 5 Credit risk 5
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Online availability
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Undetermined 72 Free 59 CC license 24
Type of publication
All
Article 121 Book / Working Paper 14 Other 2
Type of publication (narrower categories)
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Article in journal 92 Aufsatz in Zeitschrift 92 Article 10 Arbeitspapier 6 Graue Literatur 6 Non-commercial literature 6 Working Paper 6 research-article 4 Aufsatz im Buch 2 Aufsatzsammlung 2 Book section 2 Hochschulschrift 2 Collection of articles of several authors 1 Collection of articles written by one author 1 Sammelwerk 1 Sammlung 1
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Language
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English 123 Undetermined 14
Author
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Briggs, William 4 Einav, Liran 4 Przanowski, Karol 4 Shir, Tzvi 4 Zeltzer, Dan 4 Balicer, Ran D. 3 Aouada, Djamila 2 Bahnsen, Alejandro 2 Bakalli, Gaetan 2 Ballings, Michel 2 Bayerstadler, Andreas 2 Benstetter, Franz 2 Bhuiyan, Tanveer Hossain 2 Bogaert, Matthias 2 Cortez, Paulo 2 Duval, Francis 2 Finkelstein, Amy 2 Flaks-Manov, Natalie 2 Glaser, Stephanie 2 Guerrier, Stéphane 2 Heumann, Christian 2 Hoxha, Visar 2 Kässi, Tuomo 2 Lawniczak, Anna T. 2 Lee, Simon CK 2 Liang, Hongyan 2 Liu, Zilong 2 Lotfi, Vahid 2 Maaß, Dennis 2 Maiti, Moinak 2 Matos, Luís Miguel 2 Medal, Hugh R. 2 Nguyen, Son 2 Olinsky, Alan 2 Ottersten, Björn 2 Pigeon, Mathieu 2 Pilastri, André 2 Provost, Foster 2 Ringle, Christian M. 2 Sarkkinen, Minna 2
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Institution
All
Faculteit Economie en Bedrijfskunde, Universiteit Gent 1 Mathematica Policy Research 1 Prepared by Mathematica Policy Research 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
All
European journal of operational research : EJOR 6 Risks : open access journal 5 Decision Analytics 4 Information systems research : ISR 4 Health care management science 3 Health care management science : a new journal serving the international health care management community 3 International journal of forecasting 3 Journal of business research : JBR 3 "e-Finanse" 2 Asian Journal of Economics and Banking (AJEB) 2 Asian journal of economics and banking : AJEB 2 Data science and management : DSM 2 Energy strategy reviews 2 International Journal of Financial Studies : open access journal 2 International review of financial analysis 2 Management Science 2 Omega : the international journal of management science 2 Risks 2 Working paper 2 ASTIN bulletin : the journal of the International Actuarial Association 1 Academia : revista Latinoamericana de administración 1 Advances in business and management forecasting 1 Astin bulletin : the journal of the International Actuarial Association 1 Benchmarking : an international journal 1 Business strategy and the environment 1 Computational & mathematical organization theory 1 Computational Statistics 1 Computational economics 1 Data Technologies and Applications 1 Die Unternehmung : Swiss journal of business research and practice ; Organ der Schweizerischen Gesellschaft für Betriebswirtschaft (SGB) 1 E-Finanse : finansowy kwartalnik internetowy 1 EURO Journal on decision processes 1 Ecological economics : the transdisciplinary journal of the International Society for Ecological Economics 1 Economic history working papers / LSE, Economic History Department 1 European research studies journal : ERSJ 1 Financial innovation : FIN 1 Future business journal 1 Generative AI for a Net-Zero Economy : Managing Climate Change and Business Innovation in the Digital Era 1 Health Care Management Science 1 Human resource development quarterly 1
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Source
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ECONIS (ZBW) 105 RePEc 14 EconStor 10 Other ZBW resources 6 BASE 2
Showing 11 - 20 of 137
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Predicting high-cost healthcare utilization using machine learning : a multi-service risk stratification analysis in EU-based private group health insurance
Seyam, Eslam Abdelhakim - In: Risks : open access journal 13 (2025) 7, pp. 1-19
Healthcare cost acceleration and resource allocation issues have worsened across European health systems, where a small group of patients drives excessive healthcare spending. The prediction of high-cost utilization patterns is important for the sustainable management of healthcare and focused...
Persistent link: https://www.econbiz.de/10015436721
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Predictive modeling for the Moroccan financial market : a nonlinear time series and deep learning approach
Oukhouya, Hassan; Lmakri, Aziz; El Yahyaoui, Mohamed; … - In: Future business journal 11 (2025) 1, pp. 1-19
This work presents a comparative study of predictive modeling methods in the context of financial markets, focusing on … autoregressive integrated moving average (ARIMA), bilinear models and long short-term memory (LSTM) networks. Predictive modeling is …
Persistent link: https://www.econbiz.de/10015613471
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A data-driven approach to anomaly prediction in automotive display manufacturing
Rocha, Hugo; Moreno, Marta; Matos, Luís Miguel; … - 2025
This study investigates the Wet Optical Bonding (WOB) process in automotive display manufacturing within an Industry 4.0 framework. The objective is to enable early detection of display defects, such as air bubbles and particle contamination, by leveraging tabular WOB input features available...
Persistent link: https://www.econbiz.de/10015586632
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A simulation-based digital twin model for data-driven decision optimization
Keshvarinia, Moones; MacKenzie, Cameron A.; Zhao, Zhuoyi - 2025
Digital twins (DTs) are digital representations of physical systems that run in real-time using enterprise data. This work introduces a simulation-based DT framework that supports dynamic manufacturing decision making during a supply chain disruption by combining real-time data with predictive...
Persistent link: https://www.econbiz.de/10015586652
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An analytics framework for predicting electric vehicle charging station demand using spatial and interpretive methods
Mauritsius, Tuga; Atmaja, Wahyu Haris Kusuma; Isa, Mohammad - 2025
The rapid adoption of electric vehicles (EVs) in Indonesia, supported by ambitious national targets, has outpaced the expansion of public charging infrastructure, particularly in Greater Jakarta. Ensuring the strategic siting of fast and ultra-fast electric vehicle charging stations (EVCS) is...
Persistent link: https://www.econbiz.de/10015586693
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Forecasting the prevalence of child acute malnutrition using environmental and conflict conditions as leading indicators
Backer, David A.; Billing, Trey - In: World development : the multi-disciplinary … 176 (2024), pp. 1-20
Persistent link: https://www.econbiz.de/10015072706
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Survival strategies for family-run homestays : analyzing user reviews through text mining
Krishnan, Jay; Bhattacharjee, Biplab; Pratap, Maheshwar; … - In: Data science and management : DSM 7 (2024) 3, pp. 228-237
Online booking of homestays through e-travel portals is based on the virtual brand and perception, which are largely affected by user-generated electronic word-of-mouth (eWOM). With the objective of mining actionable insights from eWOM, this study conducted opinion mining for homestays located...
Persistent link: https://www.econbiz.de/10015078188
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Using predictive methods to assess observation and measure importance
Briggs, William - In: Asian journal of economics and banking : AJEB 8 (2024) 3, pp. 354-365
Purpose - This study aims to find suitable replacements for hypothesis testing and variable-importance measures. Design/methodology/approach - This study explores under-used predictive methods. Findings - The study's hypothesis testing can and should be replaced by predictive methods. It is the...
Persistent link: https://www.econbiz.de/10015163495
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Risk adjustment for regional healthcare funding allocations with ensemble methods : an empirical study and interpretation
Holster, Tuukka; Ji, Shaoxiong; Marttinen, Pekka - In: The European journal of health economics 25 (2024) 7, pp. 1117-1131
Persistent link: https://www.econbiz.de/10015141754
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Cover Image
Using predictive methods to assess observation and measure importance
Briggs, William - In: Asian Journal of Economics and Banking (AJEB) 8 (2024) 3, pp. 354-365
Purpose - This study aims to find suitable replacements for hypothesis testing and variable-importance measures. Design/methodology/approach - This study explores under-used predictive methods. Findings - The study's hypothesis testing can and should be replaced by predictive methods. It is the...
Persistent link: https://www.econbiz.de/10015557659
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