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  • Search: subject:"Predictive process"
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Year of publication
Subject
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Predictive process 16 Business process management 5 Deep learning 4 Forecasting model 4 Machine learning 4 Predictive process monitoring 4 Prognoseverfahren 4 Prozessmanagement 4 Artificial intelligence 3 Künstliche Intelligenz 3 Neural nets 3 Turkey 3 Banks 2 Business process anagement 2 Economic stability 2 Financial control 2 Marketing strategy 2 Modelling 2 Neural network 2 Outcome prediction 2 Predictive process analytics 2 Process mining 2 Scheduling problem 2 Scheduling-Verfahren 2 Theorie 2 Theory 2 Algorithm 1 Algorithmus 1 Approximate Bayesian inference 1 Artificial neural networks 1 Bayesian inference 1 Benchmarking 1 Chaos theory 1 Classification 1 Computational statistics 1 Customer relations 1 Customer service management 1 Data Mining 1 Data handling 1 Data mining 1
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Online availability
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Undetermined 17 Free 6 CC license 1
Type of publication
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Article 23
Type of publication (narrower categories)
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research-article 6 Article in journal 4 Aufsatz in Zeitschrift 4 viewpoint 3 Article 2 case-report 2 review 1 review-article 1 technical-paper 1
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Language
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English 20 Undetermined 3
Author
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Banerjee, Sudipto 2 Brady, Mairead 2 Kratsch, Wolfgang 2 Matzner, Martin 2 Oberdorf, Felix 2 Ozkan, Mehmed 2 Röglinger, Maximilian 2 Schaschek, Myriam 2 Seyfried, Johannes 2 Weinzierl, Sven 2 Aksoy, Hakan 1 Anderson, Karen 1 Antai, Imoh 1 Aringhieri, Roberto 1 Becher, Alexander 1 Burggräf, Peter 1 Dale, B. G. 1 Davis, Peadar 1 Di Cunzolo, Matteo 1 Di Francescomarino, Chiara 1 Eidsvik, Jo 1 Evans, S. 1 Finley, Andrew 1 Finley, Andrew O. 1 Flath, Christoph 1 Flath, Christoph M. 1 Gelfand, Alan 1 Ghidini, Chiara 1 Guastalla, Alberto 1 Hair, Joe F. 1 Haran, Martin 1 Kitchen, Philip J. 1 Manderscheid, Jonas 1 Manderscheid, Jonas Hans 1 Marren, Patrick 1 McAdam, Rodney 1 McCluskey, William 1 McCord, Michael 1 McIlhatton, David 1 Murray, Peter J. 1
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Published in...
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Business & Information Systems Engineering 2 Business & information systems engineering 2 Journal of Business & Industrial Marketing 2 Journal of Modelling in Management 2 Benchmarking: An International Journal 1 Business Process Re-engineering & Management Journal 1 Computational Statistics & Data Analysis 1 Cross Cultural Management: An International Journal 1 European Business Review 1 Human Resource Management International Digest 1 International transactions in operational research : a journal of the International Federation of Operational Research Societies 1 Journal of Business Strategy 1 Journal of Financial Management of Property and Construction 1 Journal of Geographical Systems 1 Journal of Risk Finance 1 Management Research Review 1 Marketing Intelligence & Planning 1 Supply chain analytics 1 The Journal of Risk Finance 1
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Source
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Other ZBW resources 14 ECONIS (ZBW) 4 RePEc 3 EconStor 2
Showing 1 - 10 of 23
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Predictive end-to-end enterprise process network monitoring
Oberdorf, Felix; Schaschek, Myriam; Weinzierl, Sven; … - In: Business & information systems engineering 65 (2023) 1, pp. 49-64
Persistent link: https://www.econbiz.de/10014228189
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Robust solutions via optimisation and predictive process monitoring for the scheduling of the interventional radiology procedures
Di Cunzolo, Matteo; Ronzani, Massimiliano; Aringhieri, … - In: International transactions in operational research : a … 32 (2025) 4, pp. 2189-2214
Persistent link: https://www.econbiz.de/10015338346
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Predictive End-to-End Enterprise Process Network Monitoring
Oberdorf, Felix; Schaschek, Myriam; Weinzierl, Sven; … - In: Business & Information Systems Engineering 65 (2022) 1, pp. 49-64
business process analytics. Organizations strive to leverage predictive process analytics to obtain insights. However, current …
Persistent link: https://www.econbiz.de/10015209958
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Evaluating early predictive performance of machine learning approaches for engineering change schedule : a case study using predictive process monitoring techniques
Radišić-Aberger, Ognjen; Burggräf, Peter; Steinberg, … - In: Supply chain analytics 8 (2024), pp. 1-35
By applying machine learning algorithms, predictive business process monitoring (PBPM) techniques provide an opportunity to counteract undesired outcomes of processes. An especially complex variation of business processes is the engineering change (EC) process. Here, failing to adhere to planned...
Persistent link: https://www.econbiz.de/10015325099
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Machine learning in business process monitoring : a comparison of deep learning and classical approaches used for outcome prediction
Kratsch, Wolfgang; Manderscheid, Jonas Hans; … - In: Business & information systems engineering 63 (2021) 3, pp. 261-276
Persistent link: https://www.econbiz.de/10012542845
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Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction
Kratsch, Wolfgang; Manderscheid, Jonas; Röglinger, … - In: Business & Information Systems Engineering 63 (2020) 3, pp. 261-276
Predictive process monitoring aims at forecasting the behavior, performance, and outcomes of business processes at … when it comes to outcome-oriented predictive process monitoring. This circumstance reflects a lack of understanding about …
Persistent link: https://www.econbiz.de/10014503822
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Bayesian dynamic modeling for large space-time datasets using Gaussian predictive processes
Finley, Andrew; Banerjee, Sudipto; Gelfand, Alan - In: Journal of Geographical Systems 14 (2012) 1, pp. 29-47
Persistent link: https://www.econbiz.de/10010867930
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Approximate Bayesian inference for large spatial datasets using predictive process models
Eidsvik, Jo; Finley, Andrew O.; Banerjee, Sudipto; Rue, … - In: Computational Statistics & Data Analysis 56 (2012) 6, pp. 1362-1380
two recent developments. First, the predictive process model is used as a reduced-rank spatial process, to diminish the … dimensionality of the model. Then a computational framework is developed for estimating predictive process models using the …
Persistent link: https://www.econbiz.de/10011056416
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The potential of artificial neural networks in mass appraisal: the case revisited
McCluskey, William; Davis, Peadar; Haran, Martin; … - In: Journal of Financial Management of Property and Construction 17 (2012) 3, pp. 274-292
Purpose – The aim of this paper is to investigate the comparative performance of an artificial neural network (ANN) and several multiple regression techniques in terms of their predictive accuracy and capability of being used within the mass appraisal industry. Design/methodology/approach –...
Persistent link: https://www.econbiz.de/10014868927
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Prediction kills
Marren, Patrick - In: Journal of Business Strategy 31 (2010) 1, pp. 59-61
Purpose – To emphasize the importance of assessing impacts, rather than focusing on probabilities, in strategy. Design/methodology/approach – The paper presented is a viewpoint/opinion/column. Findings – This column attempts to demonstrate that attempts to predict certain types of outcomes...
Persistent link: https://www.econbiz.de/10014845249
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