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Business process documentation in creative work systems : a design science study in television product
Karow, Milan - 2011
Persistent link: https://www.econbiz.de/10009508323
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Use of prediction bias in active learning and its application to large variable annuity
Gweon, Hyukjun; Li, Shu; Xu, Yangxuan - In: Risks : open access journal 12 (2024) 6, pp. 1-14
mining frameworks, including metamodeling and active learning, have been proposed in recent years. Active learning, a …. Successful application of active learning requires an effective metric in order to gauge the informativeness of data. Current … portfolio valuation and investigate the impact of prediction bias in both the modeling and sampling stages of active learning …
Persistent link: https://www.econbiz.de/10014636846
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Building predictive models for feature selection in genomic mining
Figini, Silvia (contributor); Giudici, Paolo (contributor) - 2006
Building predictive models for genomic mining requires feature selection, as an essential preliminary step to reduce the large number of variable available. Feature selection is a process to select a subset of features which is the most essential for the intended tasks such as classification,...
Persistent link: https://www.econbiz.de/10003322013
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Process mining as first-order classification learning on logs with negative events
Goedertier, Stijn; Martens, David; Baesens, Bart; … - In: Business process management workshops : BPM 2007 …, (pp. 42-53). 2008
Persistent link: https://www.econbiz.de/10003727447
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Data mining adjustment control charts for cascade processes
Kim, Seoung Bum; Jitpitaklert, Weerawat; Chen, Victoria … - In: European journal of industrial engineering : EJIE 7 (2013) 4, pp. 442-455
Persistent link: https://www.econbiz.de/10010200304
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Towards improving the representational bias of process mining
Aalst, Wil van der; Buijs, Joos; Dongen, Boudewijn van - In: Data-driven process discovery and analysis : first …, (pp. 39-54). 2012
Persistent link: https://www.econbiz.de/10009788233
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Mining the low-level behaviour of agents in high-level business processes
Ferreira, Diogo R.; Szimanski, Fernando; Ralha, Célia … - In: International journal of business process integration … 6 (2012/13) 2, pp. 146-166
Persistent link: https://www.econbiz.de/10009788545
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The Design of a Methodology for the Justification and Implementation of Process Mining
Gielstra, Erik - 2016
Process mining techniques allow organizations to extract knowledge from information systems that store process-related data. Process models can be (re)constructed based on process executions, the SOLL and IST position of process executions can be compared, processes can be bench-marked and...
Persistent link: https://www.econbiz.de/10012994939
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Process mining contributions to discrete-event simulation modelling
Jadrić, Mario; Ninčević Pašalić, Ivana; … - In: Business systems research : a system view accross … 11 (2020) 2, pp. 51-72
Background: Over the last 20 years, process mining has become a vibrant research area due to the advances in data management technologies and techniques and the advent of new process mining tools. Recently, the links between process mining and simulation modelling have become an area of...
Persistent link: https://www.econbiz.de/10012405639