Scientific workflows for process mining: building blocks, scenarios, and implementation
暂无分享,去创建一个
Wil M. P. van der Aalst | Massimiliano de Leoni | Wil M.P. van der Aalst | Alfredo Bolt | M. Leoni | Alfredo Bolt
[1] B. F. van Dongen. BPI Challenge 2014 , 2014 .
[2] Wil M. P. van der Aalst,et al. Workflow Patterns , 2003, Distributed and Parallel Databases.
[3] Daniel A. Keim,et al. Visual Analytics: Definition, Process, and Challenges , 2008, Information Visualization.
[4] Wil M. P. van der Aalst,et al. Applications and Theory of Petri Nets , 1983, Informatik-Fachberichte.
[5] Dirk Fahland,et al. Model repair - aligning process models to reality , 2015, Inf. Syst..
[6] Boudewijn F. van Dongen,et al. On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery , 2012, OTM Conferences.
[7] Boudewijn F. van Dongen,et al. Replaying history on process models for conformance checking and performance analysis , 2012, WIREs Data Mining Knowl. Discov..
[8] Thorsten Meinl,et al. KNIME: The Konstanz Information Miner , 2007, GfKl.
[9] Wil M. P. van der Aalst,et al. Mining Social Networks: Uncovering Interaction Patterns in Business Processes , 2004, Business Process Management.
[10] Heikki Mannila,et al. Principles of Data Mining , 2001, Undergraduate Topics in Computer Science.
[11] Markus Hofmann,et al. RapidMiner: Data Mining Use Cases and Business Analytics Applications , 2013 .
[12] Simon Parsons,et al. Principles of Data Mining by David J. Hand, Heikki Mannila and Padhraic Smyth, MIT Press, 546 pp., £34.50, ISBN 0-262-08290-X , 2004, The Knowledge Engineering Review.
[13] Tiziana Margaria,et al. Leveraging Applications of Formal Methods, Verification, and Validation , 2012, Communications in Computer and Information Science.
[14] Song,et al. Supporting proces mining by showing events at a glance , 2007 .
[15] Mathias Weske,et al. Business Process Management: Concepts, Languages, Architectures , 2007 .
[16] Boudewijn F. van Dongen,et al. The ProM Framework: A New Era in Process Mining Tool Support , 2005, ICATPN.
[17] Wil M. P. van der Aalst,et al. A Decade of Business Process Management Conferences: Personal Reflections on a Developing Discipline , 2012, BPM.
[18] Wil M. P. van der Aalst,et al. Process Mining - Discovery, Conformance and Enhancement of Business Processes , 2011 .
[19] Wil M. P. van der Aalst,et al. Diagnosing Workflow Processes using Woflan , 2001, Comput. J..
[20] Carole A. Goble,et al. Taverna: a tool for building and running workflows of services , 2006, Nucleic Acids Res..
[21] Sander J. J. Leemans,et al. Discovering Block-Structured Process Models from Event Logs - A Constructive Approach , 2013, Petri Nets.
[22] Ivan Lanese,et al. Leveraging Applications of Formal Methods, Verification and Validation. Specialized Techniques and Applications , 2014, Lecture Notes in Computer Science.
[23] Wil M. P. van der Aalst,et al. Decomposing Process Mining Problems Using Passages , 2012, Petri Nets.
[24] Edward A. Lee,et al. Scientific workflow management and the Kepler system , 2006, Concurr. Comput. Pract. Exp..
[25] August-Wilhelm Scheer,et al. ARIS Architecture and Reference Models for Business Process Management , 2000, Business Process Management.
[26] A. Nekrutenko,et al. Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences , 2010, Genome Biology.
[27] Bertram Ludäscher,et al. The International Journal of Digital Curation , 2022 .
[28] Wil M. P. van der Aalst,et al. Supporting Process Mining Workflows with RapidProM , 2014, BPM.
[29] Remco M. Dijkman,et al. APROMORE: An advanced process model repository , 2011, Expert Syst. Appl..
[30] Zheng Liu,et al. A Method to Build and Analyze Scientific Workflows from Provenance through Process Mining , 2011, TaPP.
[31] Thomas G. Dietterich. What is machine learning? , 2020, Archives of Disease in Childhood.
[32] Dimka Karastoyanova,et al. Bridging the Gap between Business and Scientific Workflows: Humans in the Loop of Scientific Workflows , 2010, 2010 IEEE Sixth International Conference on e-Science.
[33] Nada Lavrac,et al. ClowdFlows: A Cloud Based Scientific Workflow Platform , 2012, ECML/PKDD.
[34] Boudewijn F. van Dongen,et al. Process Discovery using Integer Linear Programming , 2009, Fundam. Informaticae.
[35] Wil M. P. van der Aalst,et al. Decomposing Petri nets for process mining: A generic approach , 2013, Distributed and Parallel Databases.
[36] Bertram Ludäscher,et al. Scientific workflow management and the Kepler system: Research Articles , 2006 .
[37] Carole A. Goble,et al. myExperiment: a repository and social network for the sharing of bioinformatics workflows , 2010, Nucleic Acids Res..
[38] Wil M. P. van der Aalst,et al. Workflow Patterns , 2004, Distributed and Parallel Databases.
[39] Wil M.P. van der Aalst,et al. Genetic Process Mining , 2005, ICATPN.
[40] Claudia Diamantini,et al. Mining usage patterns from a repository of scientific workflows , 2012, SAC '12.
[41] Dennis Gannon,et al. Workflows for e-Science, Scientific Workflows for Grids , 2014 .
[42] Moe Thandar Wynn,et al. Soundness of workflow nets: classification, decidability, and analysis , 2011, Formal Aspects of Computing.
[43] Wil M. P. van der Aalst,et al. Rediscovering workflow models from event-based data using little thumb , 2003, Integr. Comput. Aided Eng..
[44] Carole A. Goble,et al. Common motifs in scientific workflows: An empirical analysis , 2012, 2012 IEEE 8th International Conference on E-Science.
[45] Ross Ihaka,et al. Gentleman R: R: A language for data analysis and graphics , 1996 .
[46] Boudewijn F. van Dongen,et al. Alignment Based Precision Checking , 2012, Business Process Management Workshops.
[47] Tiziana Margaria,et al. Model-Driven Development with the jABC , 2006, Haifa Verification Conference.
[48] Wil M. P. van der Aalst,et al. Configurable Process Models as a Basis for Reference Modeling , 2005, Business Process Management Workshops.
[49] Wil M. P. van der Aalst,et al. Workflow mining: discovering process models from event logs , 2004, IEEE Transactions on Knowledge and Data Engineering.
[50] Boudewijn F. van Dongen,et al. Measuring precision of modeled behavior , 2015, Inf. Syst. E Bus. Manag..
[51] Kenneth J. Turner,et al. Workflows for quantitative data analysis in the social sciences , 2015, International Journal on Software Tools for Technology Transfer.
[52] Wil M. P. van der Aalst,et al. A General Framework for Correlating Business Process Characteristics , 2014, BPM.
[53] Wil M. P. van der Aalst,et al. Time prediction based on process mining , 2011, Inf. Syst..
[54] Anna-Lena Lamprecht,et al. jABCstats: An Extensible Process Library for the Empirical Analysis of jABC Workflows , 2014, ISoLA.
[55] Wil M. P. van der Aalst. Process mining , 2012, CACM.
[56] Wil M. P. van der Aalst,et al. Fuzzy Mining - Adaptive Process Simplification Based on Multi-perspective Metrics , 2007, BPM.
[57] Marco Roos,et al. Analysing Scientific Workflows: Why Workflows Not Only Connect Web Services , 2009, 2009 Congress on Services - I.
[58] Frank Leymann,et al. Production Workflow: Concepts and Techniques , 1999 .
[59] M AalstWil,et al. Scientific workflows for process mining , 2016 .
[60] Dennis Gannon,et al. Scientific versus Business Workflows , 2007, Workflows for e-Science, Scientific Workflows for Grids.
[61] Sander J. J. Leemans,et al. Exploring Processes and Deviations , 2014, Business Process Management Workshops.