Discovering more precise process models from event logs by filtering out chaotic activities
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Wil M. P. van der Aalst | Natalia Sidorova | Niek Tax | Wil M.P. van der Aalst | N. Sidorova | Niek Tax
[1] A. H. M. T. Hofstedea,et al. Event log imperfection patterns for process mining : Towards a systematic approach to cleaning event logs , 2016 .
[2] Sander J. J. Leemans,et al. Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour , 2013, Business Process Management Workshops.
[3] Sander J. J. Leemans,et al. Discovering Block-Structured Process Models from Event Logs - A Constructive Approach , 2013, Petri Nets.
[4] Joachim Herbst,et al. A Machine Learning Approach to Workflow Management , 2000, ECML.
[5] Josep Carmona,et al. Region-Based Foldings in Process Discovery , 2013, IEEE Transactions on Knowledge and Data Engineering.
[6] Luigi Pontieri,et al. Outlier Detection Techniques for Process Mining Applications , 2008, ISMIS.
[7] Massimo Mecella,et al. Process-Based Habit Mining: Experiments and Techniques , 2016, 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld).
[8] Arthur H. M. ter Hofstede,et al. Filtering Out Infrequent Behavior from Business Process Event Logs , 2017, IEEE Transactions on Knowledge and Data Engineering.
[9] Boudewijn F. van Dongen,et al. Process Discovery using Integer Linear Programming , 2009, Fundam. Informaticae.
[10] Tullio Vernazza,et al. Analysis of human behavior recognition algorithms based on acceleration data , 2013, 2013 IEEE International Conference on Robotics and Automation.
[11] Kent Larson,et al. Activity Recognition in the Home Using Simple and Ubiquitous Sensors , 2004, Pervasive.
[12] Johanna Völker,et al. Discovery of Personal Processes from Labeled Sensor Data - An Application of Process Mining to Personalized Health Care , 2015, ATAED@Petri Nets/ACSD.
[13] Wil M. P. van der Aalst,et al. RapidProM: Mine Your Processes and Not Just Your Data , 2017, ArXiv.
[14] Wil M. P. van der Aalst,et al. Mining Process Model Descriptions of Daily Life through Event Abstraction , 2016, ArXiv.
[15] Markus Hofmann,et al. RapidMiner: Data Mining Use Cases and Business Analytics Applications , 2013 .
[16] Wil M. P. van der Aalst,et al. Workflow mining: discovering process models from event logs , 2004, IEEE Transactions on Knowledge and Data Engineering.
[17] C. Humby,et al. Process Mining: Data science in Action , 2014 .
[18] Tao Qin,et al. LETOR: A benchmark collection for research on learning to rank for information retrieval , 2010, Information Retrieval.
[19] Wil M. P. van der Aalst,et al. A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs , 2005, Data Mining and Knowledge Discovery.
[20] Remco M. Dijkman,et al. Petri Net Transformations for Business Processes - A Survey , 2009, Trans. Petri Nets Other Model. Concurr..
[21] CHENGXIANG ZHAI,et al. A study of smoothing methods for language models applied to information retrieval , 2004, TOIS.
[22] Tadao Murata,et al. Petri nets: Properties, analysis and applications , 1989, Proc. IEEE.
[23] Moe Thandar Wynn,et al. Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs , 2017, Inf. Syst..
[24] Wil M. P. van der Aalst,et al. Fuzzy Mining - Adaptive Process Simplification Based on Multi-perspective Metrics , 2007, BPM.
[25] Araceli Sanchis,et al. Activity Recognition Using Hybrid Generative/Discriminative Models on Home Environments Using Binary Sensors , 2013, Sensors.
[26] Bart Baesens,et al. Determining Process Model Precision and Generalization with Weighted Artificial Negative Events , 2014, IEEE Transactions on Knowledge and Data Engineering.
[27] Wil M. P. van der Aalst,et al. Event Abstraction for Process Mining using Supervised Learning Techniques , 2016, IntelliSys.
[28] Dirk Fahland,et al. Detecting Deviating Behaviors Without Models , 2015, Business Process Management Workshops.
[29] THOMAS MCCURDY,et al. The National Exposure Research Laboratory's Consolidated Human Activity Database* , 2000, Journal of Exposure Analysis and Environmental Epidemiology.
[30] Stijn van Dongen,et al. Graph Clustering Via a Discrete Uncoupling Process , 2008, SIAM J. Matrix Anal. Appl..
[31] Djoerd Hiemstra,et al. A cross-benchmark comparison of 87 learning to rank methods , 2015, Inf. Process. Manag..
[32] Bart Baesens,et al. A robust F-measure for evaluating discovered process models , 2011, 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).
[33] Wil M. P. van der Aalst,et al. Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities , 2017, Business Process Management Workshops.
[34] Akhil Kumar,et al. Process mining on noisy logs - Can log sanitization help to improve performance? , 2015, Decis. Support Syst..
[35] Dirk Fahland,et al. Conformance checking in healthcare based on partially ordered event data , 2014, Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA).
[36] Boudewijn F. van Dongen,et al. Avoiding Over-Fitting in ILP-Based Process Discovery , 2015, BPM.
[37] Wil M. P. van der Aalst,et al. Mining local process models , 2016, J. Innov. Digit. Ecosyst..
[38] Dirk Fahland,et al. Conformance Checking Based on Partially Ordered Event Data , 2014, Business Process Management Workshops.
[39] Sander J. J. Leemans,et al. Process and Deviation Exploration with Inductive Visual Miner , 2014, BPM.
[40] Bart Baesens,et al. Robust Process Discovery with Artificial Negative Events , 2009, J. Mach. Learn. Res..
[41] Jadzia Cendrowska,et al. PRISM: An Algorithm for Inducing Modular Rules , 1987, Int. J. Man Mach. Stud..
[42] Seppe K. L. M. vanden Broucke,et al. Fodina: A robust and flexible heuristic process discovery technique , 2017, Decis. Support Syst..
[43] Felix Mannhardt,et al. Sepsis Cases - Event Log , 2016 .
[44] Jan Mendling,et al. Applying Process Mining to Smart Spaces: Perspectives and Research Challenges , 2015, CAiSE Workshops.
[45] Boudewijn F. van Dongen,et al. The ProM Framework: A New Era in Process Mining Tool Support , 2005, ICATPN.
[46] Diane J. Cook,et al. CASAS: A Smart Home in a Box , 2013, Computer.
[47] Boudewijn F. van Dongen,et al. Conformance Checking Using Cost-Based Fitness Analysis , 2011, 2011 IEEE 15th International Enterprise Distributed Object Computing Conference.
[48] Boudewijn F. van Dongen,et al. A genetic algorithm for discovering process trees , 2012, 2012 IEEE Congress on Evolutionary Computation.
[49] A. J. M. M. Weijters,et al. Flexible Heuristics Miner (FHM) , 2011, 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM).
[50] Gwenn Englebienne,et al. Accurate activity recognition in a home setting , 2008, UbiComp.