Partitioning sparse matrices with eigenvectors of graphs
SIAM Journal on Matrix Analysis and Applications
The synthesis problem for elementary net systems is NP-complete
Theoretical Computer Science
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
ACM Computing Surveys (CSUR)
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Automating the Discovery of As-Is Business Process Models: Probabilistic and Algorithmic Approaches
Information Systems Research
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Rediscovering workflow models from event-based data using little thumb
Integrated Computer-Aided Engineering
The prom framework: a new era in process mining tool support
ICATPN'05 Proceedings of the 26th international conference on Applications and Theory of Petri Nets
Genetic process mining: a basic approach and its challenges
BPM'05 Proceedings of the Third international conference on Business Process Management
A Framework for Proactive Self-adaptation of Service-Based Applications Based on Online Testing
ServiceWave '08 Proceedings of the 1st European Conference on Towards a Service-Based Internet
Process-Aware Information Systems: Lessons to Be Learned from Process Mining
Transactions on Petri Nets and Other Models of Concurrency II
Process Mining: Overview and Outlook of Petri Net Discovery Algorithms
Transactions on Petri Nets and Other Models of Concurrency II
TomTom for Business Process Management (TomTom4BPM)
CAiSE '09 Proceedings of the 21st International Conference on Advanced Information Systems Engineering
Discovering Process Models from Unlabelled Event Logs
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Discovering Process Models from Unlabelled Event Logs
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Abstractions in Process Mining: A Taxonomy of Patterns
BPM '09 Proceedings of the 7th International Conference on Business Process Management
In situ evaluation of recommender systems: Framework and instrumentation
International Journal of Human-Computer Studies
Process discovery: capturing the invisible
IEEE Computational Intelligence Magazine
Time prediction based on process mining
Information Systems
Meronymy-based aggregation of activities in business process models
ER'10 Proceedings of the 29th international conference on Conceptual modeling
Process discovery in event logs: An application in the telecom industry
Applied Soft Computing
APROMORE: An advanced process model repository
Expert Systems with Applications: An International Journal
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
Service research challenges and solutions for the future internet
A business process mining application for internal transaction fraud mitigation
Expert Systems with Applications: An International Journal
Experimental specification mining for enterprise applications
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
A semantic approach for business process model abstraction
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
On the automatic labeling of process models
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
A principled approach to the analysis of process mining algorithms
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Causal nets: a modeling language tailored towards process discovery
CONCUR'11 Proceedings of the 22nd international conference on Concurrency theory
Simplifying mined process models: an approach based on unfoldings
BPM'11 Proceedings of the 9th international conference on Business process management
Business process model abstraction: a definition, catalog, and survey
Distributed and Parallel Databases
State propagation in abstracted business processes
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
Computers in Human Behavior
Process Mining: Overview and Opportunities
ACM Transactions on Management Information Systems (TMIS)
A Study of Quality and Accuracy Trade-offs in Process Mining
INFORMS Journal on Computing
From fine-grained to abstract process models: A semantic approach
Information Systems
Aggregating individual models of decision-making processes
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
Efficient discovery of understandable declarative process models from event logs
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
Data support in process model abstraction
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Online techniques for dealing with concept drift in process mining
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Simplifying discovered process models in a controlled manner
Information Systems
A comparative study of dimensionality reduction techniques to enhance trace clustering performances
Expert Systems with Applications: An International Journal
On the exploitation of process mining for security audits: the process discovery case
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Understanding process behaviours in a large insurance company in Australia: a case study
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Discovering block-structured process models from event logs - a constructive approach
PETRI NETS'13 Proceedings of the 34th international conference on Application and Theory of Petri Nets and Concurrency
ERP event log preprocessing: timestamps vs. accounting logic
DESRIST'13 Proceedings of the 8th international conference on Design Science at the Intersection of Physical and Virtual Design
Enriching process models for business process compliance checking in ERP environments
DESRIST'13 Proceedings of the 8th international conference on Design Science at the Intersection of Physical and Virtual Design
Application of tree-structured data mining for analysis of process logs in XML format
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Bridging abstraction layers in process mining by automated matching of events and activities
BPM'13 Proceedings of the 11th international conference on Business Process Management
Acquiring logistics process intelligence: Methodology and an application for a Chinese bulk port
Expert Systems with Applications: An International Journal
Decomposing Petri nets for process mining: A generic approach
Distributed and Parallel Databases
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Process Mining is a technique for extracting process models from executionlogs. This is particularly useful in situations where people have an idealizedview of reality. Real-life processes turn out to be less structured than peopletend to believe. Unfortunately, traditional process mining approaches haveproblems dealing with unstructured processes. The discovered models are often"spaghetti-like", showing all details without distinguishing what is important andwhat is not. This paper proposes a new process mining approach to overcome thisproblem. The approach is configurable and allows for different faithfully simplifiedviews of a particular process. To do this, the concept of a roadmap is used asa metaphor. Just like different roadmaps provide suitable abstractions of reality,process models should provide meaningful abstractions of operational processesencountered in domains ranging from healthcare and logistics to web servicesand public administration.