Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Deriving Petri Nets from Finite Transition Systems
IEEE Transactions on Computers
Introduction to the Special Issue on Adaptive WorkflowSystems
Computer Supported Cooperative Work
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Discovering Workflow Performance Models from Timed Logs
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Data Mining von Workflow-Protokollen zur teilautomatisierten Konstruktion von Prozeßmodellen
Datenbanksysteme in Büro, Technik und Wissenschaft (BTW), 9. GI-Fachtagung,
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Interactive workflow mining: requirements, concepts and implementation
Data & Knowledge Engineering - Special issue: Business process management
Design of information system architectures using a key-problem framework
Computers in Industry
Proceedings of the 44th annual Southeast regional conference
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Performance metrics and ontologies for Grid workflows
Future Generation Computer Systems
Mining taxonomies of process models
Data & Knowledge Engineering
Process Mining towards Semantics
Advances in Web Semantics I
Analysis of a collaborative workflow process with distributed actors
Information Systems Frontiers
Discovering expressive process models from noised log data
IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium
Design of information system architectures using a key-problem framework
Computers in Industry
Learning the Control-Flow of a Business Process Using ICN-Based Process Models
ICSOC-ServiceWave '09 Proceedings of the 7th International Joint Conference on Service-Oriented Computing
σ-algorithm: structured workflow process mining through amalgamating temporal workcases
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Mining invisible tasks from event logs
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
On the performance of workflow processes with distributed actors: does place matter?
BPM'07 Proceedings of the 5th international conference on Business process management
Uma experiência em mineração de processos de manutenção de software
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Fraud detection in process aware systems
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Mining process models with prime invisible tasks
Data & Knowledge Engineering
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
COGNITO: a cognitive assistance and training system for manual tasks in industry
Proceedings of the 29th Annual European Conference on Cognitive Ergonomics
Discovering the most frequent patterns of executions in business processes described in BPEL
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Detecting implicit dependencies between tasks from event logs
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Towards mining structural workflow patterns
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
A workflow mining method through model rewriting
CRIWG'05 Proceedings of the 11th international conference on Groupware: design, Implementation, and Use
A bottom-up workflow mining approach for workflow applications analysis
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
On web services workflow mining
BPM'05 Proceedings of the Third international conference on Business Process Management
Expert Systems with Applications: An International Journal
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State of the art information systems are based on explicit process models called workflow models. Experience from industrial practice shows that the definition of workflow models is a very time consuming and error prone task. Recently, there has been an increasing interest in applying techniques from data mining and machine learning to support this task. This approach has also been termed as process or workflow mining. In this paper, we give an overview of the algorithms that were implemented within the InWoLvE workflow mining system, we summarize the most important results of their experimental evalualion and we present the experiences that were made in the first industrial application of InWoLvE.