Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Introduction to algorithms
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
C4.5: programs for machine learning
C4.5: programs for machine learning
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Process innovation: reengineering work through information technology
Process innovation: reengineering work through information technology
Managing heterogeneous multi-system tasks to support enterprise-wide operations
Distributed and Parallel Databases - Special issue on software support for work flow management
Handling uncertainties in workflow applications
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
Self-organizing maps
Mining generalized association rules
Future Generation Computer Systems - Special double issue on data mining
Adept_flex—Supporting Dynamic Changes of Workflows Without Losing Control
Journal of Intelligent Information Systems - Special issue on workflow management systems
A meta modelng approach to workflow management systems supporting exception handling
Information Systems - Special issue on meta-modelling and methodology engineering
Specification and implementation of exceptions in workflow management systems
ACM Transactions on Database Systems (TODS)
Web interface-driven cooperative exception handling in adome workflow management system
Information Systems - Special issue on the 1st web information systems engineering conference (WISE '00)
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering
Discovering Frequent Event Patterns with Multiple Granularities in Time Sequences
IEEE Transactions on Knowledge and Data Engineering
Mining Associations with the Collective Strength Approach
IEEE Transactions on Knowledge and Data Engineering
IEEE Intelligent Systems
Scalable Feature Mining for Sequential Data
IEEE Intelligent Systems
On the discovery of process models from their instances
Decision Support Systems
Machine Learning
Mining Sequential Patterns: Generalizations and Performance Improvements
EDBT '96 Proceedings of the 5th International Conference on Extending Database Technology: Advances in Database Technology
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Efficient and Effective Clustering Methods for Spatial Data Mining
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Automating the Discovery of As-Is Business Process Models: Probabilistic and Algorithmic Approaches
Information Systems Research
Mining fuzzy temporal patterns from process instances with weighted temporal graphs
International Journal of Data Analysis Techniques and Strategies
Classification and evaluation of timed running schemas for workflow based on process mining
Journal of Systems and Software
Temporal mining for interactive workflow data analysis
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining frequent arrangements of temporal intervals
Knowledge and Information Systems
Mining group-based knowledge flows for sharing task knowledge
Decision Support Systems
ARTEMIS: assessing the similarity of event-interval sequences
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Distance measure for querying sequences of temporal intervals
Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
A workflow mining method through model rewriting
CRIWG'05 Proceedings of the 11th international conference on Groupware: design, Implementation, and Use
On mining clinical pathway patterns from medical behaviors
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Cross-organizational collaborative workflow mining from a multi-source log
Decision Support Systems
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Existing work in process mining focuses on the discovery of the underlying process model from their instances. In this paper, we do not assume the existence of a single process model to which all process instances comply, and the goal is to discover a set of frequently occurring temporal patterns. Discovery of temporal patterns can be applied to various application domains to support crucial business decision-making. In this study, we formally defined the temporal pattern discovery problem, and developed and evaluated three different temporal pattern discovery algorithms, namely TP-Graph, TP-Itemset and TP-Sequence. Their relative performances are reported.