Towards a general theory of action and time
Artificial Intelligence
Temporal reasoning based on semi-intervals
Artificial Intelligence
DYNAMITE: dynamic task nets for software process management
Proceedings of the 18th international conference on Software engineering
Adept_flex—Supporting Dynamic Changes of Workflows Without Losing Control
Journal of Intelligent Information Systems - Special issue on workflow management systems
Data & Knowledge Engineering - Special issue on ER '96
Exception Handling in Workflow Systems
Applied Intelligence
Computation of Normalized Edit Distance and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Center CLICK: A Clustering Algorithm with Applications to Gene Expression Analysis
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology
Similarity Measures for Structured Representations
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Similarity Measures for Object-Oriented Case Representations
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Integration Rules and Cases for the Classification Task
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrieval
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Weakly-structured Workflows for Knowledge-intensive Tasks: An Experimental Evaluation
WETICE '03 Proceedings of the Twelfth International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Correctness criteria for dynamic changes in workflow systems: a survey
Data & Knowledge Engineering - Special issue: Advances in business process management
A case-based reasoning framework for workflow model management
Data & Knowledge Engineering - Special issue: Advances in business process management
Tree-Based Methods for Classifying Software Failures
ISSRE '04 Proceedings of the 15th International Symposium on Software Reliability Engineering
Cover trees for nearest neighbor
ICML '06 Proceedings of the 23rd international conference on Machine learning
Discovering Expressive Process Models by Clustering Log Traces
IEEE Transactions on Knowledge and Data Engineering
A Normalized Levenshtein Distance Metric
IEEE Transactions on Pattern Analysis and Machine Intelligence
Conformance checking of processes based on monitoring real behavior
Information Systems
Integration and verification of semantic constraints in adaptive process management systems
Data & Knowledge Engineering
Temporal similarity measures for querying clinical workflows
Artificial Intelligence in Medicine
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Business process management: a survey
BPM'03 Proceedings of the 2003 international conference on Business process management
Prototype-based management of business process exception cases
Applied Intelligence
Trace alignment in process mining: opportunities for process diagnostics
BPM'10 Proceedings of the 8th international conference on Business process management
Process Mining: Discovery, Conformance and Enhancement of Business Processes
Process Mining: Discovery, Conformance and Enhancement of Business Processes
A fast pivot-based indexing algorithm for metric spaces
Pattern Recognition Letters
Handling concept drift in process mining
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Towards the agile management of business processes
WM'05 Proceedings of the Third Biennial conference on Professional Knowledge Management
Case-base maintenance for CCBR-based process evolution
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
A case based reasoning approach for the monitoring of business workflows
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Retrieval of semantic workflows with knowledge intensive similarity measures
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
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In this paper, we describe a framework able to support run-time adjustment and a posteriori analysis of business processes, which exploits the retrieval step of the Case-based Reasoning (CBR) methodology. In particular, our framework allows to retrieve traces of process execution similar to the current one. Moreover, it supports an automatic organization of the trace database content through the application of hierarchical clustering techniques. Results can provide help both to end users, in the process execution phase, and to process engineers, in (formal) process conformance evaluation and long term process schema redesign. Retrieval and clustering rely on a distance definition able to take into account temporal information in traces. This metric has outperformed simpler distance definitions in our experiments, which were conducted in a real-world application domain.