Towards a general theory of action and time
Artificial Intelligence
A framework for knowledge-based temporal abstraction
Artificial Intelligence
Dynamic temporal interpretation contexts for temporal abstraction
Annals of Mathematics and Artificial Intelligence
Characterizing temporal repetition
TIME '96 Proceedings of the 3rd Workshop on Temporal Representation and Reasoning (TIME'96)
Qualitative and Quantitative Temporal Constraints About Numerically Quantified Periodic Events
TIME '97 Proceedings of the 4th International Workshop on Temporal Representation and Reasoning (TIME '97)
Quantitative Structural Temporal Constraints on Repeating Events
TIME '98 Proceedings of the Fifth International Workshop on Temporal Representation and Reasoning
Towards a Formal Characterization of Temporal Repetition with Closed Time
TIME '98 Proceedings of the Fifth International Workshop on Temporal Representation and Reasoning
Temporal reasoning for decision support in medicine
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Temporal abstraction in intelligent clinical data analysis: A survey
Artificial Intelligence in Medicine
Journal of Intelligent Information Systems
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data
Artificial Intelligence in Medicine
Incremental application of knowledge to continuously arriving time-oriented data
Journal of Intelligent Information Systems
Detection, Alert and Response to Malicious Behavior in Mobile Devices: Knowledge-Based Approach
RAID '09 Proceedings of the 12th International Symposium on Recent Advances in Intrusion Detection
Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method
Journal of Systems and Software
A multidimensional temporal abstractive data mining framework
HIKM '10 Proceedings of the Fourth Australasian Workshop on Health Informatics and Knowledge Management - Volume 108
KR4HC'11 Proceedings of the 3rd international conference on Knowledge Representation for Health-Care
BPM' 2012 Proceedings of the 2012 international conference on Process Support and Knowledge Representation in Health Care
Hi-index | 0.00 |
We use a constraint-based language to specify repeating temporal patterns. The Constraint-based Pattern Specification Language (CAPSUL) is simple to use, but allows a wide variety of patterns to be expressed. This paper describes in detail the syntax of CAPSUL, including its layers of abstraction and four types of constraints. We also discuss the semantics of CAPSUL, including the concept of interference between patterns and the expressive power of the language. We have implemented CAPSUL in a temporal-abstraction system called Résumé, and used it in a graphical knowledge-acquisition tool to acquire domain-specific knowledge from experts about patterns to be found in large databases. We summarize the results of preliminary experiments using the pattern-specification and pattern-detection tools on data about patients who have cancer and have been seen at the Rush Presbyterian/St. Luke's Medical Center.