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Chapter and Conference Paper
AS-SIM: An Approach to Action-State Process Model Discovery
Process model discovery has gained a lot of attention in recent years, to mine a process model from traces of process executions. In our recent work, we have proposed SIM (Semantic Interactive Miner), an innov...
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Chapter and Conference Paper
Considering Temporal Preferences and Probabilities in Guideline Interaction Analysis
The treatment of patients affected by multiple diseases (comorbid patients) is one of the main challenges of the modern healthcare, involving the analysis of the interactions of the guidelines for the specific...
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Chapter and Conference Paper
Co** with “Exceptional” Patients in META-GLARE
Many different computer-assisted management systems for Computer Interpretable Guidelines (CIGs) have been developed. While CIGs propose evidence-based treatments of “typical” patients, exceptions may arise, a...
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Chapter and Conference Paper
META-GLARE’s Supports to Agent Coordination
Clinical Guidelines (GLs) provide evidence-based recommendations to suggest to physicians the “best” medical treatments, and are widely used to enhance the quality of patient care, and to optimize it. In many ...
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Article
ASP for Conformance Analysis and Explanation of Clinical Guidelines Execution
In this paper, we present an approach where Answer Set Programming is used for analyzing the conformance of execution traces, describing the treatment of individual patients, to Computer-Interpretable Guidelin...
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Reference Work Entry In depth
Temporal Periodicity
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Reference Work Entry In depth
Qualitative Temporal Reasoning
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Reference Work Entry In depth
Telic Distinction in Temporal Databases
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Reference Work Entry In depth
Atelic Data
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Reference Work Entry In depth
Allen’s Relations
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Chapter and Conference Paper
An AI Approach to Temporal Indeterminacy in Relational Databases
Time is pervasive of the human way of approaching reality, so that it has been widely studied in many research areas, including Artificial Intelligence (AI) and relational Temporal Databases (TDB). Indeed, while ...
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Chapter and Conference Paper
Temporal Reasoning with Layered Preferences
Temporal representation and temporal reasoning is a central in Artificial Intelligence. The literature is moving to the treatment of “non-crisp” temporal constraints, in which also preferences or probabilities...
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Chapter and Conference Paper
Querying Probabilistic Temporal Constraints for Guideline Interaction Analysis: GLARE’s Approach
The treatment of patients affected by multiple diseases (comorbid patients) is one of the main challenges of the modern healthcare, involving the analysis of the interactions of the guidelines for the specific di...
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Chapter and Conference Paper
Multi-level Interactive Medical Process Mining
In this paper, we present a novel process mining approach, specifically tailored to medical applications, which allows the user to build an initial process model from the hospital event log, and then supports ...
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Living Reference Work Entry In depth
Atelic Data
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Article
A 1NF temporal relational model and algebra co** with valid-time temporal indeterminacy
In the real world, many phenomena are time related and in the last three decades the database community has devoted much work in dealing with “time of facts” in databases. While many approaches incorporating t...
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Chapter and Conference Paper
Towards an Integration of Workflows and Clinical Guidelines: A Case Study
The integration of workflows and guidelines modeling healthcare processes is a hot topic of research in Artificial Intelligence in Medicine, and is likely to provide a major advance in the IT support to health...
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Living Reference Work Entry In depth
Qualitative Temporal Reasoning
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Living Reference Work Entry In depth
Temporal Periodicity
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Living Reference Work Entry In depth
Allen’s Relations
