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AIR
2005
111views more  AIR 2005»
13 years 11 months ago
An Arc-Consistency Algorithm for Dynamic and Distributed Constraint Satisfaction Problems
Abstract. This paper presents the new DDAC4 algorithm for dynamic arc consistency enforcement in distributed Constraint Satisfaction Problems. The algorithm is an adaptation of the...
Georg Ringwelski
AIR
2005
126views more  AIR 2005»
13 years 11 months ago
The Explanatory Power of Symbolic Similarity in Case-Based Reasoning
A desired capability of automatic problem solvers is that they can explain the results. Such explanations should justify that the solution proposed by the problem solver arises fr...
Enric Plaza, Eva Armengol, Santiago Ontañ&o...
AIR
2005
130views more  AIR 2005»
13 years 11 months ago
Framework for Task Scheduling in Heterogeneous Distributed Computing Using Genetic Algorithms
An algorithm has been developed to dynamically schedule heterogeneous tasks on heterogeneous processors in a distributed system. The scheduler operates in an environment with dynam...
Andrew J. Page, Thomas J. Naughton
AIR
2005
102views more  AIR 2005»
13 years 11 months ago
A Case-Based Explanation System for Black-Box Systems
Most users of machine-learning products are reluctant to use the systems without any sense of the underlying logic that has led to the system's predictions. Unfortunately many...
Conor Nugent, Padraig Cunningham
AIR
2005
122views more  AIR 2005»
13 years 11 months ago
Retrieval Failure and Recovery in Recommender Systems
In case-based reasoning (CBR) approaches to product recommendation, descriptions of the available products are stored in a case library and retrieved in response to a query represe...
David McSherry
AIR
2005
97views more  AIR 2005»
13 years 11 months ago
Explanation in Case-Based Reasoning-Perspectives and Goals
Abstract. We present an overview of different theories of explanation from the philosophy and cognitive science communities. Based on these theories, as well as models of explanati...
Frode Sørmo, Jörg Cassens, Agnar Aamod...
AIR
2005
120views more  AIR 2005»
13 years 11 months ago
Rascal: A Recommender Agent for Agile Reuse
As software organisations mature, their repositories of reusable software components from previous projects will also grow considerably. Remaining conversant with all components in...
Frank McCarey, Mel Ó Cinnéide, Nicho...
AIR
2005
158views more  AIR 2005»
13 years 11 months ago
Review on Computational Trust and Reputation Models
The scientific research in the area of computational mechanisms for trust and reputation in virtual societies is a recent discipline oriented to increase the reliability and perfor...
Jordi Sabater, Carles Sierra
AIR
2005
114views more  AIR 2005»
13 years 11 months ago
Relation Algebras and their Application in Temporal and Spatial Reasoning
Qualitative temporal and spatial reasoning is in many cases based on binary relations such as before, after, starts, contains, contact, part of, and others derived from these by r...
Ivo Düntsch
AIR
2005
85views more  AIR 2005»
13 years 11 months ago
On Paradox of Fuzzy Modeling: Supervised Learning for Rectifying Fuzzy Membership Function
The paradox of fuzzy modeling is recognized due to the co-existence of its effectiveness of solving uncertain problems in the real world and the skepticism of its reasonability in ...
Shaopei Lin