Sciweavers

AI
2001
Springer
14 years 7 days ago
A Low-Scan Incremental Association Rule Maintenance Method Based on the Apriori Property
As new transactions update data sources and subsequently the data warehouse, the previously discovered association rules in the old database may no longer be interesting rules in ...
Zequn Zhou, C. I. Ezeife
AI
2001
Springer
14 years 7 days ago
Search Techniques for Non-linear Constraint Satisfaction Problems with Inequalities
In recent years, interval constraint-based solvers have shown their ability to efficiently solve challenging non-linear real constraint problems. However, most of the working syst...
Marius-Calin Silaghi, Djamila Sam-Haroud, Boi Falt...
AI
2001
Springer
14 years 7 days ago
Imitation and Reinforcement Learning in Agents with Heterogeneous Actions
Reinforcement learning techniques are increasingly being used to solve di cult problems in control and combinatorial optimization with promising results. Implicit imitation can acc...
Bob Price, Craig Boutilier
AI
2001
Springer
14 years 7 days ago
User Interface Aspects of a Translation Typing System
This paper describes the user interface design and evaluation of TransType, a system that watches over the user as he or she types a translation and repeatedly suggests completions...
Philippe Langlais, Guy Lapalme, Sébastien S...
AI
2001
Springer
14 years 7 days ago
A Statistical Corpus-Based Term Extractor
Abstract. Term extraction is an important problem in natural language processing. In this paper, we propose a language independent statistical corpus-based term extraction algorith...
Patrick Pantel, Dekang Lin
AI
2001
Springer
14 years 7 days ago
How AI Can Help SE; or: Randomized Search Not Considered Harmful
In fast-paced software projects, engineers don’t have the time or the resources to build heavyweight complete descriptions of their software. The best they can do is lightweight ...
Tim Menzies, Harshinder Singh
AI
2001
Springer
14 years 7 days ago
Concept-Learning in the Presence of Between-Class and Within-Class Imbalances
In a concept learning problem, imbalances in the distribution of the data can occur either between the two classes or within a single class. Yet, although both types of imbalances ...
Nathalie Japkowicz
AI
2001
Springer
14 years 7 days ago
The Bottom-Up Freezing: An Approach to Neural Engineering
This paper presents a new pruning method to determine a nearly optimum multi-layer neural network structure. The aim of the proposed method is to reduce the size of the network by ...
Ali Farzan, Ali A. Ghorbani
AI
2001
Springer
14 years 7 days ago
Constraint-Based Vehicle Assembly Line Sequencing
Michael E. Bergen, Peter van Beek, Tom Carchrae
AI
2001
Springer
14 years 7 days ago
Constraint Programming Lessons Learned from Crossword Puzzles
Adam Beacham, Xinguang Chen, Jonathan Sillito, Pet...