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ISMIS
2005
Springer
15 years 5 months ago
Incremental Collaborative Filtering for Highly-Scalable Recommendation Algorithms
Most recommendation systems employ variations of Collaborative Filtering (CF) for formulating suggestions of items relevant to users’ interests. However, CF requires expensive co...
Manos Papagelis, Ioannis Rousidis, Dimitris Plexou...
ICDM
2002
IEEE
139views Data Mining» more  ICDM 2002»
15 years 4 months ago
An Incremental Approach to Building a Cluster Hierarchy
In this paper we present a novel Incremental Hierarchical Clustering (IHC) algorithm. Our approach aims to construct a hierarchy that satisfies the homogeneity and the monotonici...
Dwi H. Widyantoro, Thomas R. Ioerger, John Yen
ICANN
2001
Springer
15 years 4 months ago
Incremental Support Vector Machine Learning: A Local Approach
Abstract. In this paper, we propose and study a new on-line algorithm for learning a SVM based on Radial Basis Function Kernel: Local Incremental Learning of SVM or LISVM. Our meth...
Liva Ralaivola, Florence d'Alché-Buc
ICRA
1994
IEEE
137views Robotics» more  ICRA 1994»
15 years 4 months ago
Local Incremental Planning for Nonholonomic Mobile Robots
We present a simple approach for planning the motion of nonholonomic robots among obstacles. Existing methods lead to open-loop solutions which are either obtained in two stages, ...
Alessandro De Luca, Giuseppe Oriolo
94
Voted
CAISE
2006
Springer
15 years 1 months ago
Incremental Evaluation of OCL Constraints
: Integrity checking is aimed at determining whether an operation execution violates a given integrity constraint. To perform this computation efficiently, several incremental meth...
Jordi Cabot, Ernest Teniente