72 search results - page 7 / 15 » A competitive and cooperative learning approach to robust da... |
85
Voted
TNN
1998
14 years 10 months ago
1998
— In this paper, we present a novel approach to partitioning pattern spaces using a multiobjective genetic algorithm for identifying (near-)optimal subspaces for hierarchical lea...
87
Voted
BMCBI
2007
14 years 10 months ago
2007
Background: Gene expression measurements during the development of the fly Drosophila melanogaster are routinely used to find functional modules of temporally co-expressed genes. ...
99
Voted
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
This paper presents a robust unsupervised learning approach for detection of anomalies in patterns of human behavior using multi-modal smart environment sensor data. We model the ...
118
Voted
KDD
2012
ACM
13 years 20 days ago
2012
ACM
Real-world, multiple-typed objects are often interconnected, forming heterogeneous information networks. A major challenge for link-based clustering in such networks is its potent...
99
Voted
NECO
1998
14 years 10 months ago
1998
We introduce a constructive, incremental learning system for regression problems that models data by means of spatially localized linear models. In contrast to other approaches, t...