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» Data Aggregation Sets in Adaptive Data Model
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ICPR
2004
IEEE
16 years 7 months ago
Data Dependent Classifier Fusion for Construction of Stable Effective Algorithms
A measure of stability for a wide class of pattern recognition algorithms is introduced to cope with overfitting in classification problems. Based on this concept, constructive me...
Dmitry Kropotov, Dmitry Vetrov
INTERACT
2003
15 years 8 months ago
The New Text and Graphical Input Device: Compact Biometrical Data Acquisition
Abstract: Development of new text and graphical input devices is considered to be important part of humancomputer interaction by many researchers worldwide. Our paper presents our ...
Pen Ondrej Rohlik, Pavel Mautner, Václav Ma...
IPPS
2007
IEEE
16 years 29 days ago
Securing Grid Data Transfer Services with Active Network Portals
Widely available and utilized Grid servers are vulnerable to a variety of threats from Denial of Service (DoS) attacks, overloading caused by flash crowds, and compromised client ...
Onur Demir, Michael R. Head, Kanad Ghose, Madhusud...
CCIA
2010
Springer
15 years 1 months ago
Comparison of Topologies in Peer-to-Peer Data Sharing Networks
Interactions within Multi-agent systems can be structured in different ways depending on the application scenario and its environmental restrictions. In previous work we have devel...
Jordi Campos Miralles, Nuria Piqué, Maite L...
ECML
2004
Springer
16 years 2 days ago
SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
Rong Jin, Huan Liu