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MCS
2005
Springer
15 years 8 months ago
Ensembles of Classifiers from Spatially Disjoint Data
We describe an ensemble learning approach that accurately learns from data that has been partitioned according to the arbitrary spatial requirements of a large-scale simulation whe...
Robert E. Banfield, Lawrence O. Hall, Kevin W. Bow...
136
Voted
ICAPR
2001
Springer
15 years 6 months ago
A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition
In this paper we introduce a constrained Level Building Algorithm (LBA) in order to reduce the search space of a Large Vocabulary Handwritten Word Recognition (LVHWR) system. A ti...
Alessandro L. Koerich, Robert Sabourin, Ching Y. S...
DAC
2000
ACM
15 years 6 months ago
Modeling and simulation of real defects using fuzzy logic
Real defects (e.g. stuck-at or bridging faults) in the VLSI circuits cause intermediate voltages and can not be modeled as ideal shorts. In this paper we first show that the trad...
Amir Attarha, Mehrdad Nourani, Caro Lucas
127
Voted
CIARP
2006
Springer
15 years 6 months ago
A Theoretical Comparison of Two Linear Dimensionality Reduction Techniques
Abstract. A theoretical analysis for comparing two linear dimensionality reduction (LDR) techniques, namely Fisher's discriminant (FD) and Loog-Duin (LD) dimensionality reduci...
Luis Rueda, Myriam Herrera
ICPR
2010
IEEE
15 years 5 months ago
Malware Detection on Mobile Devices Using Distributed Machine Learning
This paper presents a distributed Support Vector Machine (SVM) algorithm in order to detect malicious software (malware) on a network of mobile devices. The light-weight system mo...
Ashkan Sharifi Shamili, Christian Bauckhage, Tansu...