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» Generation of Attributes for Learning Algorithms
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ICDAR
2005
IEEE
14 years 2 months ago
Handwriting Matching and Its Application to Handwriting Synthesis
Since it is extremely expensive to collect a large volume of handwriting samples, synthesized data are often used to enlarge the training set. We argue that, in order to generate ...
Yefeng Zheng, David S. Doermann
AICCSA
2008
IEEE
292views Hardware» more  AICCSA 2008»
14 years 3 months ago
Enumeration of maximal clique for mining spatial co-location patterns
This paper presents a systematic approach to mine colocation patterns in Sloan Digital Sky Survey (SDSS) data. SDSS Data Release 5 (DR5) contains 3.6 TB of data. Availability of s...
Ghazi Al-Naymat
ILP
2005
Springer
14 years 2 months ago
Online Closure-Based Learning of Relational Theories
Online learning algorithms such as Winnow have received much attention in Machine Learning. Their performance degrades only logarithmically with the input dimension, making them us...
Frédéric Koriche
CLOR
2006
14 years 1 months ago
Sequential Learning of Layered Models from Video
Abstract. A popular framework for the interpretation of image sequences is the layers or sprite model, see e.g. [1], [2]. Jojic and Frey [3] provide a generative probabilistic mode...
Michalis K. Titsias, Christopher K. I. Williams
ICPADS
2006
IEEE
14 years 3 months ago
Efficient Compile-Time Task scheduling for Heterogeneous Distributed Computing Systems
Efficient task scheduling is essential for obtaining high performance in heterogeneous distributed computing systems (or HeDCSs). Because of its key importance, several scheduling...
Mohammad I. Daoud, Nawwaf N. Kharma