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JMLR
2010
119views more  JMLR 2010»
13 years 2 months ago
The Coding Divergence for Measuring the Complexity of Separating Two Sets
In this paper we integrate two essential processes, discretization of continuous data and learning of a model that explains them, towards fully computational machine learning from...
Mahito Sugiyama, Akihiro Yamamoto
JMLR
2010
115views more  JMLR 2010»
13 years 2 months ago
O-IPCAC and its Application to EEG Classification
In this paper we describe an online/incremental linear binary classifier based on an interesting approach to estimate the Fisher subspace. The proposed method allows to deal with ...
Alessandro Rozza, Gabriele Lombardi, Marco Rosa, E...
JMLR
2010
123views more  JMLR 2010»
13 years 2 months ago
µTOSS - Multiple hypothesis testing in an open software system
Gilles Blanchard, Thorsten Dickhaus, Niklas Hack, ...
JMLR
2010
127views more  JMLR 2010»
13 years 2 months ago
Cross-associating unlabelled timbre distributions to create expressive musical mappings
In timbre remapping applications such as concatenative synthesis, an audio signal is used as a template, and a mapping process derives control data for some audio synthesis algori...
Dan Stowell, Mark D. Plumbley
JMLR
2010
118views more  JMLR 2010»
13 years 2 months ago
Learning to Rank for Personalized News Article Retrieval
This paper aims to tackle the very interesting and important problem of user personalized ranking of search results. The focus is on news retrieval and the data from which the ran...
Lorand Dali, Blaz Fortuna, Jan Rupnik
JMLR
2010
149views more  JMLR 2010»
13 years 2 months ago
Assessment of Cow's Body Condition Score Through Statistical Shape Analysis and Regression Machines
This study explores the feasibility of estimating the Body Condition Score (BCS) of cows from digital images by employing statistical shape analysis and regression machines. The s...
Sebastiano Battiato, Giovanni Maria Farinella, Giu...
JMLR
2010
102views more  JMLR 2010»
13 years 2 months ago
Visualization of Online Discussion Forums
This paper describes a set of visualization tools which aid the understanding of discussion topics and trends in online discussion forums. The tools integrate into the forum'...
Mitja Trampus, Marko Grobelnik
JMLR
2010
163views more  JMLR 2010»
13 years 2 months ago
Detection of Server-side Web Attacks
Web servers and server-side applications constitute the key components of modern Internet services. We present a pattern recognition system to the detection of intrusion attempts ...
Igino Corona, Giorgio Giacinto
JMLR
2010
116views more  JMLR 2010»
13 years 2 months ago
Automating News Content Analysis: An Application to Gender Bias and Readability
In this article we present an application of text-analysis technologies to support social science research, in particular the analysis of patterns in news content. We describe a s...
Omar Ali, Ilias N. Flaounas, Tijl De Bie, Nick Mos...