Sciweavers

153
Voted
IDA
2009
Springer
15 years 11 days ago
Hierarchical Extraction of Independent Subspaces of Unknown Dimensions
Abstract. Independent Subspace Analysis (ISA) is an extension of Independent Component Analysis (ICA) that aims to linearly transform a random vector such as to render groups of it...
Peter Gruber, Harold W. Gutch, Fabian J. Theis
IDA
2009
Springer
15 years 11 days ago
Source Separation of Phase-Locked Subspaces
We present a two-stage algorithm to perform blind source separation of sources organized in subspaces, where sources in different subspaces have zero phase synchrony and sources in...
Miguel Almeida, Ricardo Vigário
IDA
2009
Springer
15 years 11 days ago
Exploiting Data Missingness in Bayesian Network Modeling
Sergio Rodrigues de Morais, Alex Aussem
98
Voted
IDA
2009
Springer
15 years 11 days ago
Efficient Vertical Mining of Frequent Closures and Generators
Abstract. The effective construction of many association rule bases requires the computation of both frequent closed and frequent generator itemsets (FCIs/FGs). However, only few m...
Laszlo Szathmary, Petko Valtchev, Amedeo Napoli, R...
IDA
2009
Springer
15 years 11 days ago
Adaptive Learning from Evolving Data Streams
Albert Bifet, Ricard Gavaldà
70
Voted
IDA
2009
Springer
15 years 11 days ago
Intelligent Data Analysis in the 21st Century
Paul R. Cohen, Niall M. Adams
138
Voted
IDA
2009
Springer
15 years 11 days ago
Mining the Temporal Dimension of the Information Propagation
In the last decade, Social Network Analysis has been a field in which the effort devoted from several researchers in the Data Mining area has increased very fast. Among the possibl...
Michele Berlingerio, Michele Coscia, Fosca Giannot...
141
Voted
IDA
2009
Springer
15 years 11 days ago
Estimating Hidden Influences in Metabolic and Gene Regulatory Networks
We address the applicability of blind source separation (BSS) methods for the estimation of hidden influences in biological dynamic systems such as metabolic or gene regulatory net...
Florian Blöchl, Fabian J. Theis
108
Voted
IDA
2009
Springer
15 years 11 days ago
A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS
Abstract. This paper presents a novel technique for separating convolutive mixtures of statistically independent non-Gaussian signals. The time-domain convolution is transformed in...
Daniel I. Iglesia, Héctor J. Pérez-I...
84
Voted
ICUIMC
2009
ACM
15 years 11 days ago
Enhancement of the RFID security method with ownership transfer
Hsing-Bai Chen, Wei-Bin Lee, Yong-Hong Zhao, Yin-L...