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ICDM
2010
IEEE
166views Data Mining» more  ICDM 2010»
15 years 2 months ago
Exponential Family Tensor Factorization for Missing-Values Prediction and Anomaly Detection
In this paper, we study probabilistic modeling of heterogeneously attributed multi-dimensional arrays. The model can manage the heterogeneity by employing an individual exponential...
Kohei Hayashi, Takashi Takenouchi, Tomohiro Shibat...
CIBCB
2005
IEEE
15 years 10 months ago
Predicting Single Genes Related to Immune-Relevant Processes
— In this paper we address the problem of predicting gene activities by finding gene regulatory dependencies in experimental DNA microarray data. Only few approaches to infer th...
Christian Spieth, Felix Streichert, Nora Speer, Ch...
139
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TIT
2002
78views more  TIT 2002»
15 years 4 months ago
Communicating via a processing broadcast satellite
Three dependent users are physically separated but communicate with each other via a satellite. Each user generates data which it stores locally. In addition, each user sends a me...
Aaron D. Wyner, Jack K. Wolf, Frans M. J. Willems
SCALESPACE
2001
Springer
15 years 9 months ago
Scale-Space Theories for Scalar and Vector Images
We define mutually consistent scale-space theories for scalar and vector images. Consistency pertains to the connection between the already established scalar theory and that for ...
Luc Florack
NIPS
2003
15 years 6 months ago
Sparseness of Support Vector Machines---Some Asymptotically Sharp Bounds
The decision functions constructed by support vector machines (SVM’s) usually depend only on a subset of the training set—the so-called support vectors. We derive asymptotical...
Ingo Steinwart