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PAKDD
2011
ACM
214views Data Mining» more  PAKDD 2011»
14 years 17 days ago
Spectral Analysis of k-Balanced Signed Graphs
Abstract. Previous studies on social networks are often focused on networks with only positive relations between individual nodes. As a significant extension, we conduct the spectr...
Leting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi...
PAKDD
2011
ACM
419views Data Mining» more  PAKDD 2011»
14 years 17 days ago
DISC: Data-Intensive Similarity Measure for Categorical Data
Abstract. The concept of similarity is fundamentally important in almost every scientific field. Clustering, distance-based outlier detection, classification, regression and sea...
Aditya Desai, Himanshu Singh, Vikram Pudi
PAKDD
2011
ACM
253views Data Mining» more  PAKDD 2011»
14 years 17 days ago
Balance Support Vector Machines Locally Using the Structural Similarity Kernel
A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...
Jianxin Wu
PADL
2011
Springer
14 years 17 days ago
Joinads: A Retargetable Control-Flow Construct for Reactive, Parallel and Concurrent Programming
Modern challenges led to a design of a wide range of programming models for reactive, parallel and concurrent programming, but these are often t to encode in general purpose langua...
Tomas Petricek, Don Syme
PADL
2011
Springer
14 years 17 days ago
Plato: A Compiler for Interactive Web Forms
Abstract. Modern web forms interact with the user in real-time by detecting errors and filling-in implied values, which in terms of automated reasoning amounts to SAT solving and ...
Timothy L. Hinrichs
OSN
2011
14 years 17 days ago
A parallel iterative scheduler for asynchronous Optical Packet Switching networks
—This paper presents PI-OPS (Parallel-Iterative Optical Packet Scheduler) a parallel-iterative scheduler for asynchronous Optical Packet Switching nodes with optical buffering. O...
Pablo Pavón-Mariño, M. Victoria Buen...
ORL
2011
14 years 17 days ago
A note on the MIR closure and basic relaxations of polyhedra
Anderson, Cornu´ejols and Li (2005) show that for a polyhedral mixed integer set defined by a constraint system
Sanjeeb Dash, Oktay Günlük, Christian Ra...
ORL
2011
14 years 17 days ago
Random half-integral polytopes
We show that half-integral polytopes obtained as the convex hull of a random set of half-integral points of the 0/1 cube have rank as high as Ω(log n/ log log n) with positive pr...
Gábor Braun, Sebastian Pokutta
OL
2011
177views Neural Networks» more  OL 2011»
14 years 17 days ago
Exploiting vector space properties to strengthen the relaxation of bilinear programs arising in the global optimization of proce
In this paper we present a methodology for finding tight convex relaxations for a special set of quadratic constraints given by bilinear and linear terms that frequently arise in ...
Juan P. Ruiz, Ignacio E. Grossmann