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» Algorithms for distributed functional monitoring
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116
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KDD
2004
ACM
158views Data Mining» more  KDD 2004»
16 years 1 months ago
A generalized maximum entropy approach to bregman co-clustering and matrix approximation
Co-clustering is a powerful data mining technique with varied applications such as text clustering, microarray analysis and recommender systems. Recently, an informationtheoretic ...
Arindam Banerjee, Inderjit S. Dhillon, Joydeep Gho...
104
Voted
CIRA
2007
IEEE
182views Robotics» more  CIRA 2007»
15 years 7 months ago
Communication-Efficient Dynamic Task Scheduling for Heterogeneous Multi-Robot Systems
— In this paper, a communication-efficient dynamic task scheduling algorithm for a heterogeneous multi-robot system is proposed. To make this task scheduling algorithm to be scal...
Kashyap Shah, Yan Meng
117
Voted
GLOBECOM
2007
IEEE
15 years 7 months ago
Optimizing P2P Streaming Throughput Under Peer Churning
Abstract— High-throughput P2P streaming relies on peer selection, the strategy a peer uses to select other peer(s) as its parent(s) of streaming. Although this problem has been t...
Yi Cui, Liang Dai, Yuan Xue
155
Voted
ICT
2004
Springer
194views Communications» more  ICT 2004»
15 years 6 months ago
Competitive Neural Networks for Fault Detection and Diagnosis in 3G Cellular Systems
We propose a new approach to fault detection and diagnosis in third-generation (3G) cellular networks using competitive neural algorithms. For density estimation purposes, a given ...
Guilherme De A. Barreto, João Cesar M. Mota...
121
Voted
AAAI
2008
15 years 3 months ago
Hybrid Markov Logic Networks
Markov logic networks (MLNs) combine first-order logic and Markov networks, allowing us to handle the complexity and uncertainty of real-world problems in a single consistent fram...
Jue Wang, Pedro Domingos