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PKDD
2010
Springer
164views Data Mining» more  PKDD 2010»
15 years 11 days ago
Complexity Bounds for Batch Active Learning in Classification
Active learning [1] is a branch of Machine Learning in which the learning algorithm, instead of being directly provided with pairs of problem instances and their solutions (their l...
Philippe Rolet, Olivier Teytaud
IPPS
2007
IEEE
15 years 8 months ago
Packet Loss Burstiness: Measurements and Implications for Distributed Applications
Many modern massively distributed systems deploy thousands of nodes to cooperate on a computation task. Network congestions occur in these systems. Most applications rely on conge...
David X. Wei, Pei Cao, Steven H. Low
94
Voted
DAC
1994
ACM
15 years 6 months ago
Acyclic Multi-Way Partitioning of Boolean Networks
Acyclic partitioning on combinational boolean networks has wide range of applications, from multiple FPGA chip partitioning to parallel circuit simulation. In this paper, we prese...
Jason Cong, Zheng Li, Rajive Bagrodia
ISPAN
2005
IEEE
15 years 8 months ago
Coordinated Robust Routing by Dual Cluster Heads in Layered Wireless Sensor Networks
In this paper, we propose the coordinated robust routing (CRR) scheme to address the fault tolerance requirements in the layered wireless sensor networks. In the proposed scheme, ...
Mei Yang, Jianping Wang, Zhen-guo Gao, Yingtao Jia...
136
Voted
EMNLP
2010
15 years 15 days ago
Translingual Document Representations from Discriminative Projections
Representing documents by vectors that are independent of language enhances machine translation and multilingual text categorization. We use discriminative training to create a pr...
John Platt, Kristina Toutanova, Wen-tau Yih