• Publications
  • Influence
Universal stability results for greedy contention-resolution protocols
TLDR
We analyze the behavior of communication networks in which packets are generated dynamically at the nodes and routed in discrete time steps across the edges. Expand
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Moving average reversion strategy for on-line portfolio selection
TLDR
On-line portfolio selection, a fundamental problem in computational finance, has attracted increasing interest from artificial intelligence and machine learning communities in recent years. Expand
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NONCODE v3.0: integrative annotation of long noncoding RNAs
TLDR
We have updated the NONCODE database to version 3.0 to include the first integrated collection of expression and functional lncRNA data obtained from re-annotated microarray studies in a single database. Expand
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Universal-stability results and performance bounds for greedy contention-resolution protocols
TLDR
In this paper, we analyze the behavior of packet-switched communication networks in which packets arrive dynamically at the nodes and are routed in discrete time steps across the edges. Expand
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Large Scale Online Kernel Learning
TLDR
We present a new framework for large scale online kernel learning, making kernel methods efficient and scalable for large-scale online learning applications. Expand
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SJMR: Parallelizing spatial join with MapReduce on clusters
TLDR
This paper presents SJMR (Spatial Join with MapReduce), a novel parallel algorithm to relieve the problem. Expand
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Spatial Queries Evaluation with MapReduce
TLDR
We describe MapReduce and show how spatial queries can be naturally expressed in this model, without explicitly addressing any of the details of parallelization. Expand
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Green Data Centers: A Survey, Perspectives, and Future Directions
TLDR
In this paper, we provide a survey of the state-of-the-art research on green data center techniques, including energy efficiency, resource management, thermal control and green metrics. Expand
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Circulating Histones Are Major Mediators of Cardiac Injury in Patients With Sepsis*
Objective:To investigate the impact of circulating histones on cardiac injury and dysfunction in a murine model and patients with sepsis. Design:Prospective, observational clinical study with in vivoExpand
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GNCCP—Graduated NonConvexityand Concavity Procedure
  • Z. Liu, H. Qiao
  • Mathematics, Computer Science
  • IEEE Transactions on Pattern Analysis and Machine…
  • 1 June 2014
TLDR
We propose the graduated nonconvexity and concavity procedure (GNCCP) as a general optimization framework to approximately solve the combinatorial optimization problems defined on the set of partial permutation matrices. Expand
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