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    JMLR
    2008
    110views more  JMLR 2008»
    Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods
    14 years 9 months ago
    Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods
    Download  jmlr.csail.mit.edu
    We propose a highly efficient framework for penalized likelihood kernel methods applied to multiclass models with a large, structured set of classes. As opposed to many previous a...
    Matthias W. Seeger
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    JMLR
    2008
    137views more  JMLR 2008»
    Online Learning of Complex Prediction Problems Using Simultaneous Projections
    14 years 9 months ago
    Online Learning of Complex Prediction Problems Using Simultaneous Projections
    Download  jmlr.csail.mit.edu
    We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
    Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
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    JCO
    2006
    234views more  JCO 2006»
    Coverage by directional sensors in randomly deployed wireless sensor networks
    14 years 9 months ago
    Coverage by directional sensors in randomly deployed wireless sensor networks
    Download  www.ecse.rpi.edu
    We study a novel "coverage by directional sensors" problem with tunable orientations on a set of discrete targets. We propose a Maximum Coverage with Minimum Sensors (MCM...
    Jing Ai, Alhussein A. Abouzeid
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    JCO
    2006
    126views more  JCO 2006»
    Combinatorics of TCP reordering
    14 years 9 months ago
    Combinatorics of TCP reordering
    Download  www.cse.psu.edu
    We study a combinatorial problem motivated by a receiver-oriented model of TCP traffic from [7], that incorporates information on both arrival times, and the dynamics of packet IDs...
    Anders Hansson, Gabriel Istrate, Shiva Prasad Kasi...
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    JIIS
    2006
    147views more  JIIS 2006»
    Mining sequential patterns from data streams: a centroid approach
    14 years 9 months ago
    Mining sequential patterns from data streams: a centroid approach
    Download  www-sop.inria.fr
    In recent years, emerging applications introduced new constraints for data mining methods. These constraints are typical of a new kind of data: the data streams. In data stream pro...
    Alice Marascu, Florent Masseglia
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