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    NIPS
    2004
    128views Information Technology» more  NIPS 2004»
    A Cost-Shaping LP for Bellman Error Minimization with Performance Guarantees
    13 years 11 months ago
    A Cost-Shaping LP for Bellman Error Minimization with Performance Guarantees
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    We introduce a new algorithm based on linear programming that approximates the differential value function of an average-cost Markov decision process via a linear combination of p...
    Daniela Pucci de Farias, Benjamin Van Roy
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    NIPS
    2004
    101views Information Technology» more  NIPS 2004»
    Convergence and No-Regret in Multiagent Learning
    13 years 11 months ago
    Convergence and No-Regret in Multiagent Learning
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    Learning in a multiagent system is a challenging problem due to two key factors. First, if other agents are simultaneously learning then the environment is no longer stationary, t...
    Michael H. Bowling
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    NIPS
    2004
    241views Information Technology» more  NIPS 2004»
    The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces
    13 years 11 months ago
    The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces
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    We present an unsupervised algorithm for registering 3D surface scans of an object undergoing significant deformations. Our algorithm does not need markers, nor does it assume pri...
    Dragomir Anguelov, Praveen Srinivasan, Hoi-Cheung ...
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    FLAIRS
    2003
    106views Artificial Intelligence» more  FLAIRS 2003»
    Incremental Breakout Algorithm with Variable Ordering
    13 years 11 months ago
    Incremental Breakout Algorithm with Variable Ordering
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    This paper presents the Incremental Breakout Algorithm with Variable Ordering (IncBA). This algorithm belongs to the class of local search algorithms for solving Constraint Satisf...
    Carlos Eisenberg, Boi Faltings
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    FIMI
    2003
    104views Data Mining» more  FIMI 2003»
    AIM: Another Itemset Miner
    13 years 11 months ago
    AIM: Another Itemset Miner
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    We present a new algorithm for mining frequent itemsets. Past studies have proposed various algorithms and techniques for improving the efficiency of the mining task. We integrate...
    Amos Fiat, Sagi Shporer
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    EUSFLAT
    2003
    121views Fuzzy Logic» more  EUSFLAT 2003»
    An adaptive learning algorithm for a neo fuzzy neuron
    13 years 11 months ago
    An adaptive learning algorithm for a neo fuzzy neuron
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    In the paper, a new optimal learning algorithm for a neo-fuzzy neuron (NFN) is proposed. The algorithm is characteristic in that it provides online tuning of not only the synaptic...
    Yevgeniy Bodyanskiy, Illya Kokshenev, Vitaliy Kolo...
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    EUSFLAT
    2003
    120views Fuzzy Logic» more  EUSFLAT 2003»
    A Type 2 fuzzy system modelling algorithm
    13 years 11 months ago
    A Type 2 fuzzy system modelling algorithm
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    In this paper, a modified fuzzy system modelling algorithm that incorporates Type 2 fuzzy sets, which is based on intervalvalued membership degrees rather than singleton membershi...
    Kemal Kilic, Özge Uncu, I. Burhan Türkse...
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    ISCAPDCS
    2001
    110views Distributed And Parallel Com...» more  ISCAPDCS 2001»
    A Study of Parallel Monitoring Algorithm in ATM Network Admission Control
    13 years 11 months ago
    A Study of Parallel Monitoring Algorithm in ATM Network Admission Control
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    Admission control strategies play an important role in congestion control and in guaranteeing the quality of service in Asynchronous Transfer Mode (ATM) networks. Three categories...
    Mansoor Alam, Carl Weisfelder, Min Song
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    ESANN
    2003
    100views Neural Networks» more  ESANN 2003»
    Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm
    13 years 11 months ago
    Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm
    Download  www.dice.ucl.ac.be
    This paper presents a novel vector quantizer (VQ) design algorithm for a burst error channel (BEC). The algorithm minimizes the average distortion when the BEC is in normal state o...
    Wen-Jyi Hwang, Chien-Min Ou, Chin-Ming Yeh
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    ESANN
    2003
    99views Neural Networks» more  ESANN 2003»
    A new rule extraction algorithm based on interval arithmetic
    13 years 11 months ago
    A new rule extraction algorithm based on interval arithmetic
    Download  www.dice.ucl.ac.be
    In this paper we propose a new algorithm for rule extraction from a trained Multilayer Feedforward network. The algorithm is based on an interval arithmetic network inversion for p...
    Carlos Hernández-Espinosa, Mercedes Fern&aa...
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