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    IJCAI
    2007
    205views Artificial Intelligence» more  IJCAI 2007»
    Locality Sensitive Discriminant Analysis
    14 years 11 months ago
    Locality Sensitive Discriminant Analysis
    Download  www.ijcai.org
    Linear Discriminant Analysis (LDA) is a popular data-analytic tool for studying the class relationship between data points. A major disadvantage of LDA is that it fails to discove...
    Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun ...
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    NIPS
    2007
    158views Information Technology» more  NIPS 2007»
    Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods
    14 years 11 months ago
    Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods
    Download  books.nips.cc
    Learning in real-world domains often requires to deal with continuous state and action spaces. Although many solutions have been proposed to apply Reinforcement Learning algorithm...
    Alessandro Lazaric, Marcello Restelli, Andrea Bona...
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    SDM
    2007
    SIAM
    140views Data Mining» more  SDM 2007»
    A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
    14 years 11 months ago
    A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
    Download  www.cs.uiuc.edu
    In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
    Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
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    SDM
    2007
    SIAM
    137views Data Mining» more  SDM 2007»
    Semi-supervised Feature Selection via Spectral Analysis
    14 years 11 months ago
    Semi-supervised Feature Selection via Spectral Analysis
    Download  www.public.asu.edu
    Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
    Zheng Zhao, Huan Liu
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    APVIS
    2004
    135views Information Technology» more  APVIS 2004»
    Adding Filtering to Geometric Distortion to Visualize a Clustered Graph on Small Screens.
    14 years 11 months ago
    Adding Filtering to Geometric Distortion to Visualize a Clustered Graph on Small Screens.
    Download  crpit.com
    Presenting large amounts of information in a limited screen space is a significant challenge in the field of Information Visualization. With the rapid development and growing use ...
    Wanchun Li, Masahiro Takatsuka
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