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    PAKDD
    2005
    ACM
    102views Data Mining» more  PAKDD 2005»
    A Recent-Biased Dimension Reduction Technique for Time Series Data
    14 years 6 months ago
    A Recent-Biased Dimension Reduction Technique for Time Series Data
    Download  lamda.nju.edu.cn
    Yanchang Zhao, Chengqi Zhang, Shichao Zhang
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    PAKDD
    2005
    ACM
    115views Data Mining» more  PAKDD 2005»
    Performance Measurements for Privacy Preserving Data Mining
    14 years 6 months ago
    Performance Measurements for Privacy Preserving Data Mining
    Download  www.cse.uta.edu
    Abstract. This paper establishes the foundation for the performance measurements of privacy preserving data mining techniques. The performance is measured in terms of the accuracy ...
    Nan Zhang 0004, Wei Zhao, Jianer Chen
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    PAKDD
    2005
    ACM
    168views Data Mining» more  PAKDD 2005»
    Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning
    14 years 6 months ago
    Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning
    Download  www.iipl.fudan.edu.cn
    We propose adaptive nonlinear auto-associative modeling (ANAM) based on Locally Linear Embedding algorithm (LLE) for learning intrinsic principal features of each concept separatel...
    Junping Zhang, Stan Z. Li
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    PAKDD
    2005
    ACM
    142views Data Mining» more  PAKDD 2005»
    Dynamic Cluster Formation Using Level Set Methods
    14 years 6 months ago
    Dynamic Cluster Formation Using Level Set Methods
    Download  ranger.uta.edu
    Density-based clustering has the advantages for (i) allowing arbitrary shape of cluster and (ii) not requiring the number of clusters as input. However, when clusters touch each o...
    Andy M. Yip, Chris H. Q. Ding, Tony F. Chan
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    PAKDD
    2005
    ACM
    96views Data Mining» more  PAKDD 2005»
    Kernels over Relational Algebra Structures
    14 years 6 months ago
    Kernels over Relational Algebra Structures
    Download  cui.unige.ch
    Abstract. In this paper we present a novel and general framework based on concepts of relational algebra for kernel-based learning over relational schema. We exploit the notion of ...
    Adam Woznica, Alexandros Kalousis, Melanie Hilario
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    PAKDD
    2005
    ACM
    132views Data Mining» more  PAKDD 2005»
    On Multiple Query Optimization in Data Mining
    14 years 6 months ago
    On Multiple Query Optimization in Data Mining
    Download  www.cs.put.poznan.pl
    Traditional multiple query optimization methods focus on identifying common subexpressions in sets of relational queries and on constructing their global execution plans. In this p...
    Marek Wojciechowski, Maciej Zakrzewicz
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    PAKDD
    2005
    ACM
    133views Data Mining» more  PAKDD 2005»
    Feature Selection for High Dimensional Face Image Using Self-organizing Maps
    14 years 6 months ago
    Feature Selection for High Dimensional Face Image Using Self-organizing Maps
    Download  parnec.nuaa.edu.cn
    : While feature selection is very difficult for high dimensional, unstructured data such as face image, it may be much easier to do if the data can be faithfully transformed into l...
    Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zh...
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    PAKDD
    2005
    ACM
    102views Data Mining» more  PAKDD 2005»
    Automatic Occupation Coding with Combination of Machine Learning and Hand-Crafted Rules
    14 years 6 months ago
    Automatic Occupation Coding with Combination of Machine Learning and Hand-Crafted Rules
    Download  www.lr.pi.titech.ac.jp
    Abstract. We apply a machine learning method to the occupation coding, which is a task to categorize the answers to open-ended questions regarding the respondent’s occupation. Sp...
    Kazuko Takahashi, Hiroya Takamura, Manabu Okumura
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    PAKDD
    2005
    ACM
    134views Data Mining» more  PAKDD 2005»
    Improved Bayesian Spam Filtering Based on Co-weighted Multi-area Information
    14 years 6 months ago
    Improved Bayesian Spam Filtering Based on Co-weighted Multi-area Information
    Download  ss.hnu.cn
    Abstract. Bayesian spam filters, in general, compute probability estimations for tokens either without considering the email areas of occurrences except the body or treating the s...
    Raju Shrestha, Yaping Lin
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    PAKDD
    2005
    ACM
    120views Data Mining» more  PAKDD 2005»
    Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics
    14 years 6 months ago
    Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics
    Download  ercolino.isti.cnr.it
    In several contexts and domains, hierarchical agglomerative clustering (HAC) offers best-quality results, but at the price of a high complexity which reduces the size of datasets ...
    Mirco Nanni
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