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    ICMLA
    2008
    92views Machine Learning» more  ICMLA 2008»
    Boundary Constrained Manifold Unfolding
    13 years 6 months ago
    Boundary Constrained Manifold Unfolding
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    Bo Liu, Hongbin Zhang, WenAn Chen
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    ICMLA
    2008
    140views Machine Learning» more  ICMLA 2008»
    Farthest Centroids Divisive Clustering
    13 years 6 months ago
    Farthest Centroids Divisive Clustering
    Download  www-users.cs.umn.edu
    A method is presented to partition a given set of data entries embedded in Euclidean space by recursively bisecting clusters into smaller ones. The initial set is subdivided into ...
    Haw-ren Fang, Yousef Saad
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    ICMLA
    2008
    172views Machine Learning» more  ICMLA 2008»
    Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing
    13 years 6 months ago
    Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing
    Download  www-users.cs.umn.edu
    Dimension reduction techniques have been successfully applied to face recognition and text information retrieval. The process can be time-consuming when the data set is large. Thi...
    Sophia Sakellaridi, Haw-ren Fang, Yousef Saad
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    ICMLA
    2008
    244views Machine Learning» more  ICMLA 2008»
    A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation
    13 years 6 months ago
    A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation
    Download  www.kyb.tuebingen.mpg.de
    Time-series segmentation in the fully unsupervised scenario in which the number of segment-types is a priori unknown is a fundamental problem in many applications. We propose a Ba...
    Silvia Chiappa
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    ICMLA
    2008
    128views Machine Learning» more  ICMLA 2008»
    Distributed Optimization Strategies for Mining on Peer-to-Peer Networks
    13 years 6 months ago
    Distributed Optimization Strategies for Mining on Peer-to-Peer Networks
    Download  www1.ccls.columbia.edu
    Peer-to-peer (P2P) networks are distributed systems in which nodes of equal roles and capabilities exchange information and services directly with each other. In recent years, the...
    Haimonti Dutta, Ananda Matthur
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    ICMLA
    2008
    146views Machine Learning» more  ICMLA 2008»
    Multimodal Music Mood Classification Using Audio and Lyrics
    13 years 6 months ago
    Multimodal Music Mood Classification Using Audio and Lyrics
    Download  mtg.upf.edu
    In this paper we present a study on music mood classification using audio and lyrics information. The mood of a song is expressed by means of musical features but a relevant part ...
    Cyril Laurier, Jens Grivolla, Perfecto Herrera
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    ICMLA
    2008
    149views Machine Learning» more  ICMLA 2008»
    Microarray Classification from Several Two-Gene Expression Comparisons
    13 years 6 months ago
    Microarray Classification from Several Two-Gene Expression Comparisons
    Download  www.cis.jhu.edu
    We describe our contribution to the ICMLA2008 "Automated Micro-Array Classification Challenge". The design of our classifier is motivated by the special scenario encounte...
    Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel...
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    ICMLA
    2008
    131views Machine Learning» more  ICMLA 2008»
    Text Classification Using Tree Kernels and Linguistic Information
    13 years 6 months ago
    Text Classification Using Tree Kernels and Linguistic Information
    Download  www.di.uevora.pt
    Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic stru...
    Teresa Gonçalves, Paulo Quaresma
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    ICMLA
    2008
    113views Machine Learning» more  ICMLA 2008»
    Group Testing in the Development of an Expanded Cancer Staging System
    13 years 6 months ago
    Group Testing in the Development of an Expanded Cancer Staging System
    Download  www.ibe.gwu.edu
    Though the TNM (Tumor, Lymph Node, Metastasis) is a widely used staging system for predicting the outcome of cancer patients, it is limited in prediction mainly because it does no...
    Dechang Chen, Kai Xing, Donald Henson, Li Sheng
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    ICMLA
    2008
    128views Machine Learning» more  ICMLA 2008»
    Cancer Profiles by Affinity Propagation
    13 years 6 months ago
    Cancer Profiles by Affinity Propagation
    Download  ima.ac.uk
    : The affinity propagation algorithm is applied to various problems of breast and cutaneous tumours subtyping using traditional biologic markers. The algorithm provides a procedure...
    Federico Ambrogi, Elena Raimondi, Daniele Soria, P...
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