Sciweavers

    SDM
    2007
    SIAM
    198views Data Mining» more  SDM 2007»
    Learning from Time-Changing Data with Adaptive Windowing
    14 years 29 days ago
    Learning from Time-Changing Data with Adaptive Windowing
    Download  siam.org
    We present a new approach for dealing with distribution change and concept drift when learning from data sequences that may vary with time. We use sliding windows whose size, inst...
    Albert Bifet, Ricard Gavaldà
    claim paper
    Read More »
    SDM
    2007
    SIAM
    137views Data Mining» more  SDM 2007»
    Are approximation algorithms for consensus clustering worthwhile?
    14 years 29 days ago
    Are approximation algorithms for consensus clustering worthwhile?
    Download  siam.org
    Consensus clustering has emerged as one of the principal clustering problems in the data mining community. In recent years the theoretical computer science community has generated...
    Michael Bertolacci, Anthony Wirth
    claim paper
    Read More »
    SDM
    2007
    SIAM
    177views Data Mining» more  SDM 2007»
    Multi-way Clustering on Relation Graphs
    14 years 29 days ago
    Multi-way Clustering on Relation Graphs
    Download  www-users.cs.umn.edu
    A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...
    Arindam Banerjee, Sugato Basu, Srujana Merugu
    claim paper
    Read More »
    SDM
    2007
    SIAM
    187views Data Mining» more  SDM 2007»
    Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning
    14 years 29 days ago
    Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning
    Download  www-users.cs.umn.edu
    Topic modeling techniques have widespread use in text data mining applications. Some applications use batch models, which perform clustering on the document collection in aggregat...
    Arindam Banerjee, Sugato Basu
    claim paper
    Read More »
    SDM
    2007
    SIAM
    120views Data Mining» more  SDM 2007»
    An Analysis of Logistic Models: Exponential Family Connections and Online Performance
    14 years 29 days ago
    An Analysis of Logistic Models: Exponential Family Connections and Online Performance
    Download  www-users.cs.umn.edu
    Logistic models are arguably one of the most widely used data analysis techniques. In this paper, we present analyses focussing on two important aspects of logistic models—its r...
    Arindam Banerjee
    claim paper
    Read More »
    SDM
    2007
    SIAM
    131views Data Mining» more  SDM 2007»
    Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach
    14 years 29 days ago
    Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach
    Download  www.cs.ucla.edu
    In many applications, we monitor data obtained from multiple streaming sources for collective decision making. The task presents several challenges. First, data in sensor networks...
    Yijian Bai, Haixun Wang, Carlo Zaniolo
    claim paper
    Read More »
    SDM
    2007
    SIAM
    162views Data Mining» more  SDM 2007»
    Probabilistic Joint Feature Selection for Multi-task Learning
    14 years 29 days ago
    Probabilistic Joint Feature Selection for Multi-task Learning
    Download  siam.org
    We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
    Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherk...
    claim paper
    Read More »
    SDM
    2007
    SIAM
    195views Data Mining» more  SDM 2007»
    On Anonymization of String Data
    14 years 29 days ago
    On Anonymization of String Data
    Download  www.charuaggarwal.net
    String data is especially important in the privacy preserving data mining domain because most DNA and biological data is coded as strings. In this paper, we will discuss a new met...
    Charu C. Aggarwal, Philip S. Yu
    claim paper
    Read More »
    SDM
    2007
    SIAM
    118views Data Mining» more  SDM 2007»
    On Privacy-Preservation of Text and Sparse Binary Data with Sketches
    14 years 29 days ago
    On Privacy-Preservation of Text and Sparse Binary Data with Sketches
    Download  siam.org
    In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
    Charu C. Aggarwal, Philip S. Yu
    claim paper
    Read More »
    SDM
    2007
    SIAM
    133views Data Mining» more  SDM 2007»
    On Point Sampling Versus Space Sampling for Dimensionality Reduction
    14 years 29 days ago
    On Point Sampling Versus Space Sampling for Dimensionality Reduction
    Download  www.charuaggarwal.net
    In recent years, random projection has been used as a valuable tool for performing dimensionality reduction of high dimensional data. Starting with the seminal work of Johnson and...
    Charu C. Aggarwal
    claim paper
    Read More »
    « first‹ previous1234567next ›last »
    Explore & Download
    Proceedings Preprints Top 5 Ranked Papers Publications Books Software Tutorials Presentations Lectures Notes Datasets
    Productivity Tools
    International On-screen Keyboard Graphical Social Symbols OCR Text Recognition CSS3 Style Generator Web Page to PDF Web Page to Image PDF Split PDF Merge Latex Equation Editor Sci2ools
    Document Tools
    PDF to Text PDF to Postscript PDF to Thumbnails Excel to PDF Word to PDF Postscript to PDF PowerPoint to PDF Latex to Word Repair Corrupted PDF
    Image Tools
    JPG to PS JPG to PDF Extract Images from PDF Image Converter
    Sciweavers
    About Community Cookies Privacy Policy Terms of Use

    Copyright © Sciweavers LLC, 2009-2024, USA.