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    DMIN
    2006
    158views Data Mining» more  DMIN 2006»
    Ensemble Selection Using Diversity Networks
    14 years 25 days ago
    Ensemble Selection Using Diversity Networks
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    - An ideal ensemble is composed of base classifiers that perform well and that have minimal overlap in their errors. Eliminating classifiers from an ensemble based on a criterion t...
    Qiang Ye, Paul W. Munro
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    DMIN
    2006
    137views Data Mining» more  DMIN 2006»
    Discovering of Frequent Itemsets with CP-mine Algorithm
    14 years 25 days ago
    Discovering of Frequent Itemsets with CP-mine Algorithm
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    Efficient algorithms to discover frequent patterns are crucial in data mining research. Several effective data structures, such as two-dimensional arrays, graphs, trees, and tries ...
    Nuansri Denwattana, Yutthana Treewai
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    DMIN
    2006
    131views Data Mining» more  DMIN 2006»
    Use of Data Mining to Determine Cheating in Online Student Assessment
    14 years 25 days ago
    Use of Data Mining to Determine Cheating in Online Student Assessment
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    are proposing a model to help organizations detect and prevent cheats in online assessments. First we analyze different student personalities, stress situations generated by onlin...
    Alberto Ochoa, Amol Wagholikar
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    DMIN
    2006
    142views Data Mining» more  DMIN 2006»
    Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)
    14 years 25 days ago
    Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)
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    Clustering is the process of locating patterns in large data sets. It is an active research area that provides value to scientific as well as business applications. Practical clust...
    Junping Sun, William Sverdlik, Samir Tout
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    DMIN
    2006
    164views Data Mining» more  DMIN 2006»
    Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
    14 years 25 days ago
    Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
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    Digital music distribution industry has seen a tremendous growth in resent years. Tasks such us automatic music genre discrimination address new and exciting research challenges. A...
    Xin Jin, Rongfang Bie
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    DMIN
    2006
    146views Data Mining» more  DMIN 2006»
    A Comparison of Two Document Clustering Approaches for Clustering Medical Documents
    14 years 25 days ago
    A Comparison of Two Document Clustering Approaches for Clustering Medical Documents
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    Medical data is often presented as free text in the form of medical reports. Such documents contain important information about patients, disease progression and management, but ar...
    Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Be...
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    DMIN
    2006
    150views Data Mining» more  DMIN 2006»
    Effect of Document Representation on the Performance of Medical Document Classification
    14 years 25 days ago
    Effect of Document Representation on the Performance of Medical Document Classification
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    Text classification in the medical domain is a real world problem with wide applicability. This paper investigates extensively the effect of text representation approaches on the p...
    Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Be...
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    DMIN
    2006
    123views Data Mining» more  DMIN 2006»
    Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies
    14 years 25 days ago
    Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies
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    Intrusion Detection System is an integral component of the computer security infrastructure. It is usually put in place to detect computer security policy violations. While its ro...
    Negmat Mullodzhanov
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    DMIN
    2006
    105views Data Mining» more  DMIN 2006»
    Structural Analysis and Destabilizing Terrorist Networks
    14 years 25 days ago
    Structural Analysis and Destabilizing Terrorist Networks
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    This paper proposed structural analysis and mathematical methods for destabilizing terrorist networks. The three different approaches are discussed for example: (i) cohesion analys...
    Nasrullah Memon, Henrik Legind Larsen
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    DMIN
    2006
    125views Data Mining» more  DMIN 2006»
    Biomedical Hypothesis Generation and Testing by Evolutionary Computation
    14 years 25 days ago
    Biomedical Hypothesis Generation and Testing by Evolutionary Computation
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    - Filtering the immense amount of data available electronically over the World Wide Web is an important task of search engines in data mining applications. Users when performing se...
    Robert Kozma, Anna L. Buczak
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