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DMIN
2006
158views Data Mining» more  DMIN 2006»
9 years 3 months ago
Ensemble Selection Using Diversity Networks
- 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
DMIN
2006
137views Data Mining» more  DMIN 2006»
9 years 3 months ago
Discovering of Frequent Itemsets with CP-mine Algorithm
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
DMIN
2006
131views Data Mining» more  DMIN 2006»
9 years 3 months ago
Use of Data Mining to Determine Cheating in Online Student Assessment
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
DMIN
2006
142views Data Mining» more  DMIN 2006»
9 years 3 months ago
Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)
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
DMIN
2006
164views Data Mining» more  DMIN 2006»
9 years 3 months ago
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
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
DMIN
2006
146views Data Mining» more  DMIN 2006»
9 years 3 months ago
A Comparison of Two Document Clustering Approaches for Clustering Medical Documents
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...
DMIN
2006
150views Data Mining» more  DMIN 2006»
9 years 3 months ago
Effect of Document Representation on the Performance of Medical Document Classification
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...
DMIN
2006
123views Data Mining» more  DMIN 2006»
9 years 3 months ago
Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies
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
DMIN
2006
105views Data Mining» more  DMIN 2006»
9 years 3 months ago
Structural Analysis and Destabilizing Terrorist Networks
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
DMIN
2006
125views Data Mining» more  DMIN 2006»
9 years 3 months ago
Biomedical Hypothesis Generation and Testing by Evolutionary Computation
- 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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