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INCDM
2010
Springer
166views Data Mining» more  INCDM 2010»
8 years 4 months ago
Comparison of Redundancy and Relevance Measures for Feature Selection in Tissue Classification of CT Images
In this paper we report on a study on feature selection within the minimum
Benjamin Auffarth, Maite López, Jesú...
INCDM
2010
Springer
172views Data Mining» more  INCDM 2010»
8 years 4 months ago
Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths
Many real world systems can be modeled as networks or graphs. Clustering algorithms that help us to organize and understand these networks are usually referred to as, graph based c...
Faraz Zaidi, Daniel Archambault, Guy Melanç...
INCDM
2010
Springer
138views Data Mining» more  INCDM 2010»
8 years 4 months ago
Learning Discriminative Distance Functions for Case Retrieval and Decision Support
The importance of learning distance functions is gradually being acknowledged by the machine learning community, and different techniques are suggested that can successfully learn ...
Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou
INCDM
2010
Springer
208views Data Mining» more  INCDM 2010»
8 years 8 months ago
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis
Abstract. Leveraging the power of increasing amounts of data to analyze customer base for attracting and retaining the most valuable customers is a major problem facing companies i...
Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barb...
INCDM
2010
Springer
248views Data Mining» more  INCDM 2010»
8 years 8 months ago
Aircraft Engine Health Monitoring Using Self-Organizing Maps
Etienne Côme, Marie Cottrell, Michel Verleys...
INCDM
2010
Springer
125views Data Mining» more  INCDM 2010»
8 years 8 months ago
Web-Site Boundary Detection
Defining the boundaries of a web-site, for (say) archiving or information retrieval purposes, is an important but complicated task. In this paper a web-page clustering approach to...
Ayesh Alshukri, Frans Coenen, Michele Zito
INCDM
2010
Springer
308views Data Mining» more  INCDM 2010»
8 years 8 months ago
Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool
We present rminer, our open source library for the R tool that facilitates the use of data mining (DM) algorithms, such as neural Networks (NNs) and support vector machines (SVMs),...
Paulo Cortez
INCDM
2010
Springer
134views Data Mining» more  INCDM 2010»
8 years 8 months ago
Moving Targets
Giorgio Giacinto
INCDM
2010
Springer
486views Data Mining» more  INCDM 2010»
8 years 8 months ago
Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy
This paper describes an approach to temporal pattern mining using the concept of user de ned temporal prototypes to de ne the nature of the trends of interests. The temporal patt...
Vassiliki Somaraki, Deborah Broadbent, Frans Coene...
INCDM
2010
Springer
152views Data Mining» more  INCDM 2010»
8 years 9 months ago
Spam Email Filtering Using Network-Level Properties
Abstract. Spam is serious problem that affects email users (e.g. phishing attacks, viruses and time spent reading unwanted messages). We propose a novel spam email filtering appr...
Paulo Cortez, André Correia, Pedro Sousa, M...
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