Data Mining Special Issue in Annals of Information Systems /
Over the course of the last twenty years, research in data mining has seen a substantial increase in interest, attracting original contributions from various disciplines including computer science, statistics, operations research, and information systems. Data mining supports a wide range of applica...
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| Other Authors: | , , |
| Format: | Electronic |
| Language: | English |
| Published: |
Boston, MA :
Springer US,
2010.
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| Edition: | 1. |
| Series: | Annals of Information Systems,
8 |
| Subjects: | |
| Online Access: | https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4419-1280-0 |
Table of Contents:
- Data mining and information systems
- Response-Based Segmentation Using Finite Mixture Partial Least Squares
- Building Acceptable Classification Models
- Mining Interesting Rules Without Support Requirement
- Classification Techniques and Error Control in Logic Mining
- An Extended Study of the Discriminant Random Forest
- Prediction with the SVM using test point margins
- Effects of Oversampling versus Cost-sensitive Learning for Bayesian and SVM Classifiers
- The Impact of Small Disjuncts on Classifier Learning
- Predicting Customer Loyalty Labels in a Large Retail Database
- PCA-based Time Series Similarity Search
- Evolutionary Optimization of Least-Squares Support Vector Machines
- Genetically Evolved kNN Ensembles
- Behaviorally Founded Recommendation Algorithm for Browsing
- Using Web Text Mining to Predict Future Events
- Avoiding Attribute Disclosure with the (Extended) p-Sensitive k-Anonymity Model
- Privacy Preserving Random Kernel Classification of Checkerboard Partitioned Data.