classification bayesian
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SpamBayes: Effective Open-Source, Bayesian Based, email Classification System
White Paper This paper introduces the SpamBayes classification engine and outlines the most important features and techniques which contribute to its success. The importance of using the indeterminate 'Unsure'... [01 Oct 2008]
Adding Data Mining Support to SPARQL Via Statistical Relational Learning Methods
White Paper The approach is based on traditional SPARQL and statistical relational learning methods, such as Relational Probability Trees and Relational Bayesian Classifiers. The analytical results show that the approach can be used... [01 Oct 2008]
Classification, Clustering and Application in Intrusion Detection System
White Paper This report discusses approaches based on classification techniques like naive bayesian classifiers, neural networks and WINNOW based algorithm. Classification and clustering techniques... [10 Jul 2008]
Feature Deduction and Ensemble Design of Intrusion Detection Systems
White Paper This paper investigated the performance of two feature selection algorithms involving Bayesian Networks (BN) and Classification and Regression Trees CART) and an ensemble of BN and CART. Current... [09 Jul 2008]
Bayesian Event Classification for Intrusion Detection
White Paper Intrusion Detection Systems (IDSs) attempt to identify attacks by comparing collected data to predefined signatures known to be malicious (misuse-based IDSs) or to a model of legal behavior (anomaly-based IDSs). [19 Jun 2008]
Nayve-Bayes Vs. Rule-Learning in Classification of Email
White Paper Two learning methods, naive bayesian learning with bag-valued features and the RIPPER rule-learning algorithm have shown promise in other text categorization tasks. The author presents three experiments in automatic mail... [21 Feb 2008]
Backup Process Used With Clustered Exchange Server 2003 Servers at Microsoft
White Paper Two learning methods, naive bayesian learning with bag-valued features and the RIPPER rule-learning algorithm have shown promise in other text categorization tasks. The author presents three experiments in automatic mail... [20 Feb 2008]
Unifying Statistical Texture Classification Frameworks
White Paper Second, it shows that two classification methodologies, nearest neighbour matching and Bayesian classification, are equivalent for particular choices of the distance measure. The... [19 Jul 2007]
Reconfigurable Antenna Array Architecture for OFDM Receivers
White Paper For these choices, two solutions are here proposed: the classical bayesian channel classification and a fuzzy inference-based selection for a single antenna. Conducted simulations show that the... [14 Apr 2007]
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