classification algorithm
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Implementation of Dynamic Bandwidth Allocation Within Open Modular Router
White Paper This scheme also provides for protocol and statistical flow-based classification functions and is able to grant privileged treatment of realtime traffic. This paper describes the design and implementation of a dynamic bandwidth allocation algorithm... [11 Jul 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 in data mining are useful for a wide variety of real time... [10 Jul 2008]
A Load Balancing Algorithm for High Speed Intrusion Detection
White Paper Inspired from the concept of bit entropy and bit flow entropy, a novel load-balancing algorithm named Dimension-based Classification Algorithm (DCA) is introduced in this paper. Based on the contents of fields in IP packet header and some simple... [10 Jul 2008]
Design and Implementation of a Full Bandwidth ATM Firewall
White Paper These bounds can be insured, thanks to a new cell classification algorithm used in combination with an efficient hardware part called IFT. The ATM technology has been specified to provide users with the ability to request Quality of Service (QoS... [10 Jul 2008]
Enhancement of TCP Over Wired/Wireless Networks With Packet Loss Classifiers Inferred by Supervised Learning
White Paper To build this classification algorithm, a database of pre-classified losses is gathered by simulating random network conditions, and classification models are automatically built from this database by using supervised learning methods. [03 Jul 2008]
Web-Page Classification Through Summarization
White Paper This paper proposes a new Webpage classification algorithm based on Web summarization for improving the accuracy. The paper first gives empirical evidence that ideal Web-page summaries generated by human editors can indeed improve the performance... [03 Jul 2008]
Combining Labeled and Unlabeled Data for Text Classification With a Large Number of Categories
White Paper This paper proposes a new algorithm aimed at combining the advantages that ECOC offers for supervised classification with a large number of categories and that of Co-Training for combining labeled and unlabeled data. [03 Jul 2008]
A Comparison of Efficacy and Assumptions of Bootstrapping Algorithms for Training Information Extraction Systems
White Paper This paper provides comparison of a bootstrapping algorithm developed for information extraction, meta-bootstrapping, with two other previously developed or evaluated for document classification, cotraining and coEM. [03 Jul 2008]
A Nonparametric Scoring Algorithm for Identifying Informative Genes from Microarray Data
White Paper In most cases, while the gene expression levels are available for a large number of genes, only a small fraction of these genes may be informative in classification with statistical significance. The article tells about the introduction of a... [03 Jul 2008]
A Packet Classification and Filter Management System
White Paper We then show how this algorithm blends very well with an earlier packet classification algorithm that uses Markers and Precomputation, to give a blended Entry-Pruned Tuple Search with Markers and Precomputation [03 Jul 2008]
Utility-Based Network Adaptation for MPEG-4 Systems
White Paper The utility generator employs a video content classification algorithm to speedup processing and an adaptive prediction algorithm to keep dynamically generated utility functions meaningful over network adaptation time-scales. [03 Jul 2008]
Evaluating Host Intrusion Detection Systems.
White Paper While HIDSs and Network Intrusion Detection Systems (NIDSs) greatly differ, similar evaluations have been performed on both types of IDSs by assessing metrics associated with the classification algorithm (e.g.true positives, false positives). [18 Jun 2008]
Nayve-Bayes Vs. Rule-Learning in Classification of Email
White Paper The author presents three experiments in automatic mail foldering and spam filtering, showing that naiýve bayes outperforms RIPPER in classification accuracy. Two learning methods, naive bayesian learning with bag-valued features and the RIPPER... [21 Feb 2008]
Backup Process Used With Clustered Exchange Server 2003 Servers at Microsoft
White Paper The author presents three experiments in automatic mail foldering and spam filtering, showing that naiyve bayes outperforms RIPPER in classification accuracy. Two learning methods, naive bayesian learning with bag-valued features and the RIPPER... [20 Feb 2008]
Spatial-Temporal Analysis of Passive TCP Measurements
White Paper The algorithm incorporates a new out-of-sequence packet classification technique. It suggests a new root cause criterion and a cost-effective algorithm to identify the root cause links. Algorithm is tested on the collected and simulated data and... [15 Jan 2008]
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