Removal policies in network caches for World-Wide Web documents
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Machine Learning - Special issue on learning with probabilistic representations
Performance evaluation of Web proxy cache replacement policies
Performance Evaluation - Special issue on modelling techniques and tools for performance evaluation
Data mining: concepts and techniques
Data mining: concepts and techniques
Evolutionary Techniques for Web Caching
Distributed and Parallel Databases
Logistic Regression in an Adaptive Web Cache
IEEE Internet Computing
Role of Aging, Frequency, and Size in Web Cache Replacement Policies
HPCN Europe 2001 Proceedings of the 9th International Conference on High-Performance Computing and Networking
WebTraff: A GUI for Web Proxy Cache Workload Modeling and Analysis
MASCOTS '02 Proceedings of the 10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
A survey of Web cache replacement strategies
ACM Computing Surveys (CSUR)
Web cache optimization with nonlinear model using object features
Computer Networks: The International Journal of Computer and Telecommunications Networking
A data cube model for prediction-based web prefetching
Journal of Intelligent Information Systems - Special issue on web intelligence
Bayesian network based software reliability prediction with an operational profile
Journal of Systems and Software
A decision tree-based attribute weighting filter for naive Bayes
Knowledge-Based Systems
Cost-aware WWW proxy caching algorithms
USITS'97 Proceedings of the USENIX Symposium on Internet Technologies and Systems on USENIX Symposium on Internet Technologies and Systems
Software maintenance project delays prediction using Bayesian Networks
Expert Systems with Applications: An International Journal
Top 10 algorithms in data mining
Knowledge and Information Systems
Mining web logs to improve hit ratios of prefetching and caching
Knowledge-Based Systems
Bayesian networks for phone duration prediction
Speech Communication
Intelligent Web Caching Using Neurocomputing and Particle Swarm Optimization Algorithm
AMS '08 Proceedings of the 2008 Second Asia International Conference on Modelling & Simulation (AMS)
Web proxy cache replacement scheme based on back-propagation neural network
Journal of Systems and Software
A new approach for a proxy-level web caching mechanism
Decision Support Systems
Performance evaluation for implementations of a network of proxy caches
Decision Support Systems
An admission-control technique for delay reduction in proxy caching
Decision Support Systems
A sequential feature extraction approach for naïve bayes classification of microarray data
Expert Systems with Applications: An International Journal
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Improvement of the neural network proxy cache replacement strategy
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
The BATmobile: towards a Bayesian automated taxi
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
An application of Bayesian network for predicting object-oriented software maintainability
Information and Software Technology
Bayesian network classifiers versus selective k-NN classifier
Pattern Recognition
Data Mining with Decision Trees: Theroy and Applications
Data Mining with Decision Trees: Theroy and Applications
A neural network proxy cache replacement strategy and its implementation in the Squid proxy server
Neural Computing and Applications
Neuro-fuzzy system in partitioned client-side Web cache
Expert Systems with Applications: An International Journal
Web cache replacement policies: a pragmatic approach
IEEE Network: The Magazine of Global Internetworking
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Web proxy caching is one of the most successful solutions for improving the performance of Web-based systems. In Web proxy caching, the popular Web objects that are likely to be revisited in the near future are stored on the proxy server, which plays the key roles between users and Web sites in reducing the response time of user requests and saving the network bandwidth. However, the difficulty in determining the ideal Web objects that will be re-visited in the future is still a problem faced by existing conventional Web proxy caching techniques. In this paper, a Naive Bayes (NB) classifier is used to enhance the performance of conventional Web proxy caching approaches such as Least-Recently-Used (LRU) and Greedy-Dual-Size (GDS). NB is intelligently incorporated with conventional Web proxy caching techniques to form intelligent and effective caching approaches known as NB-GDS, NB-LRU and NB-DA. Experimental results have revealed that the proposed NB-GDS, NB-LRU and NB-DA significantly improve the performances of the existing Web proxy caching approaches across several proxy datasets.