Searching for authors named "Lefteris Angelis" – sorted by Relevance.
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2004 IEEE lntemational Conference on Systems, Man and Cybemetics A Probabilistic Validation Algorithm for Web Users’
- Abstract- Cluster analysis is one ofthe most important aspects in the data mining processfor discovering groups and identifying interesting distributions or partems over the considered data sets. In the context of Web data mining, model-based clustering algorithms are ofreii used to cluster similar
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A Simulated Annealing Approach for Multimedia Data Placement
- Multimedy applications arecharacterized bytheir strong timing requirementsand constraintsand thusmultimedy dul storage is a critical issue in the overall system's performanceand functionality. This paperdpery)%% multimedfi dul representationmodre that e#ectivelyguid dec placementtoward the improveme
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Performance and Effectiveness Trade-Off for Checkpointing in Fault Tolerant Distributed Systems
- Checkpointing has a crucial impact on systems' performance and fault tolerance effectiveness: excessive checkpointing results in performance degradation, while deficient checkpointing incurs expensive recovery. In distributed systems with independent checkpoint activities there is no easy way to det
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Clustering Classifiers for Knowledge Discovery from Physically Distributed Databases
- Most distributed classification approaches view data distribution as a technical issue and combine local models aiming at a single global model. This however, is unsuitable for inherently distributed databases, which are often described by more than one classification models that might di#er concept
- Cited by 3 (1 self) – Add To MetaCart
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Simulation Metamodeling for the Design of Reliable Object Based Systems
- Replication is a suitable approach for the provision of fault tolerance and load balancing in distributed systems. Object replication takes place on the basis of well-designed interaction protocols that preserve object state consistency in an application transparent manner. The published analytic pe
- Cited by 1 (0 self) – Add To MetaCart
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Applied Multiresponse Metamodeling for Queuing Network Simulation Experiments: Problems and Perspectives
- A complete performance evaluation study of a simulated system should consider possible alternatives and response predictions to potential parameter changes. Simulation sensitivity analysis and metamodeling constitute an efficient approach for this kind of problems. However, this approach is usually
- Cited by 6 (5 self) – Add To MetaCart
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A probabilistic validation algorithm for Web users’ clusters
- Abstract – Cluster analysis is one of the most important aspects in the data mining process for discovering groups and identifying interesting distributions or patterns over the considered data sets. In the context of Web data mining, model-based clustering algorithms are often used to cluster simil
- Cited by 2 (1 self) – Add To MetaCart
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A study on workload characterization for a Web proxy server
- The popularity of the World-Wide-Web has increased dramatically in the past few years. Web proxy servers have an important role in reducing server loads, network traffic, and client request latencies. This paper presents a detailed workload characterization study of a busy Web proxy server. The stud
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Selective fusion of heterogeneous classifiers
- There are two main paradigms in combining different classification algorithms: Classifier Selection and Classifier Fusion. The first one selects a single model for classifying a new instance, while the lat-ter combines the decisions of all models. The work presented in this paper stands in between t
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Validation and interpretation of Web users ’ sessions clusters Abstract
- Understanding users ’ navigation on the Web is important towards improving the quality of information and the speed of accessing large-scale Web data sources. Clustering of users ’ navigation into sessions has been proposed in order to identify patterns and similarities which are then managed in the
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