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ICNC
2005
Springer
16 years 14 days ago
Training Data Selection for Support Vector Machines
Abstract. In recent years, support vector machines (SVMs) have become a popular tool for pattern recognition and machine learning. Training a SVM involves solving a constrained qua...
Jigang Wang, Predrag Neskovic, Leon N. Cooper
ICSOC
2005
Springer
16 years 14 days ago
Handling Faults in Decentralized Orchestration of Composite Web Services
Abstract. Composite web services can be orchestrated in a decentralized manner by breaking down the original service specification into a set of partitions and executing them on a...
Girish Chafle, Sunil Chandra, Pankaj Kankar, Vijay...
ICSOC
2005
Springer
16 years 14 days ago
A Service Oriented Architecture for Deploying and Managing Network Services
Abstract. New generation network services must be deployed and managed according to the specific customer requirements. In this context, service providers must devise a way to des...
Victor A. S. M. de Souza, Eleri Cardozo
ICTCS
2005
Springer
16 years 14 days ago
Improved Algorithms for Polynomial-Time Decay and Time-Decay with Additive Error
Abstract. We consider the problem of maintaining polynomial and exponential decay aggregates of a data stream, where the weight of values seen from the stream diminishes as time el...
Tsvi Kopelowitz, Ely Porat
IDEAL
2005
Springer
16 years 14 days ago
Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model
Abstract. The work presented in this paper shows the capability of a connectionist model, based on a statistical technique called Exploratory Projection Pursuit (EPP), to identify ...
Álvaro Herrero, Emilio Corchado, José...
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