Scientific Applications of Grid Computing
First International Workshop, SAG 2004, Bei**g, China, September 20-24, 2004, Revised Selected and Invited Papers
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Article
Open AccessGPT for medical entity recognition in Spanish
In recent years, there has been a remarkable surge in the development of Natural Language Processing (NLP) models, particularly in the realm of Named Entity Recognition (NER). Models such as BERT have demonstr...
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Article
Open AccessEffects of sustained daily latanoprost application on anterior chamber anatomy and physiology in mice
Latanoprost is a common glaucoma medication. Here, we study longitudinal effects of sustained latanoprost treatment on intraocular pressure (IOP) in C57BL/6J mice, as well as two potential side-effects, change...
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Article
Semi-supervised projected model-based clustering
We present an adaptation of model-based clustering for partially labeled data, that is capable of finding hidden cluster labels. All the originally known and discoverable clusters are represented using localiz...
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Chapter and Conference Paper
Semi-supervised Projected Clustering for Classifying GABAergic Interneurons
A systematic classification of neuron types is a critical topic of debate in neuroscience. In this study, we propose a semi-supervised projected clustering algorithm based on finite mixture models and the expe...
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Article
A new initialization procedure for the distributed estimation of distribution algorithms
Estimation of distribution algorithms (EDAs) are one of the most promising paradigms in today’s evolutionary computation. In this field, there has been an incipient activity in the so-called parallel estimatio...
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Chapter and Conference Paper
EDA-Based Logistic Regression Applied to Biomarkers Selection in Breast Cancer
Logistic regression (LR) is a simple and efficient supervised learning algorithm for estimating the probability of an outcome variable. This algorithm is widely accepted and used in medicine for classification...
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Article
Open AccessA review of estimation of distribution algorithms in bioinformatics
Evolutionary search algorithms have become an essential asset in the algorithmic toolbox for solving high-dimensional optimization problems in across a broad range of bioinformatics problems. Genetic algorithm...
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Chapter
GA-EDA: A New Hybrid Cooperative Search Evolutionary Algorithm
Hybrid metaheuristics have received considerable interest in recent years. A wide variety of hybrid approaches have been proposed in the literature. In this paper a new hybrid approach, named GA-EDA, is presen...
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Book and Conference Proceedings
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Chapter and Conference Paper
GAM: A Grid Awareness Model for Grid Environments
In this paper, we present a new extension and reinterpretation of one of the most successful models of awareness in Computer Supported Cooperative Work (CSCW), called the Spatial Model of Interaction (SMI), wh...
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Chapter and Conference Paper
Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction
All sort of organizations needs as many information about their target population. Public datasets provides one important source of this information. However, the use of these databases is very difficult due t...
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Chapter and Conference Paper
A Flexible Two-Level I/O Architecture for Grids
One of the major advantages of Grid Computing (GC) technology is the use of geographically distributed resources. Nevertheless, just like any kind of systems, GC environments have a great problem: I/O system i...
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Chapter and Conference Paper
1st International Workshop on Knowledge and Data Mining Grid
We wish to extend a warm welcome to the readers of the First International Workshop on Knowledge and Data Mining Grid (KDMG’05) proceedings. This workshop was held in June 2005, in conjunction with the 3rd Atl...
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Chapter and Conference Paper
DCP-Grid A Framework for Concurrent Distributed Transactions on Grid Environments
This paper presents a Framework for Concurrent Distribute Transaction processing over Grid Environment, called DCP-Grid. DCP-Grid complements Web Services with some OGSI functionalities to implement the Two Ph...
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Chapter and Conference Paper
GADA 2005 PC Co-chairs’ Message
We wish to extend a warm welcome to GADA’05, The Second International Workshop on Grid Computing and its Application to Data Analysis, held in Ayia Napa (Cyprus), in conjunction with the On The Move Federated ...
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Chapter and Conference Paper
DCP-Grid, a Framework for Conversational Distributed Transactions on Grid Environments
This paper presents a Framework for Distribute Transaction processing over Grid Environment, called DCP-Grid. DCP-Grid complements Web Services with some OGSI functionalities to implement the Two Phase Commit (2-...
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Chapter and Conference Paper
Adapting the Weka Data Mining Toolkit to a Grid Based Environment
Data Mining is playing a key role in most enterprises, which have to analyse great amounts of data in order to achieve higher profits. Nevertheless, due to the large datasets involved in this process, the data...
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Chapter
A Multiagent Infrastructure for Data-Intensive Grid Applications
Grid constitutes a new computing paradigm, which inherits a great number of its features from distributed systems. This new paradigm enables resource-sharing across networks, being data one of the most importa...
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Chapter and Conference Paper
Optimizations Based on Hints in a Parallel File System
Existing parallel file systems provide applications a little control for optimizing I/O accesses. Most of these systems use optimization techniques transparent to the applications, limiting the performance ach...
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Chapter and Conference Paper
Design and Evaluation of an Agent-Based Communication Model for a Parallel File System
Agent paradigm has become one of the most important topics appeared and widely developed in computing systems in the last decade. This paradigm is being sucessfully used in a large number of fields. MAPFS is a...
