Author profile: Pontes Balanza, Beatriz
Institutional data
| Name | Pontes Balanza, Beatriz |
| Department | Lenguajes y Sistemas Informáticos |
| Knowledge area | Lenguajes y Sistemas Informáticos |
| Professional category | Profesora Contratada Doctora |
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Statistics
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No. publications
33
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No. visits
1706
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No. downloads
2192
| Publications |
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PhD Thesis
 MOMIC: a Multi-Omics Pipeline for data analysis, integration and interpretation
(2022)
El éxito y la adaptación masiva de técnicas de high-throughput en las ciencias ómicas ha impulsado la biología de sistemas, ... |
Article
MOMIC: A multi-omics pipeline for data analysis, integration and interpretation
(MDPI, 2022)
Background and Objectives: The burst of high-throughput omics technologies has given rise to a new era in systems biology, ... |
Article
A data mining based clinical decision support system for survival in lung cancer
(Via Médica Journals, 2021)
Background: A clinical decision support system (CDSS) has been designed to predict the outcome (overall survival) by ... |
Article
Evolutionary 3D Image Segmentation of Curve Epithelial Tissues of Drosophila melanogaster
(MDPI, 2021)
Analysing biological images coming from the microscope is challenging; not only is it complex to acquire the images, but ... |
Presentation
Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering
(Springer, 2019)
Clustering analysis is one of the most commonly used techniques for uncovering patterns in data mining. Most clustering ... |
| Article |
Article
Data Mining Techniques Applied to Hydrogen Lactose Breath Test
(Public Library of Science, 2017)
n this work, we present the results of applying data mining techniques to hydrogen breath test data. Disposal of H2 gas ... |
Article
Ethnic difference in risk of toxicity in prostate cancer patients treated with dynamic arc radiation therapy
(SAGE Publications, 2015)
Aims and background: The objective of this study was to assess the influence of ethnicity on toxicity in patients treated ... |
Article
Biclustering on expression data: A review
(Elsevier, 2015)
Biclustering has become a popular technique for the study of gene expression data, especially for discovering functionally ... |
Article
Quality Measures for Gene Expression Biclusters
(Public Library of Science, 2015)
An noticeable number of biclustering approaches have been proposed proposed for the study of gene expression data, especially ... |
| Presentation |
Article
Building layered, multilingual sentiment lexicons at synset and lemma levels
(Elsevier, 2014)
Many tasks related to sentiment analysis rely on sentiment lexicons, lexical resources containing information about the ... |
Article
ML-SentiCon: Un lexicón multilingüe de polaridades semánticas a nivel de lemas
(Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 2014)
En este trabajo presentamos un conjunto de lexicones de polaridades semánticas a nivel de lemas para inglés, español, ... |
| Article |
| PhD Thesis |
Article
An effective measure for assessing the quality of biclusters
(Elsevier, 2012)
Biclustering is becoming a popular technique for the study of gene expression data. This is mainly due to the capability ... |
Presentation
Describing the orthology signal in a PPI network at a functional, complex level
(Springer, 2011)
In recent work, stable evolutionary signal induced by orthologous proteins has been observed in a Yeast protein-protein ... |
Presentation
Evolutionary Biclustering based on Expression Patterns
(IEEE Computer Society, 2011)
The majority of the biclustering approaches for microarray data analysis use the Mean Squared Residue (MSR) as the main ... |
Presentation
Measuring the Quality of Shifting and Scaling Patterns in Biclusters
(Springer, 2010)
The most widespread biclustering algorithms use the Mean Squared Residue (MSR) as measure for assessing the quality of ... |
Presentation
VEt : Una medida para la detección de patrones de desplazamiento y escalado en biclusters
(IberGarceta, 2010)
La mayoría de las heurísticas utilizadas para la búsqueda de biclusters en microarrays hacen uso del residuo cuadrático ... |
Article
Improved biclustering on expression data through overlapping control
(Emerald, 2009)
Purpose – The purpose of this paper is to present a novel control mechanism for avoiding overlapping among biclusters in ... |
Presentation
A novel approach for avoiding overlapping among biclusters in expression data
(IEEE Computer Society, 2008)
Biclustering is a technique used in analysis of microarray data. It aims at discovering subsets of genes that presents the ... |
Presentation
Evaluación de biclusters en un entorno evolutivo
(Thomson, 2007)
La mayoría de las heurísticas utilizadas para la búsqueda de biclusters en microarrays hacen uso del residuo cuadrático ... |
Presentation
Evaluación de biclusters mediante intra-fluctuaciones mínimas: un enfoque multi-objetivo
(2007)
Las técnicas de biclustering aplicadas a datos de expresión génica persiguen la extracción de subconjuntos de genes ... |
Presentation
Evolutionary Search of Biclusters by Minimal Intrafluctuation
(IEEE Computer Society, 2007)
Biclustering techniques aim at extracting significant subsets of genes and conditions from microarray gene expression data. ... |
Presentation
Estudio comparativo de medidas de calidad para biclusters en microarrays
(Asociación Española para la Inteligencia Artificial (AEPIA), 2007)
La evaluación de biclusters se ha convertido en una de las tareas más importantes en el análisis de microarrays mediante ... |
Presentation
Virtual Error: A New Measure for Evolutionary Biclustering
(Springer, 2007)
Many heuristics used for finding biclusters in microarray data use the mean squared residue as a way of evaluating the ... |
Presentation
Spade: Algoritmo Evolutivo para Descubrir Patrones de Desplazamiento en Microarrays
(2007)
El interés por extraer conocimiento útil de datos de expresión genómica ha experimentado un enorme auge en los últimos ... |
Presentation
Shifting Patterns Discovery in Microarrays with Evolutionary Algorithms
(Springer, 2006)
In recent years, the interest in extracting useful knowledge from gene expression data has experimented an enormous increase ... |
Presentation
Gene Ranking from Microarray Data for Cancer Classification : A Machine Learning Approach
(Springer, 2006)
Traditional gene selection methods often select the top–ranked genes according to their individual discriminative power. ... |
Presentation
Extracción de patrones de comportamiento en datos de expresión genómica
(Universidad de Almería, 2006)
Los algoritmos de biclustering persiguen obtener subconjuntos de genes que se expresan de una manera similar frente a un ... |
Presentation
Análisis de datos de expresión genética
(Universidad de Almería, 2006)
El análisis de datos de expresión genética es una de las tareas fundamentales dentro de la Bioinformática. Para llevar a ... |
Presentation
Gestión e implementación de una pasarela HTTP-OPC aplicado a una planta solar
(Universidad de Alicante, 2005)
El propósito de este artículo es detallar cómo conseguir un acceso eficiente a datos provenientes de un dispositivo genérico ... |