Jesús S. Aguilar-Ruiz

According to our database1, Jesús S. Aguilar-Ruiz
  • authored at least 158 papers between 1998 and 2016.
  • has a "Dijkstra number"2 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepage:

On csauthors.net:

Bibliography

2016
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Extending Probabilistic Encoding for Discovering Biclusters in Gene Expression Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015
Building Transcriptional Association Networks in Cytoscape with RegNetC.
IEEE/ACM Trans. Comput. Biology Bioinform., 2015

Biclustering on expression data: A review.
Journal of Biomedical Informatics, 2015

A new multiple classifier system for the prediction of protein's contacts map.
Inf. Process. Lett., 2015

Integrating biological knowledge based on functional annotations for biclustering of gene expression data.
Computer Methods and Programs in Biomedicine, 2015

Scatter search-based identification of local patterns with positive and negative correlations in gene expression data.
Appl. Soft Comput., 2015

Soft computing methods for the prediction of protein tertiary structures: A survey.
Appl. Soft Comput., 2015

An Efficient Nearest Neighbor Method for Protein Contact Prediction.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

2014
Evolutionary decision rules for predicting protein contact maps.
Pattern Anal. Appl., 2014

A similarity-based approach for data stream classification.
Expert Syst. Appl., 2014

2013
Configurable pattern-based evolutionary biclustering of gene expression data.
Algorithms for Molecular Biology, 2013

Synergies of genes in Alzheimer's disease.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Improving the Efficiency of MECoMaP: A Protein Residue-Residue Contact Predictor.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

An efficient decision rule-based system for the protein residue-residue contact prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Searching for rules to detect defective modules: A subgroup discovery approach.
Inf. Sci., 2012

Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches.
Expert Syst. Appl., 2012

An effective measure for assessing the quality of biclusters.
Comp. in Bio. and Med., 2012

Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural features.
Bioinformatics, 2012

An Instance Based Learning Model for Classification in Data Streams with Concept Change.
Proceedings of the 11th Mexican International Conference on Artificial Intelligence, 2012

Using Short-Range Interactions and Simulated Genetic Strategy to Improve the Protein Contact Map Prediction.
Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012

Short-Range Interactions and Decision Tree-Based Protein Contact Map Predictor.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

Prediction of Mitochondrial Matrix Protein Structures Based on Feature Selection and Fragment Assembly.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

A NSGA-II Algorithm for the Residue-Residue Contact Prediction.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

2011
Energy Time Series Forecasting Based on Pattern Sequence Similarity.
IEEE Trans. Knowl. Data Eng., 2011

Discovery of motifs to forecast outlier occurrence in time series.
Pattern Recognition Letters, 2011

Predicting protein distance maps according to physicochemical properties.
J. Integrative Bioinformatics, 2011

CarGene: Characterisation of sets of genes based on metabolic pathways analysis.
IJDMB, 2011

GO-based Functional Dissimilarity of Gene Sets.
BMC Bioinformatics, 2011

A biclustering algorithm for extracting bit-patterns from binary datasets.
Bioinformatics, 2011

Prognostic transcriptional association networks: a new supervised approach based on regression trees.
Bioinformatics, 2011

Biclustering of Gene Expression Data by Correlation-Based Scatter Search.
BioData Mining, 2011

Evolutionary computation for the prediction of secondary protein structures.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Prediction of Protein Distance Maps by Assembling Fragments According to Physicochemical Similarities.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

Residue-Residue Contact Prediction Based on Evolutionary Computation.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

A local search in Scatter Search for improving Biclusters.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Evolutionary biclustering based on expression patterns.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Inferring gene coexpression networks with Biclustering based on Scatter Search.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Gene-gene interaction based clustering method for microarray data.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A multi-objective genetic algorithm for the Protein Structure Prediction.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Classification Model for Data Streams Based on Similarity.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

DTP: Decision Tree-Based Predictor of Protein Contact Map.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

Gene Regulatory Networks Validation Framework Based in KEGG.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Evolutionary Protein Contact Maps Prediction Based on Amino Acid Properties.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

A novel probabilistic encoding for EAs applied to biclustering of microarray data.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A Decision Tree-Based Method for Protein Contact Map Prediction.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

A Nearest Neighbour-Based Approach for Viral Protein Structure Prediction.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

An Evolutionary Approach for Protein Contact Map Prediction.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

Pattern Recognition in Biological Time Series.
Proceedings of the Advances in Artificial Intelligence, 2011

Gene Networks Validation based on Metabolic Pathways.
Proceedings of the 11th IEEE International Conference on Bioinformatics and Bioengineering, 2011

2010
Inferring gene regression networks with model trees.
BMC Bioinformatics, 2010

Gene association analysis: a survey of frequent pattern mining from gene expression data.
Briefings in Bioinformatics, 2010

Evolutionary metaheuristic for biclustering based on linear correlations among genes.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Measuring the Quality of Shifting and Scaling Patterns in Biclusters.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

Alpha Helix Prediction Based on Evolutionary Computation.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data.
Proceedings of the Evolutionary Computation, 2010

2009
Improved biclustering on expression data through overlapping control.
Int. J. Intelligent Computing and Cybernetics, 2009

A Hybrid Metaheuristic for Biclustering Based on Scatter Search and Genetic Algorithms.
Proceedings of the Pattern Recognition in Bioinformatics, 2009

An Overlapping Control-Biclustering Algorithm from Gene Expression Data
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008
Best Agglomerative Ranked Subset for Feature Selection.
Proceedings of the Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery, 2008

Knowledge discovery from data streams.
Intell. Data Anal., 2008

Evolutionary techniques applied to the optimal short-term scheduling of the electrical energy production.
European Journal of Operational Research, 2008

Filling the gap between biology and computer science.
BioData Mining, 2008

Special track on Data Streams: editorial message.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

LBF: A Labeled-Based Forecasting Algorithm and Its Application to Electricity Price Time Series.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A Novel Approach for Avoiding Overlapping Among Biclusters in Expression Data.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007
Natural Encoding for Evolutionary Supervised Learning.
IEEE Trans. Evolutionary Computation, 2007

Detecting Fault Modules Applying Feature Selection to Classifiers.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Discovering alpha -Patterns from Gene Expression Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Biclusters Evaluation Based on Shifting and Scaling Patterns.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

A Deterministic Model to Infer Gene Networks from Microarray Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

A multi-objective approach to discover biclusters in microarray data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Evolutionary Search of Biclusters by Minimal Intrafluctuation.
Proceedings of the FUZZ-IEEE 2007, 2007

Virtual Error: A New Measure for Evolutionary Biclustering.
Proceedings of the Evolutionary Computation, 2007

Attribute Selection in Software Engineering Datasets for Detecting Fault Modules.
Proceedings of the 33rd EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA 2007), 2007

Detection of Microcalcifications in Mammographies Based on Linear Pixel Prediction and Support-Vector Machines.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Biclustering of Expression Data with Evolutionary Computation.
IEEE Trans. Knowl. Data Eng., 2006

Incremental wrapper-based gene selection from microarray data for cancer classification.
Pattern Recognition, 2006

An Overview on Learning from Data Streams.
New Generation Comput., 2006

A Comparison of Effort Estimation Methods for 4gl Programs: Experiences with Statistics and Data Mining.
International Journal of Software Engineering and Knowledge Engineering, 2006

Data streams classification by incremental rule learning with parameterized generalization.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Editorial message: special track on data streams.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Gene Ranking from Microarray Data for Cancer Classification-A Machine Learning Approach.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Shifting Patterns Discovery in Microarrays with Evolutionary Algorithms.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

A Measure for Data Set Editing by Ordered Projections.
Proceedings of the Advances in Applied Artificial Intelligence, 2006

Neighborhood-Based Clustering of Gene-Gene Interactions.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Biclustering of Gene Expression Data Based on Local Nearness.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Databases Reduction Simultaneously by Ordered Projection.
Proceedings of the Discovery Science, 9th International Conference, 2006

2005
Knowledge-based fast evaluation for evolutionary learning.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005

Incremental Rule Learning and Border Examples Selection from Numerical Data Streams.
J. UCS, 2005

Connecting Segments for Visual Data Exploration and Interactive Mining of Decision Rules.
J. UCS, 2005

Data Streams J.UCS Special Issue.
J. UCS, 2005

Visual Data Mining.
J. UCS, 2005

Shifting and scaling patterns from gene expression data.
Bioinformatics, 2005

Incremental rule learning based on example nearness from numerical data streams.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Editorial message: special track on data streams.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Evolutionary computation for biclustering of gene expression.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Heuristic Search over a Ranking for Feature Selection.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

An Approach to Reduce the Cost of Evaluation in Evolutionary Learning.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Analysis of Feature Rankings for Classification.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Feature influence for evolutionary learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

GA-based approach to discover meaningful biclusters.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Evolutionary Biclustering of Microarray Data.
Proceedings of the Applications of Evolutionary Computing, 2005

2004
Evolutionary segmentation of yeast genome.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Discovering decision rules from numerical data streams.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Knowledge discovery from doctor-patient relationship.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Editorial message: special track on data streams.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Wrapper for Ranking Feature Selection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Knowledge Discovery in Lymphoma Cancer from Gene-Expression.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Databases Reduction.
Proceedings of the ICEIS 2004, 2004

Statistical Test-Based Evolutionary Segmentation of Yeast Genome.
Proceedings of the Genetic and Evolutionary Computation, 2004

Experimental Evaluation of Discretization Schemes for Rule Induction.
Proceedings of the Genetic and Evolutionary Computation, 2004

Multidimensional Data Visual Exploration by Interactive Information Segments.
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004

Data Mining Approaches to Diffuse Large B-Cell Lymphoma Gene Expression Data Interpretation.
Proceedings of the Data Warehousing and Knowledge Discovery, 6th International Conference, 2004

2003
Evolutionary learning of hierarchical decision rules.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2003

Finding representative patterns with ordered projections.
Pattern Recognition, 2003

Supervised learning by means of accuracy-aware evolutionary algorithms.
Inf. Sci., 2003

An Efficient Data Structure for Decision Rules Discovery.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Prototype-based Mining of Numeric Data Streams.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Visualization Techniques of Management Rules for Software Development Projects.
Proceedings of the 3rd International Conference on Quality Software (QSIC 2003), 2003

Fast Feature Ranking Algorithm.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Reduccion de Bases de Datos.
Proceedings of the VIII Jornadas Ingeniería del Software y Bases de Datos (JISBD 2003), 2003

Minería de Textos y Datos aplicadas a la Extracción de Conocimiento a partir de Mensajes de Correo Electronico.
Proceedings of the VIII Jornadas Ingeniería del Software y Bases de Datos (JISBD 2003), 2003

Fast Feature Selection by Means of Projections.
Proceedings of the Developments in Applied Artificial Intelligence, 2003

Empirical Evaluation of the Difficulty of Finding a Good Value of k for the Nearest Neighbor.
Proceedings of the Computational Science - ICCS 2003, 2003

Natural Coding: A More Efficient Representation for Evolutionary Learning.
Proceedings of the Genetic and Evolutionary Computation, 2003

Mining Low Dimensionality Data Streams of Continuous Attributes.
Proceedings of the Progress in Artificial Intelligence, 2003

Evolutionary Neuroestimation of Fitness Functions.
Proceedings of the Progress in Artificial Intelligence, 2003

NLC: A Measure Based on Projections.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

Clustering Main Concepts from e-Mails.
Proceedings of the Current Topics in Artificial Intelligence, 2003

2002
Projection-based measure for efficient feature selection.
Journal of Intelligent and Fuzzy Systems, 2002

A framework for extracting information with semantics from the Web - An application to knowledge discovery for Web agents.
Int. J. Comput. Syst. Signal, 2002

Generation of Management Rules through System Dynamics and Evolutionary Computation.
Proceedings of the Product Focused Software Process Improvement, 2002

Técnicas de Visualización de Reglas de Gestión para Proyectos de Desarrollo Software.
Proceedings of the VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002), 2002

Una comparativa de métodos para la estimación del esfuerzo en programmas 4GL: experiencias con Estadística y Minería de Datos.
Proceedings of the VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002), 2002

Indexación de Datos para la Evaluación Rápida de Reglas de Decisión.
Proceedings of the VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002), 2002

Visualización de Consultas mediante Segementación de Dimensiones Significativas.
Proceedings of the VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002), 2002

Algoritmo de Aprendizaje de Reglas de Decisión a partir de Flujos de Datos Transaccionales.
Proceedings of the VII Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2002), 2002

Is it Possible to Find a Pattern of k for the Nearest Neighbor?
Proceedings of the International Conference on Artificial Intelligence, 2002

A Pomset-Based Model for Estimating Workcells' Setups in Assembly Sequence Planning.
Proceedings of the Advances in Artificial Intelligence, 2002

SOAP: Efficient Feature Selection of Numeric Attributes.
Proceedings of the Advances in Artificial Intelligence, 2002

Natural Evolutionary Coding: An Application to Estimating Software Development Projects.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Discretization by Maximal Global Goodness.
Proceedings of the FSDK'02, 2002

Improving the Evolutionary Coding for Machine Learning Tasks.
Proceedings of the 15th Eureopean Conference on Artificial Intelligence, 2002

2001
An evolutionary approach to estimating software development projects.
Information & Software Technology, 2001

Data set Editing by Ordered Projection.
Intell. Data Anal., 2001

Removing examples and discovering Hierarchical Decision Rules: With Evolutionary Algorithms.
AI Commun., 2001

SEGESOFT: Entorno de Entrenamiento para la Gestión de Proyectos Software.
Proceedings of the VI Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2001), 2001

Orientando a Aspectos la captura de datos de Internet para activar Reglas de Decisión en Agentes Web.
Proceedings of the VI Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2001), 2001

Separation Surfaces through Genetic Programming.
Proceedings of the Engineering of Intelligent Systems, 2001

SNN: A Supervised Clustering Algorithm.
Proceedings of the Engineering of Intelligent Systems, 2001

Non-parametric Nearest Neighbor with Local Adaptation.
Proceedings of the Progress in Artificial Intelligence, 2001

2000
Discovering hierarchical decision rules with evolutive algorithms in supervised learning.
Int. J. Comput. Syst. Signal, 2000

Data Set Editing by Ordered Projection.
Proceedings of the ECAI 2000, 2000

1999
Three Geometric Approaches for representing Decision Rules in a Supervised Learning System.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1998
Una herramienta basada en algoritmos genéticos para obtener un clasificador jerárquico en aprendizaje supervisado.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 1998

A Tool to Obtain a Hierarchical Qualitative Rules form Quantitative Data.
Proceedings of the Methodology and Tools in Knowledge-Based Systems, 1998

Decision Queue Classifier for Supervised Learning Using Rotated Hyperboxes.
Proceedings of the Progress in Artificial Intelligence, 1998


  Loading...