Richard Weber

Dayana Saltos

IEEE Trans. Fuzzy Syst., October, 2024

Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2024

2023

Generalized black hole clustering algorithm.

[BibT_eX]

[DOI]

Ramiro Saltos

Pattern Recognit. Lett., December, 2023

Dynamic community detection including node attributes.

[BibT_eX]

[DOI]

Renny Márquez

Expert Syst. Appl., August, 2023

2022

Rough-Fuzzy Support Vector Clustering with OWA Operators.

[BibT_eX]

[DOI]

Inteligencia Artif., 2022

2020

Credit scoring using three-way decisions with probabilistic rough sets.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Integrating relations and criminal background to identifying key individuals in crime networks.

[BibT_eX]

[DOI]

Fredy Troncoso

Decis. Support Syst., 2020

A novel approach to detect associations in criminal networks.

[BibT_eX]

[DOI]

Fredy Troncoso

Decis. Support Syst., 2020

2019

Overlapping Community Detection in Static and Dynamic Social Networks.

[BibT_eX]

[DOI]

Renny Márquez

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

A non-negative matrix factorization approach to update communities in temporal networks using node features.

[BibT_eX]

[DOI]

Renny Márquez

André C. P. L. F. de Carvalho

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

dynXcube - Categorizing dynamic data analysis.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Fifty years of Information Sciences: A bibliometric overview.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Metro Uses a Simulation-Optimization Approach to Improve Fare-Collection Shift Scheduling.

[BibT_eX]

[DOI]

Interfaces, 2018

Dynamic Rough-Fuzzy Support Vector Domain Description for Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Dynamic Rough-Fuzzy Support Vector Clustering.

[BibT_eX]

[DOI]

Ramiro Saltos

IEEE Trans. Fuzzy Syst., 2017

Adversarial classification using signaling games with an application to phishing detection.

[BibT_eX]

[DOI]

Gaston L'Huillier

Data Min. Knowl. Discov., 2017

Special issue "Applied soft computing for business analytics".

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

2016

A Rough-Fuzzy approach for Support Vector Clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2016

2015

Editorial of the special issue data analysis and intelligent optimization with applications.

[BibT_eX]

[DOI]

Vadim V. Strijov

Gerhard-Wilhelm Weber

Süreyya Özögür-Akyüz

Mach. Learn., 2015

Improving credit scoring by differentiating defaulter behaviour.

[BibT_eX]

[DOI]

Lyn C. Thomas

J. Oper. Res. Soc., 2015

Kernel Penalized K-means: A feature selection method based on Kernel K-means.

[BibT_eX]

[DOI]

Emilio Carrizosa

Inf. Sci., 2015

Advanced conjoint analysis using feature selection via support vector machines.

[BibT_eX]

[DOI]

Ricardo Montoya

Eur. J. Oper. Res., 2015

Profit-based feature selection using support vector machines - General framework and an application for customer retention.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Rough-Fuzzy Support Vector Domain Description for outlier detection.

[BibT_eX]

[DOI]

Richard Weber Haas

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014

Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines.

[BibT_eX]

[DOI]

Fazel Famili

Inf. Sci., 2014

Feature selection for Support Vector Machines via Mixed Integer Linear Programming.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Development and application of consumer credit scoring models using profit-based classification measures.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2014

2013

Generating crime data using agent-based simulation.

[BibT_eX]

[DOI]

Nelson Devia

Comput. Environ. Urban Syst., 2013

Soft clustering - Fuzzy and rough approaches and their extensions and derivatives.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2013

Granting and managing loans for micro-entrepreneurs: New developments and practical experiences.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2013

2012

Dynamic clustering with soft computing.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2012

Dynamic rough clustering and its applications.

[BibT_eX]

[DOI]

René Nowatzke

Appl. Soft Comput., 2012

2011

Simultaneous feature selection and classification using kernel-penalized support vector machines.

[BibT_eX]

[DOI]

Jayanta Basak

Inf. Sci., 2011

A class of dynamic rough partitive algorithms.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2011

Future trends in business analytics and optimization.

[BibT_eX]

[DOI]

Intell. Data Anal., 2011

Embedded Feature Selection for Support Vector Machines: State-of-the-Art and Future Challenges.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Semi-supervised Constrained Clustering with Cluster Outlier Filtering.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010

A model updating strategy for predicting time series with seasonal patterns.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2010

Latent semantic analysis and keyword extraction for phishing classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2010

Modeling Pricing Strategies Using Game Theory and Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Feature selection for support vector regression via Kernel penalization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Game Theory & Data Mining model for price dynamics in financial institutions.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Uncertainty modeling in dynamic clustering - A soft computing perspective.

[BibT_eX]

[DOI]

Fernando A. Crespo

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Online phishing classification using adversarial data mining and signaling games.

[BibT_eX]

[DOI]

Gaston L'Huillier

SIGKDD Explor., 2009

A wrapper method for feature selection using Support Vector Machines.

[BibT_eX]

[DOI]

Inf. Sci., 2009

2008

Evolutionary Rough k-Medoid Clustering.

[BibT_eX]

[DOI]

Martin Lampart

Trans. Rough Sets, 2008

Special issue on soft computing for dynamic data mining.

[BibT_eX]

[DOI]

Witold Pedrycz

Appl. Soft Comput., 2008

An Application of Rough Set Concepts to Workflow Management.

[BibT_eX]

[DOI]

Roger Tagg

Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A Dynamic Approach to Rough Clustering.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2008

A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007

Improved supply chain management based on hybrid demand forecasts.

[BibT_eX]

[DOI]

Luis Aburto

Appl. Soft Comput., 2007

A Sequential Hybrid Forecasting System for Demand Prediction.

[BibT_eX]

[DOI]

Luis Aburto

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

2006

A Forecasting Methodology Using Support Vector Regression and Dynamic Feature Selection.

[BibT_eX]

[DOI]

J. Inf. Knowl. Manag., 2006

A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns.

[BibT_eX]

[DOI]

Sven F. Crone

Proceedings of the Artificial Intelligence in Theory and Practice, 2006

The Impact of Preprocessing on Support Vector Regression and Neural Networks in Time Series Prediction.

[BibT_eX]

Sven F. Crone

Proceedings of the 2006 International Conference on Data Mining, 2006

2005

Acquisition and Maintenance of Knowledge for Online Navigation Suggestions.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2005

A methodology for dynamic data mining based on fuzzy clustering.

[BibT_eX]

[DOI]

Fernando A. Crespo

Fuzzy Sets Syst., 2005

Linear Penalization Support Vector Machines for Feature Selection.

[BibT_eX]

[DOI]

Ricardo Montoya

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

A Hybrid Forecasting Methodology using Feature Selection and Support Vector Regression.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

A New Similarity Measure to Understand Visitor Behavior in a Web Site.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2004

A methodology for web usage mining and its application to target group identification.

[BibT_eX]

[DOI]

Sandro Araya

Mariano Silva

Fuzzy Sets Syst., 2004

A Methodology to Find Web Site Keywords.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on e-Technology, 2004

2003

Soquimich Uses a System Based on Mixed-Integer Linear Programming and Expert Systems to Improve Customer Service.

[BibT_eX]

[DOI]

Ana María Angel

Luis Alberto Taladriz

Interfaces, 2003

Using the KDD Process to Support Web Site Reconfigurations.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Using Self Organizing Feature Maps to Acquire Knowledge about Visitor Behavior in a Web Site.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Improving Risk Grouping Rules for Prostate Cancer Patients Using Self-Organizing Maps.

[BibT_eX]

Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2002

Voice Codification using Self Organizing Maps as Data Mining Tool.

[BibT_eX]

Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002

Identifying web usage behavior of bank customers.

[BibT_eX]

[DOI]

Sandro Araya

Mariano Silva

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2002

2000

Komplexitätsreduktion in der Szenarioanalyse mit Hilfe dynamischer Fuzzy-Datenanalyse.

[BibT_eX]

[DOI]

OR Spectr., 2000

1999

Automatic fault detection in gearboxes by dynamic fuzzy data analysis.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 1999

Dynamic fuzzy data analysis based on similarity between functions.

[BibT_eX]

[DOI]

Arno Joentgen

Lara Mikenina

Fuzzy Sets Syst., 1999

1997

Data Preprocessing and Intelligent Data Analysis.

[BibT_eX]

[DOI]

Intell. Data Anal., 1997

1992

Entwicklung und Anwendung von Verfahren zur automatischen Akquisition unsicheren Wissens.

[BibT_eX]

[DOI]

PhD thesis, 1992

1991

Automatische Akquisition von unscharfem Expertenwissen.

[BibT_eX]