Richard Weber

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 22

Top Topics

Imbalanced Data Sets

Community Detection

Feature Selection

Top Venues

Eur. J. Oper. Res.

Decis. Support Syst.

Appl. Soft Comput.

Publications

Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Slowinski, Bart Baesens, Robert N. Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda. Eur. J. Oper. Res. 317 (2) (2024)
Renny Márquez, Richard Weber
Dynamic community detection including node attributes. Expert Syst. Appl. 223 (2023)
Ramiro Saltos, Richard Weber
Generalized black hole clustering algorithm. Pattern Recognit. Lett. 176 (2023)
Ramiro Saltos Atiencia, Richard Weber
Rough-Fuzzy Support Vector Clustering with OWA Operators. Inteligencia Artif. 25 (69) (2022)
Sebastián Maldonado, Georg Peters, Richard Weber
Credit scoring using three-way decisions with probabilistic rough sets. Inf. Sci. 507 (2020)
Fredy Troncoso, Richard Weber
Integrating relations and criminal background to identifying key individuals in crime networks. Decis. Support Syst. 139 (2020)
Fredy Troncoso, Richard Weber
A novel approach to detect associations in criminal networks. Decis. Support Syst. 128 (2020)
Renny Márquez, Richard Weber
Overlapping Community Detection in Static and Dynamic Social Networks. WSDM (2019)
Renny Márquez, Richard Weber, André C. P. L. F. de Carvalho
A non-negative matrix factorization approach to update communities in temporal networks using node features. ASONAM (2019)
Georg Peters, Richard Weber
dynXcube - Categorizing dynamic data analysis. Inf. Sci. (2018)
Ramiro Saltos Atiencia, Richard Weber
Dynamic Rough-Fuzzy Support Vector Domain Description for Outlier Detection. FUZZ-IEEE (2018)
José M. Merigó, Witold Pedrycz, Richard Weber, Catalina de la Sotta
Fifty years of Information Sciences: A bibliometric overview. Inf. Sci. 432 (2018)
Jaime Miranda, Pablo A. Rey, Antoine Sauré, Richard Weber
Metro Uses a Simulation-Optimization Approach to Improve Fare-Collection Shift Scheduling. Interfaces 48 (6) (2018)
Ramiro Saltos, Richard Weber, Sebastián Maldonado
Dynamic Rough-Fuzzy Support Vector Clustering. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
Nicolás Figueroa, Gaston L'Huillier, Richard Weber
Adversarial classification using signaling games with an application to phishing detection. Data Min. Knowl. Discov. 31 (1) (2017)
Richard Weber, Cristián Bravo, Rudolf Kruse, Sebastián Maldonado
Special issue "Applied soft computing for business analytics". Appl. Soft Comput. 60 (2017)
Ramiro Saltos Atiencia, Richard Weber
A Rough-Fuzzy approach for Support Vector Clustering. Inf. Sci. 339 (2016)
Sebastián Maldonado, Emilio Carrizosa, Richard Weber
Kernel Penalized K-means: A feature selection method based on Kernel K-means. Inf. Sci. 322 (2015)
Sebastián Maldonado, Ricardo Montoya, Richard Weber
Advanced conjoint analysis using feature selection via support vector machines. Eur. J. Oper. Res. 241 (2) (2015)
Sebastián Maldonado, Álvaro Flores, Thomas Verbraken, Bart Baesens, Richard Weber
Profit-based feature selection using support vector machines - General framework and an application for customer retention. Appl. Soft Comput. 35 (2015)
Vadim V. Strijov, Gerhard-Wilhelm Weber, Richard Weber, Süreyya Özögür-Akyüz
Editorial of the special issue data analysis and intelligent optimization with applications. Mach. Learn. 101 (1-3) (2015)
Cristián Bravo, Lyn C. Thomas, Richard Weber
Improving credit scoring by differentiating defaulter behaviour. J. Oper. Res. Soc. 66 (5) (2015)
Sebastián Maldonado, Juan Pérez, Richard Weber, Martine Labbé
Feature selection for Support Vector Machines via Mixed Integer Linear Programming. Inf. Sci. 279 (2014)
Thomas Verbraken, Cristián Bravo, Richard Weber, Bart Baesens
Development and application of consumer credit scoring models using profit-based classification measures. Eur. J. Oper. Res. 238 (2) (2014)
Sebastián Maldonado, Richard Weber, Fazel Famili
Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines. Inf. Sci. 286 (2014)
Cristián Bravo, Sebastián Maldonado, Richard Weber
Granting and managing loans for micro-entrepreneurs: New developments and practical experiences. Eur. J. Oper. Res. 227 (2) (2013)
Georg Peters, Fernando A. Crespo, Pawan Lingras, Richard Weber
Soft clustering - Fuzzy and rough approaches and their extensions and derivatives. Int. J. Approx. Reason. 54 (2) (2013)
Nelson Devia, Richard Weber
Generating crime data using agent-based simulation. Comput. Environ. Urban Syst. 42 (2013)
Georg Peters, Richard Weber, René Nowatzke
Dynamic rough clustering and its applications. Appl. Soft Comput. 12 (10) (2012)
Georg Peters, Richard Weber
Dynamic clustering with soft computing. WIREs Data Mining Knowl. Discov. 2 (3) (2012)
Georg Peters, Richard Weber
A class of dynamic rough partitive algorithms. Int. J. Intell. Syst. 26 (6) (2011)
Sebastián Maldonado, Richard Weber
Embedded Feature Selection for Support Vector Machines: State-of-the-Art and Future Challenges. CIARP (2011)
Donald E. Brown, Fazel Famili, Gerhard Paass, Kate Smith-Miles, Lyn C. Thomas, Richard Weber, Ricardo Baeza-Yates, Cristián Bravo, Gaston L'Huillier, Sebastián Maldonado
Future trends in business analytics and optimization. Intell. Data Anal. 15 (6) (2011)
Cristián Bravo, Richard Weber
Semi-supervised Constrained Clustering with Cluster Outlier Filtering. CIARP (2011)
Sebastián Maldonado, Richard Weber, Jayanta Basak
Simultaneous feature selection and classification using kernel-penalized support vector machines. Inf. Sci. 181 (1) (2011)
Jose Guajardo, Richard Weber, Jaime Miranda
A model updating strategy for predicting time series with seasonal patterns. Appl. Soft Comput. 10 (1) (2010)
Cristián Bravo, Nicolás Figueroa, Richard Weber
Game Theory & Data Mining model for price dynamics in financial institutions. IJCNN (2010)
Gaston L'Huillier, Alejandro Hevia, Richard Weber, Sebastián A. Ríos
Latent semantic analysis and keyword extraction for phishing classification. ISI (2010)
Georg Peters, Richard Weber, Fernando A. Crespo
Uncertainty modeling in dynamic clustering - A soft computing perspective. FUZZ-IEEE (2010)
Cristián Bravo, Nicolás Figueroa, Richard Weber
Modeling Pricing Strategies Using Game Theory and Support Vector Machines. ICDM (2010)
Sebastián Maldonado, Richard Weber
Feature selection for support vector regression via Kernel penalization. IJCNN (2010)
Gaston L'Huillier, Richard Weber, Nicolás Figueroa
Online phishing classification using adversarial data mining and signaling games. KDD Workshop on CyberSecurity and Intelligence Informatics (2009)
Sebastián Maldonado, Richard Weber
A wrapper method for feature selection using Support Vector Machines. Inf. Sci. 179 (13) (2009)
Georg Peters, Martin Lampart, Richard Weber
Evolutionary Rough k-Medoid Clustering. Trans. Rough Sets 8 (2008)
Cristián Bravo, Jose Luis Lobato, Richard Weber, Gaston L'Huillier
A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks. HIS (2008)
Witold Pedrycz, Richard Weber
Special issue on soft computing for dynamic data mining. Appl. Soft Comput. 8 (4) (2008)
Georg Peters, Roger Tagg, Richard Weber
An Application of Rough Set Concepts to Workflow Management. RSKT (2008)
Georg Peters, Richard Weber
A Dynamic Approach to Rough Clustering. RSCTC (2008)
Luis Aburto, Richard Weber
A Sequential Hybrid Forecasting System for Demand Prediction. MLDM (2007)
Luis Aburto, Richard Weber
Improved supply chain management based on hybrid demand forecasts. Appl. Soft Comput. 7 (1) (2007)
Sven F. Crone, Jose Guajardo, Richard Weber
A study on the ability of Support Vector Regression and Neural Networks to Forecast Basic Time Series Patterns. IFIP AI (2006)
Jose Guajardo, Richard Weber, Jaime Miranda
A Forecasting Methodology Using Support Vector Regression and Dynamic Feature Selection. J. Inf. Knowl. Manag. 5 (4) (2006)
Juan D. Velásquez, Richard Weber, Hiroshi Yasuda, Terumasa Aoki
Acquisition and Maintenance of Knowledge for Online Navigation Suggestions. IEICE Trans. Inf. Syst. (5) (2005)
Jose Guajardo, Jaime Miranda, Richard Weber
A Hybrid Forecasting Methodology using Feature Selection and Support Vector Regression. HIS (2005)
Jaime Miranda, Ricardo Montoya, Richard Weber
Linear Penalization Support Vector Machines for Feature Selection. PReMI (2005)
Fernando A. Crespo, Richard Weber
A methodology for dynamic data mining based on fuzzy clustering. Fuzzy Sets Syst. 150 (2) (2005)
Sandro Araya, Mariano Silva, Richard Weber
A methodology for web usage mining and its application to target group identification. Fuzzy Sets Syst. 148 (1) (2004)
Juan D. Velásquez, Hiroshi Yasuda, Terumasa Aoki, Richard Weber
Using the KDD Process to Support Web Site Reconfigurations. Web Intelligence (2003)
Ana María Angel, Luis Alberto Taladriz, Richard Weber
Soquimich Uses a System Based on Mixed-Integer Linear Programming and Expert Systems to Improve Customer Service. Interfaces 33 (4) (2003)
Sandro Araya, Mariano Silva, Richard Weber
Identifying web usage behavior of bank customers. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2002)
P. Hofmeister, Arno Joentgen, Lara Mikenina, Richard Weber, Hans-Jürgen Zimmermann
Komplexitätsreduktion in der Szenarioanalyse mit Hilfe dynamischer Fuzzy-Datenanalyse. OR Spectr. 22 (3) (2000)
Arno Joentgen, Lara Mikenina, Richard Weber, A. Zeugner, Hans-Jürgen Zimmermann
Automatic fault detection in gearboxes by dynamic fuzzy data analysis. Fuzzy Sets Syst. 105 (1) (1999)
Arno Joentgen, Lara Mikenina, Richard Weber, Hans-Jürgen Zimmermann
Dynamic fuzzy data analysis based on similarity between functions. Fuzzy Sets Syst. 105 (1) (1999)
Richard Weber, Hans-Jürgen Zimmermann
Automatische Akquisition von unscharfem Expertenwissen. Künstliche Intell. 5 (2) (1991)