Javier M. Moguerza

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 46

Top Topics

Approximate Similarity Search

Binary Classification Problems

Business Information

Top Venues

Publications

Elena Garcia-Morato, María Jesús Algar, César Alfaro, Felipe Ortega, Javier Gomez, Javier M. Moguerza
Using k-medoids for distributed approximate similarity search with arbitrary distances. CoRR (2024)
Felipe Ortega, María Jesús Algar, Isaac Martín de Diego, Javier M. Moguerza
Unconventional application of k-means for distributed approximate similarity search. Inf. Sci. 619 (2023)
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Support subsets estimation for support vector machines retraining. Pattern Recognit. 134 (2023)
Carmen Lancho, Isaac Martín de Diego, Marina Cuesta, Víctor Aceña, Javier M. Moguerza
Hostility measure for multi-level study of data complexity. Appl. Intell. 53 (7) (2023)
Alejandro D. Peribáñez, Alberto Fernández-Isabel, Isaac Martín de Diego, Andrea Condado, Javier M. Moguerza
Extracting Knowledge from Incompletely Known Models. IDEAL (2023)
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Minimally overfitted learners: A general framework for ensemble learning. Knowl. Based Syst. 254 (2022)
Raúl Moreno, Alberto Fernández-Isabel, Isaac Martín de Diego, Javier M. Moguerza, Carmen Lancho, Marina Cuesta Santa Teresa
Automatic detection of potential customers by opinion mining and intelligent agents. FedCSIS (2022)
Gema Gutiérrez, María Teresa González de Lena, Javier Garzás, Javier M. Moguerza
Leadership Styles in Agile Teams: An Analysis Based on Experience. IEEE Access 10 (2022)
Jorge Navarro, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Triangle-based outlier detection. Pattern Recognit. Lett. 156 (2022)
Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Francisco Herrera
Explanation sets: A general framework for machine learning explainability. Inf. Sci. 617 (2022)
Isaac Martín de Diego, Ana R. Redondo, Rubén R. Fernández, Jorge Navarro, Javier M. Moguerza
General Performance Score for classification problems. Appl. Intell. 52 (10) (2022)
Felipe Ortega, María Jesús Algar, Isaac Martín de Diego, Javier M. Moguerza
Unconventional application of k-means for distributed approximate similarity search. CoRR (2022)
Roberto Gallardo-Cava, David Ortega-delCampo, Daniel Palacios-Alonso, Cristina Conde, Javier M. Moguerza, Enrique Cabello
Building robust morphing attacks for face recognition systems. MECO (2022)
César Alfaro, Javier Gómez, Javier M. Moguerza, Javier Castillo, José Ignacio Martínez
Toward Accelerated Training of Parallel Support Vector Machines Based on Voronoi Diagrams. Entropy 23 (12) (2021)
Carmen Lancho, Isaac Martín de Diego, Marina Cuesta, Víctor Aceña, Javier M. Moguerza
A Complexity Measure for Binary Classification Problems Based on Lost Points. IDEAL (2021)
Juan Carlos Prieto, Alberto Fernández-Isabel, Isaac Martín de Diego, Felipe Ortega, Javier M. Moguerza
Knowledge-Based Approach to Detect Potentially Risky Websites. IEEE Access 9 (2021)
Marina Cuesta, Isaac Martín de Diego, Carmen Lancho, Víctor Aceña, Javier M. Moguerza
From Classification to Visualization: A Two Way Trip. IDEAL (2021)
Maria C. Ramos-Vega, Victor M. Palma-Morales, Diana Pérez-Marín, Javier M. Moguerza
Stimulating children's engagement with an educational serious videogame using Lean UX co-design. Entertain. Comput. 38 (2021)
Javier Murga, Gianpierre Zapata, Heyul Chavez, Carlos Raymundo, Luis Rivera, Francisco Dominguez, Javier M. Moguerza, Jose María Álvarez Rodríguez
A Sentiment Analysis Software Framework for the Support of Business Information Architecture in the Tourist Sector. Trans. Large Scale Data Knowl. Centered Syst. 45 (2020)
Juliet Rodriguez-Vilca, Jose Paucar-Vilcañaupa, Humberto Pehovaz-Alvarez, Carlos Raymundo, Nestor Mamani-Macedo, Javier M. Moguerza
Method for the Interpretation of RMR Variability Using Gaussian Simulation to Reduce the Uncertainty in Estimations of Geomechanical Models of Underground Mines. AHFE (9) (2020)
Diana Fernández-Marca, Karla Mostacero-Rojas, Victor Núñez-Ponce, Carlos Raymundo, Nestor Mamani-Macedo, Javier M. Moguerza
Lean Manufacturing Model of Production Management Under the Focus on Maintenance Planned to Improve the Capacity Used in a Plastics Industry SME. AHFE (9) (2020)
Ana R. Redondo, Jorge Navarro, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Juan José Fernández-Muñoz
Unified Performance Measure for Binary Classification Problems. IDEAL (2) (2020)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Alberto Fernández-Isabel, Javier M. Moguerza
Random forest explainability using counterfactual sets. Inf. Fusion 63 (2020)
Carlos Toscano-Alor, Antoni Castillo-Rodil, Humberto Pehovaz-Alvarez, Carlos Raymundo, Nestor Mamani-Macedo, Javier M. Moguerza
Hydrabolt and Split Set Rock Bolt Selection Method Under the Bieniawski Rock Mass Rating for Improving Horizontal Access Support in Peruvian Mid-Scale Mining Activities. AHFE (9) (2020)
Yadira Zelaya-Reyes, Luis Arauzo-Gallardo, Guillermo Diaz-Huaina, Carlos Raymundo, Nestor Mamani-Macedo, Javier M. Moguerza
Mathematical Model of a Drilling Mesh to Reduce Dilution in the Sublevel Stoping Method in Peru's Underground Mines. AHFE (9) (2020)
Anastasios Apsemidis, Stelios Psarakis, Javier M. Moguerza
A review of machine learning kernel methods in statistical process monitoring. Comput. Ind. Eng. 142 (2020)
Erika Barrezueta-Delgado, Naysha Blas-Trujillo, Yaneth Vasquez-Olivera, Carlos Raymundo, Nestor Mamani-Macedo, Javier M. Moguerza
A Cyanide Tailings Management Method Using Pseudomonas Fluorescens to Improve Conventional Treatments for Progressive Closure at Small Gold Mines. AHFE (9) (2020)
Nayrim Fuentes-Rivera-Yon, Luis Arauzo-Gallardo, Carlos Raymundo, Nestor Mamani-Macedo, Javier M. Moguerza
Fundamental Criteria for Methodology of Blasting Engineering in Mining Grains to Reduce Mineral Dilution in Peruvian Polymetallic Underground Mining. AHFE (9) (2020)
Renato Bobadilla, Alejandra Mendez, Gino Viacava, Carlos Raymundo, Javier M. Moguerza
Service Model Based on Information Technology Outsourcing for the Reduction of Unfulfilled Orders in an SME of the Peruvian IT Sector. AHFE (14) (2019)
Marcio Filomeno, Josemaria Heracles, Vidal Aramburu, Carlos Raymundo, Javier M. Moguerza
Model for Monitoring Socioenvironmental Conflicts in Relation to the Emission of Particulate Matter in the Prehauling Phase of a Surface Mine in Peru. AHFE (20) (2019)
Gianpierre Zapata, Javier Murga, Carlos Raymundo, Francisco Dominguez, Javier M. Moguerza, Jose María Álvarez Rodríguez
Business information architecture for successful project implementation based on sentiment analysis in the tourist sector. J. Intell. Inf. Syst. 53 (3) (2019)
Gema Gutierrez, Javier Garzas, Maria Teresa Gonzalez de Lena, Javier M. Moguerza
Self-Managing: An Empirical Study of the Practice in Agile Teams. IEEE Softw. 36 (1) (2019)
María Jesús Algar, Isaac Martín de Diego, Alberto Fernández-Isabel, Miguel Ángel Monjas, Felipe Ortega, Javier M. Moguerza, Hektor Jacynycz
A Quality of Experience Management Framework for Mobile Users. Wirel. Commun. Mob. Comput. 2019 (2019)
Junior Huallpa, Tomás Vera, Ernesto Altamirano, Carlos Raymundo, Javier M. Moguerza
Production Management Model for Increasing Productivity in Bakery SMEs in Peru. AHFE (20) (2019)
Luis Salgado-Medina, Diego Núñez-Ramírez, Humberto Pehovaz-Alvarez, Carlos Raymundo, Javier M. Moguerza
Model for Dilution Control Applying Empirical Methods in Narrow Vein Mine Deposits in Peru. AHFE (20) (2019)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, Alberto Fernández-Isabel
Relevance Metric for Counterfactuals Selection in Decision Trees. IDEAL (1) (2019)
Fiorella Lastra, Nicolás Meneses, Ernesto Altamirano, Carlos Raymundo, Javier M. Moguerza
Production Management Model Based on Lean Manufacturing for Cost Reduction in the Timber Sector in Peru. AHFE (20) (2019)
Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, Rubén R. Fernández
Weighted Nearest Centroid Neighbourhood. IDEAL (1) (2019)
Kevin Rojas, Vidal Aramburu, Edgar Ramos, Carlos Raymundo, Javier M. Moguerza
Six Sigma-Based Optimization Model in Hauling Cut and Fill Exploitation Activities to Reduce Downtime in Underground Mines in Peru. AHFE (20) (2019)
Alberto Muñoz, Nicolás Hernández, Javier M. Moguerza, Gabriel Martos
Combining Entropy Measures for Anomaly Detection. Entropy 20 (9) (2018)
Alberto Fernández-Isabel, Juan Carlos Prieto, Felipe Ortega, Isaac Martín de Diego, Javier M. Moguerza, José Mena, Sara Galindo, Liana Napalkova
A unified knowledge compiler to provide support the scientific community. Knowl. Based Syst. 161 (2018)
Isaac Martín de Diego, Alberto Fernández-Isabel, Felipe Ortega, Javier M. Moguerza
A visual framework for dynamic emotional web analysis. Knowl. Based Syst. 145 (2018)
Gabriel Martos, Nicolás Hernández, Alberto Muñoz, Javier M. Moguerza
Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection. Entropy 20 (1) (2018)
Daniel Vásquez Zúñiga, Romina Kukurelo Cruz, Carlos Raymundo Ibañez, Francisco Dominguez, Javier M. Moguerza
Master Data Management Maturity Model for the Microfinance Sector in Peru. ICISDM (2018)
Javier Cano, Javier M. Moguerza, Francisco J. Prieto
Using Improved Directions of Negative Curvature for the Solution of Bound-Constrained Nonconvex Problems. J. Optim. Theory Appl. 174 (2) (2017)
César Alfaro, Javier Cano-Montero, Javier Gómez, Javier M. Moguerza, Felipe Ortega
A multi-stage method for content classification and opinion mining on weblog comments. Ann. Oper. Res. 236 (1) (2016)
Emilio L. Cano, Javier M. Moguerza, Tatiana Ermolieva, Yuri M. Ermoliev
Energy efficiency and risk management in public buildings: strategic model for robust planning. Comput. Manag. Sci. 11 (1-2) (2014)
Enrique Cabello, Cristina Conde, Isaac Martín de Diego, Javier M. Moguerza, Andrés Redchuk
Combination and Selection of Traffic Safety Expert Judgments for the Prevention of Driving Risks. Sensors 12 (11) (2012)
Catarina P. Avelino, Javier M. Moguerza, Alberto Olivares, Francisco J. Prieto
Combining and scaling descent and negative curvature directions. Math. Program. 128 (1-2) (2011)
Andrés Redchuk, Javier M. Moguerza, Javier Cano-Montero
VRTUOSI - A Pioneer Virtual Exchange Program between Five European Universities. CSEDU (1) (2011)
Isaac Martín de Diego, Alberto Muñoz, Javier M. Moguerza
Methods for the combination of kernel matrices within a support vector framework. Mach. Learn. 78 (1-2) (2010)
Javier M. Moguerza, Alberto Olivares, Anastasia Kostaki, Stelios Psarakis
Comparing Smoothing Techniques on Fertility Data. MICAI (Special Sessions) (2010)
Javier Cano-Montero, Javier M. Moguerza, David Ríos Insua
Bayesian Reliability, Availability, and Maintainability Analysis for Hardware Systems Described Through Continuous Time Markov Chains. Technometrics 52 (3) (2010)
Alberto Olivares, Javier M. Moguerza
Improving directions of negative curvature in an efficient manner. Ann. Oper. Res. 166 (1) (2009)
Alberto Olivares, Javier M. Moguerza, Francisco J. Prieto
Nonconvex optimization using negative curvature within a modified linesearch. Eur. J. Oper. Res. 189 (3) (2008)
Javier M. Moguerza, Alberto Muñoz, Stelios Psarakis
Monitoring Nonlinear Profiles Using Support Vector Machines. CIARP (2007)
Javier M. Moguerza, Alberto Olivares, Francisco J. Prieto
A note on the use of vector barrier parameters for interior-point methods. Eur. J. Oper. Res. 181 (2) (2007)
Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
On the Fusion of Polynomial Kernels for Support Vector Classifiers. IDEAL (2006)
Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
Fusion of Gaussian Kernels Within Support Vector Classification. CIARP (2006)
Alberto Muñoz, Javier M. Moguerza
Estimation of High-Density Regions Using One-Class Neighbor Machines. IEEE Trans. Pattern Anal. Mach. Intell. 28 (3) (2006)
Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
Alternatives to Parameter Selection for Kernel Methods. ICANN (1) (2006)
Alberto Muñoz, Javier M. Moguerza
Building Smooth Neighbourhood Kernels via Functional Data Analysis. ICANN (2) (2005)
Alberto Muñoz, Javier M. Moguerza
A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. CIARP (2005)
Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
Combining Kernel Information for Support Vector Classification. Multiple Classifier Systems (2004)
Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
Improving Support Vector Classification via the Combination of Multiple Sources of Information. SSPR/SPR (2004)
Javier M. Moguerza, Alberto Muñoz
Solving the One-Class Problem Using Neighbourhood Measures. SSPR/SPR (2004)
Alberto Muñoz, Javier M. Moguerza
One-Class Support Vector Machines and Density Estimation: The Precise Relation. CIARP (2004)
Javier M. Moguerza, Francisco J. Prieto
Combining search directions using gradient flows. Math. Program. 96 (3) (2003)
Javier M. Moguerza, Francisco J. Prieto
An augmented Lagrangian interior-point method using directions of negative curvature. Math. Program. 95 (3) (2003)
Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
Support Vector Machine Classifiers for Asymmetric Proximities. ICANN (2003)
Alberto Muñoz, Javier M. Moguerza
Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. KES (2003)
Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino
Detecting the Number of Clusters Using a Support Vector Machine Approach. ICANN (2002)