Jesús M. Pérez

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 7

Top Topics

User Navigation

Fusion Strategies

Frequent Pattern Mining

Top Venues

Knowl. Based Syst.

Publications

Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability. Inf. Sci. 583 (2022)
Rubén Usamentiaga, Daniel F. García, Jesús M. Pérez
High-speed temperature monitoring for steel strips using infrared line-scanners. IAS (2019)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
UnPART: PART without the 'partial' condition of it. Inf. Sci. 465 (2018)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
CT ;lt;DT>: Extending the application of the consolidation methodology even further. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison
The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets. CEC (2017)
Ainhoa Yera, Olatz Arbelaitz, José Luis Jodrá, Ibai Gurrutxaga, Jesús M. Pérez, Javier Muguerza
Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation. Pattern Recognit. Lett. 85 (2017)
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
BFPART: Best-First PART. Inf. Sci. (2016)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67]. Knowl. Based Syst. 90 (2015)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. 79 (2015)
Víctor Hugo Torres, José Ríos, Antonio Vizán, Jesús M. Pérez
Approach to integrate product conceptual design information into a computer-aided design system. Concurr. Eng. Res. Appl. 21 (1) (2013)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets. Prog. Artif. Intell. 2 (1) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
An extensive comparative study of cluster validity indices. Pattern Recognit. 46 (1) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR (2012)
Jesús M. Pérez, Pablo González de Aledo, Pablo Sánchez Espeso
Real-time voxel-based visual hull reconstruction. Microprocess. Microsystems 36 (5) (2012)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR (2012)
Rubén Usamentiaga, Julio Molleda, Daniel F. García, Francisco G. Bulnes, Jesús M. Pérez
Jam detector for steel pickling lines using machine vision. IAS (2012)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems. CAEPIA (2011)
Ibai Gurrutxaga, Javier Muguerza, Olatz Arbelaitz, Jesús M. Pérez, José Ignacio Martín
Towards a standard methodology to evaluate internal cluster validity indices. Pattern Recognit. Lett. 32 (3) (2011)
Jesús M. Pérez, Pablo Sánchez Espeso
Real-time stereo matching using memory-efficient Belief Propagation for high-definition 3D telepresence systems. Pattern Recognit. Lett. 32 (16) (2011)
Rubén Usamentiaga, Daniel F. García, Julio Molleda, Francisco G. Bulnes, Jesús M. Pérez
Temperature Measurement Using the Wedge Method: Comparison and Application to Emissivity Estimation and Compensation. IEEE Trans. Instrum. Meas. 60 (5) (2011)
Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index. Pattern Recognit. 43 (10) (2010)
Jesús M. Pérez, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Iñigo Perona
Consolidated trees versus bagging when explanation is required. Computing 89 (3-4) (2010)
Jesús M. Pérez, Pablo Sánchez, Víctor Fernández
Optimizing Data-Flow Graphs with min/max, adding and relational operations. DATE (2010)
Víctor Hugo Torres, José Ríos, Antonio Vizán, Jesús M. Pérez
Integration of Design Tools and Knowledge Capture into a CAD System: A Case Study. Concurr. Eng. Res. Appl. 18 (4) (2010)
Jesús M. Pérez, Pablo Sánchez Espeso, Marcos Martinez
Memory efficient belief propagation for high-definition real-time stereo matching systems. Three-Dimensional Image Processing (3DIP) and Applications (2010)
Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
SIHC: A Stable Incremental Hierarchical Clustering Algorithm. ICEIS (2) (2009)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. CAEPIA (2009)
Jesús M. Pérez, Pablo Sánchez Espeso, Marcos Martinez
Low-cost Bayer to RGB bilinear interpolation with hardware-aware median filter. ICECS (2009)
Jesús M. Pérez, Pablo Sánchez Espeso, Marcos Martinez
Real-Time Stereo Matching Using Memory-Efficient Belief Propagation for High-Definition 3D Tele-Presence Systems. CIARP (2009)
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. IADIS AC (1) (2009)
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín, Iñigo Perona
Evaluation of Malware clustering based on its dynamic behaviour. AusDM (2008)
Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
Service-independent payload analysis to improve intrusion detection in network traffic. AusDM (2008)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Combining multiple class distribution modified subsamples in a single tree. Pattern Recognit. Lett. 28 (4) (2007)
Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi
CTC: An Alternative to Extract Explanation from Bagging. CAEPIA (2007)
Ibai Gurrutxaga, Ander Ansuategi, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one. ICDM (Posters) (2006)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation. ICAPR (1) (2005)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance. ICAPR (1) (2005)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Behavior of Consolidated Trees when using Resampling Techniques. PRIS (2004)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) (2004)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
A new algorithm to build consolidated trees: study of the error rate and steadiness. Intelligent Information Systems (2004)
Javier Colás, Jesús M. Pérez, Javier Poncela-González, José T. Entrambasaguas
Implementation of UMTS Protocol Layers for the Radio Access Interface. SAM (2002)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
A Hierarchical Classifier for Multifont Digits. SSPR/SPR (1998)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
A New Cost Function for Typewritten Digits Segmentation. SSPR/SPR (1998)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
Segmentation of low-quality typewritten digits. ICPR (1998)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
A two-stage classifier for broken and blurred digits in forms. ICPR (1998)
Clemente Rodríguez Lafuente, Santiago Rementeria, José Ignacio Martín, Alberto Lafuente, Javier Francisco Muguerza, Jesús M. Pérez
A modular neural network approach to fault diagnosis. IEEE Trans. Neural Networks 7 (2) (1996)