Jesús M. Pérez

47 papers A 1B 3C 3Misc 2Journal 19Unranked 18

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