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ORCIDJesús M. Pérez
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2020 – today
- 2024
[c30]Jesús Maria Pérez
, Olatz Arbelaitz, Javier Muguerza:
Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability. CAEPIA 2024: 152-161- 2022
- [j20]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: 219-238 (2022)
2010 – 2019
- 2019
- [c29]Rubén Usamentiaga, Daniel F. García, Jesús M. Pérez:
High-speed temperature monitoring for steel strips using infrared line-scanners. IAS 2019: 1-8 - 2018
- [j19]Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz:
UnPART: PART without the 'partial' condition of it. Inf. Sci. 465: 505-522 (2018) - 2017
- [j18]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) - [j17]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: 42-48 (2017) - [c28]Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison:
The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets. CEC 2017: 2656-2660 - 2016
- [j16]Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz:
BFPART: Best-First PART. Inf. Sci. 367-368: 927-952 (2016) - 2015
- [j15]Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz:
Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. 79: 51-67 (2015) - [j14]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: 257-262 (2015) - [c27]Igor Ibarguren, Jesús Maria Pérez, Javier Muguerza:
CTCHAID: Extending the Application of the Consolidation Methodology. EPIA 2015: 572-577 - 2013
- [j13]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): 27-38 (2013) - [j12]Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona:
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it. Expert Syst. Appl. 40(18): 7478-7491 (2013) - [j11]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): 45-63 (2013) - [j10]Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
An extensive comparative study of cluster validity indices. Pattern Recognit. 46(1): 243-256 (2013) - [c26]Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús Maria Pérez:
Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets. CAEPIA 2013: 111-120 - 2012
- [j9]Jesús M. Pérez, Pablo González de Aledo, Pablo Sánchez Espeso:
Real-time voxel-based visual hull reconstruction. Microprocess. Microsystems 36(5): 439-447 (2012) - [c25]Rubén Usamentiaga, Julio Molleda, Daniel F. García, Francisco G. Bulnes, Jesús M. Pérez:
Jam detector for steel pickling lines using machine vision. IAS 2012: 1-8 - [c24]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: 187-192 - [c23]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: 287-292 - 2011
- [j8]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): 505-515 (2011) - [j7]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): 2250-2253 (2011) - [j6]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): 1768-1778 (2011) - [c22]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: 74-83 - 2010
- [j5]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): 311-324 (2010) - [j4]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): 113-145 (2010) - [j3]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): 3364-3373 (2010) - [c21]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: 75260N - [c20]Jesús M. Pérez, Pablo Sánchez, Víctor Fernández:
Optimizing Data-Flow Graphs with min/max, adding and relational operations. DATE 2010: 1361-1364
2000 – 2009
- 2009
- [c19]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: 101-110 - [c18]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: 825-833 - [c17]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: 11-18 - [c16]Jesús M. Pérez, Pablo Sánchez Espeso, Marcos Martinez:
Low-cost Bayer to RGB bilinear interpolation with hardware-aware median filter. ICECS 2009: 916-919 - [c15]Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
SIHC: A Stable Incremental Hierarchical Clustering Algorithm. ICEIS (2) 2009: 300-304 - 2008
- [c14]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: 163-170 - [c13]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: 171-178 - 2007
- [j2]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): 414-422 (2007) - [c12]Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi:
CTC: An Alternative to Extract Explanation from Bagging. CAEPIA 2007: 90-99 - 2006
- [c11]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: 6-18 - [p1]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín:
Consolidated Trees: An Analysis of Structural Convergence. Selected Papers from AusDM 2006: 39-52 - 2005
- [c10]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: 99-107 - [c9]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: 381-389 - 2004
- [c8]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga:
Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) 2004: 14-21 - [c7]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: 79-88 - [c6]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín:
Behavior of Consolidated Trees when using Resampling Techniques. PRIS 2004: 139-148 - 2002
- [c5]Javier Colás, Jesús M. Pérez, Javier Poncela-González, José T. Entrambasaguas:
Implementation of UMTS Protocol Layers for the Radio Access Interface. SAM 2002: 74-89
1990 – 1999
- 1998
- [c4]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: 1101-1105 - [c3]Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez:
Segmentation of low-quality typewritten digits. ICPR 1998: 1106-1109 - [c2]Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez:
A Hierarchical Classifier for Multifont Digits. SSPR/SPR 1998: 937-943 - [c1]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: 975-980 - 1996
- [j1]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): 326-340 (1996)
Coauthor Index
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last updated on 2024-10-07 21:12 CEST by the dblp team
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