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Gregorio Ismael Sainz Palmero

Gregorio I. Sainz

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affiliation: University of Valladolid, Spain

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2024
[j11]
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  - journals/eswa/GalendeHernandezPF24
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Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente:
Discovering stop and parking behaviors of last mile delivery vehicles for urban areas based on not well conditioned GPS traces, expert knowledge and machine learning. Expert Syst. Appl. 238(Part C): 122001 (2024)
2023
[j10]
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Maria J. Fuente-Aparicio, Gregorio Ismael Sainz Palmero, Marta Galende-Hernández:
Dynamic Decentralized Monitoring for Large-Scale Industrial Processes Using Multiblock Canonical Variate Analysis Based Regression. IEEE Access 11: 26611-26623 (2023)
2018
[j9]
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A. Sánchez-Fernandez, Gregorio Ismael Sainz Palmero, José Manuel Benítez, Maria J. Fuente:
Linguistic OWA and two time-windows based fault identification in wide plants. Comput. Chem. Eng. 115: 412-430 (2018)
[j8]
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Daniel Peralta, Christoph Bergmeir, Martin Krone, Marta Galende, Manuel Menéndez, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, Frank Klawonn, José Manuel Benítez:
Multiobjective Optimization for Railway Maintenance Plans. J. Comput. Civ. Eng. 32(3) (2018)
2017
[j7]
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M. Isabel Rey, Marta Galende, Maria J. Fuente, Gregorio Ismael Sainz Palmero:
Multi-objective based Fuzzy Rule Based Systems (FRBSs) for trade-off improvement in accuracy and interpretability: A rule relevance point of view. Knowl. Based Syst. 127: 67-84 (2017)
2014
[j6]
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Marta Galende, María José Gacto, Gregorio I. Sainz, Rafael Alcalá:
Comparison and design of interpretable linguistic vs. scatter FRBSs: Gm3m generalization and new rule meaning index for global assessment and local pseudo-linguistic representation. Inf. Sci. 282: 190-213 (2014)
2013
[j5]
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Rubén García Pajares, José Manuel Benítez, Gregorio Ismael Sainz Palmero:
FRASel: a consensus of feature ranking methods for time series modelling. Soft Comput. 17(8): 1489-1510 (2013)
2012
[j4]
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  - journals/kbs/BarrientosP12
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Francisco Barrientos, Gregorio Ismael Sainz Palmero:
Interpretable knowledge extraction from emergency call data based on fuzzy unsupervised decision tree. Knowl. Based Syst. 25(1): 77-87 (2012)
[j3]
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Marta Galende-Hernández, Gregorio Ismael Sainz Palmero, Maria J. Fuente-Aparicio:
Complexity reduction and interpretability improvement for fuzzy rule systems based on simple interpretability measures and indices by bi-objective evolutionary rule selection. Soft Comput. 16(3): 451-470 (2012)
2005
[j2]
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  - journals/eaai/PalmeroSTG05
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Gregorio Ismael Sainz Palmero, Javier Juez Santamaría, Eduardo Julio Moya de la Torre, José Ramón Perán González:
Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system. Eng. Appl. Artif. Intell. 18(7): 867-874 (2005)
2004
[j1]
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  - journals/ejcon/SainzFV04
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Gregorio I. Sainz, Maria J. Fuente, Pastora Vega:
Recurrent Neuro-Fuzzy Modeling of a Wastewater Treatment Plant. Eur. J. Control 10(1): 84-96 (2004)

Conference and Workshop Papers

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2019
[c26]
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  - conf/etfa/Sanchez-Fernandez19
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A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero:
Decentralized DPCA Model for Large-Scale Processes Monitoring. ETFA 2019: 625-632
2018
[c25]
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A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero:
Decentralized and Dynamic Fault Detection Using PCA and Bayesian Inference. ETFA 2018: 800-807
2016
[c24]
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  - conf/enviroinfo/BarrientosSMPBR16
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Francisco Barrientos, Gregorio I. Sainz, Alberto Moral, Manuel Parra, José Manuel Benítez, Jorge Rodríguez, Carlos Martínez Bertrand, Francisco Campo, Rubén Carnerero:
Open Calculator for Environmental and Social Footprints of Rail Infrastructures. EnviroInfo (1) 2016: 237-249
2015
[c23]
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A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero:
Fault detection in wastewater treatment plants using distributed PCA methods. ETFA 2015: 1-7
[c22]
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A. Sánchez-Fernandez, Maria J. Fuente, Gregorio Ismael Sainz Palmero:
Fault detection with distributed PCA methods in water distribution networks. MED 2015: 156-161
2014
[c21]
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Maria J. Fuente, Gregorio Ismael Sainz Palmero:
Fault detection based on neural networks and independent component analysis. ETFA 2014: 1-6
2013
[c20]
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  - conf/fuzzIEEE/ReyGSF13
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M. Isabel Rey, Marta Galende, Gregorio I. Sainz, Maria J. Fuente:
Selection of rules by orthogonal transformations and genetic algorithms to improve the interpretability in fuzzy rule based systems. FUZZ-IEEE 2013
[c19]
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Christoph Bergmeir, Gregorio Ismael Sainz Palmero, Carlos Martínez Bertrand, José Manuel Benítez:
A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks. IEA/AIE 2013: 674-683
2011
[c18]
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  - conf/etfa/Garcia-AlvarezFS11
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Diego Garcia-Alvarez, Maria J. Fuente, Gregorio I. Sainz:
Design of residuals in a model-based Fault Detection and Isolation system using Statistical Process Control techniques. ETFA 2011: 1-7
[c17]
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M. Isabel Rey, Marta Galende, Gregorio I. Sainz, Maria J. Fuente:
Checking orthogonal transformations and genetic algorithms for selection of fuzzy rules based on interpretability-accuracy concepts. FUZZ-IEEE 2011: 1271-1278
2010
[c16]
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  - conf/etfa/Garcia-AlvarezFS10
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Diego Garcia-Alvarez, Maria J. Fuente, Gregorio I. Sainz:
Monitoring and fault detection in processes with multiple operating modes, transitory phases and start-ups using principal component analysis. ETFA 2010: 1-8
[c15]
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  - conf/iceis/Martin-ToralPD10
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Susana Martin-Toral, Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis:
Hybrid Approach for Incoherence Detection based on Neuro-fuzzy Systems and Expert Knowledge. ICEIS (2) 2010: 408-413
[c14]
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Francisco Barrientos, Gregorio Ismael Sainz Palmero:
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center. IEA/AIE (2) 2010: 193-202
2009
[c13]
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Maria J. Fuente, Diego Garcia-Alvarez, Gregorio Ismael Sainz Palmero, Thamara Villegas:
Fault Detection and Identification Method based on Multivariate Statistical Techniques. ETFA 2009: 1-6
[c12]
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  - conf/eucc/ReyGS09
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M. Isabel Rey, Marta Galende, Gregorio I. Sainz:
Criteria for linguistic improvement of precise fuzzy models by ortliogonail transforms. Application to ART based models. ECC 2009: 348-353
[c11]
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  - conf/eucc/GalendeSF09
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Marta Galende, Gregorio I. Sainz, Maria J. Fuente:
Accuracy-interpretability balancing in fuzzy models based on multiobjective genetic algorithm. ECC 2009: 3915-3920
[c10]
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  - conf/icdar/Martin-ToralAP09
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Susana Martin-Toral, Víctor Arribas, Gregorio Ismael Sainz Palmero:
Detection of Incoherences in a Document Corpus Based on the Application of a Neuro-Fuzzy System. ICDAR 2009: 1101-1105
2008
[c9]
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Rubén García Pajares, José Manuel Benítez, Gregorio Ismael Sainz Palmero:
Feature Selection for Time Series Forecasting: A Case Study. HIS 2008: 555-560
[c8]
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Susana Martin-Toral, Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis:
Detection of Incoherences in a Technical and Normative Document Corpus. ICEIS (2) 2008: 282-287
2005
[c7]
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  - conf/iwann/PalmeroGF05
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Gregorio Ismael Sainz Palmero, R. García, Maria J. Fuente:
Fault Fuzzy Rule Extraction from AC Motors by Neuro-fuzzy Models. IWANN 2005: 1116-1123
2001
[c6]
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  - conf/eucc/MoyaSGFP01
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E. Moya, Gregorio I. Sainz, B. Grande, Maria J. Fuente, José R. Perán:
Neural PCA based fault diagnosis. ECC 2001: 809-813
[c5]
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Gregorio I. Sainz, Maria J. Fuente, Pastora Vega:
Recurrent neuro-fuzzy modeling of a biotechnological process. ECC 2001: 3822-3827
[c4]
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  - conf/iwann/JuezSMP01
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Javier Juez Santamaría, Gregorio Ismael Sainz Palmero, Eduardo Julio Moya de la Torre, José Ramón Perán González:
Early Detection and Diagnosis of Faults in an AC Motor Using Neuro Fuzzy Techniques: FasArt + Fuzzy k Nearest Neighbors. IWANN (2) 2001: 571-578
1999
[c3]
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  - conf/icdar/PalmeroD99
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Gregorio Ismael Sainz Palmero, Yannis A. Dimitriadis:
Structured Document Labeling and Rule Extraction using a New Recurrent Fuzzy-neural System. ICDAR 1999: 181-184
1997
[c2]
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  - conf/iwann/GuadarramaDSIC97
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R. Sanz Guadarrama, Yannis A. Dimitriadis, Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Juan López Coronado:
Building Digital Libraries from Paper Documents, Using ART Based Neuro-Fuzzy Systems. IWANN 1997: 294-303
1996
[c1]
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  - conf/icpr/PalmeroIDC96
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Gregorio Ismael Sainz Palmero, J. Manuel Cano Izquierdo, Yannis A. Dimitriadis, Juan López Coronado:
A new neuro-fuzzy system for logical labeling of documents. ICPR 1996: 431-435

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