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1

Data Fusion and Machine Learning for Industrial Prognosis: Trends and Perspectives towards Industry 4.0

Diez-Olivan, Alberto, Del Ser, Javier, Galar, Diego, Sierra, Basilio

Journal:

Information Fusion

Année:

2018

Langue:

english

Fichier:

PDF, 848 KB

english, 2018

2

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

Galar, M., Fernandez, A., Barrenechea, E., Bustince, H., Herrera, F.

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Année:

2012

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2012

3

Maintenance performance metrics: a state‐of‐the‐art review

Kumar, Uday, Kumar, Uday, Galar, Diego, Parida, Aditya, Stenström, Christer, Berges, Luis

Journal:

Journal of Quality in Maintenance Engineering

Année:

2013

Langue:

english

Fichier:

PDF, 496 KB

english, 2013

4

The measurement of maintenance function efficiency through financial KPIs

Galar, D, Parida, A, Kumar, U, Baglee, D, Morant, A

Journal:

Journal of Physics Conference Series

Année:

2012

Langue:

english

Fichier:

PDF, 2.71 MB

english, 2012

5

Performance measurement and management for maintenance: a literature review

Parida, Aditya, Kumar, Uday, Galar, Diego, Stenström, Christer

Journal:

Journal of Quality in Maintenance Engineering

Année:

2015

Langue:

english

Fichier:

PDF, 789 KB

english, 2015

6

Integrating mining loading and hauling equipment selection and replacement decisions using stochastic linear programming

Santelices, Gabriel, Pascual, Rodrigo, Lüer-Villagra, Armin, Mac Cawley, Alejandro, Galar, Diego

Journal:

International Journal of Mining Reclamation and Environment

Année:

2015

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2015

7

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

Mikel Galar, Alberto Fernández, Edurne Barrenechea, Humberto Bustince, Francisco Herrera

Journal:

Pattern Recognition

Année:

2011

Langue:

english

Fichier:

PDF, 407 KB

english, 2011

8

Reliability prediction using support vector regression

Yuan Fuqing, Uday Kumar, Diego Galar

Journal:

International Journal of System Assurance Engineering and Management

Année:

2010

Langue:

english

Fichier:

PDF, 445 KB

english, 2010

9

Dynamic ensemble selection for multi-class classification with one-class classifiers

Krawczyk, Bartosz, Galar, Mikel, Woźniak, Michał, Bustince, Humberto, Herrera, Francisco

Journal:

Pattern Recognition

Année:

2018

Langue:

english

Fichier:

PDF, 2.35 MB

english, 2018

10

Learning from Imbalanced Data Sets || Imbalanced Classification for Big Data

Fernández, Alberto, García, Salvador, Galar, Mikel, Prati, Ronaldo C., Krawczyk, Bartosz, Herrera, Francisco

Année:

2018

Langue:

english

Fichier:

PDF, 328 KB

english, 2018

11

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 9422 || Pentaho + R: An Integral View for Multidimensional Prediction Models

Puerta, José M., Gámez, José A., Dorronsoro, Bernabe, Barrenechea, Edurne, Troncoso, Alicia, Baruque, Bruno, Galar, Mikel

Année:

2015

Langue:

english

Fichier:

PDF, 2.04 MB

english, 2015

12

A multi-objective fuzzy mathematical approach for sustainable reverse supply chain configuration

Darbari, Jyoti D., Agarwal, Vernika, Yadavalli, Venkata S.S., Galar, Diego, Jha, Prakash C.

Journal:

Journal of Transport and Supply Chain Management

Année:

2017

Langue:

english

Fichier:

PDF, 3.67 MB

english, 2017

13

Learning from Imbalanced Data Sets || Imbalanced Classification with Multiple Classes

Fernández, Alberto, García, Salvador, Galar, Mikel, Prati, Ronaldo C., Krawczyk, Bartosz, Herrera, Francisco

Année:

2018

Langue:

english

Fichier:

PDF, 431 KB

english, 2018

14

Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches

Fernández, Alberto, López, Victoria, Galar, Mikel, del Jesus, María José, Herrera, Francisco

Journal:

Knowledge-Based Systems

Année:

2013

Langue:

english

Fichier:

PDF, 670 KB

english, 2013

15

[IEEE 2012 International Symposium on Electromagnetic Compatibility - EMC EUROPE - Rome, Italy (2012.09.17-2012.09.21)] International Symposium on Electromagnetic Compatibility - EMC EUROPE - Railway EMI impact on train operation and environment

Morant, A., Wisten, A., Galar, D., Kumar, U., Niska, S.

Année:

2012

Langue:

english

Fichier:

PDF, 1.90 MB

english, 2012

16

Condition monitoring at the wheel/rail interface for decision-making support

Palo, M., Galar, D., Nordmark, T., Asplund, M., Larsson, D.

Journal:

Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit

Année:

2014

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2014

17

Development of a Markov model for production performance optimisation. Application for semi-automatic and manual LHD machines in underground mines

Gustafson, Anna, Lipsett, Michael, Schunnesson, Håkan, Galar, Diego, Kumar, Uday

Journal:

International Journal of Mining Reclamation and Environment

Année:

2014

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2014

18

Composite indicator for railway infrastructure management

Famurewa, Stephen M., Stenström, Christer, Asplund, Matthias, Galar, Diego, Kumar, Uday

Journal:

Journal of Modern Transportation

Année:

2014

Langue:

english

Fichier:

PDF, 1.19 MB

english, 2014

19

Railway Assets: A Potential Domain for Big Data Analytics

A. Thaduri, D. Galar, U. Kumar

Année:

2015

Langue:

english

Fichier:

PDF, 868 KB

english, 2015

20

Rolling stock condition monitoring using wheel/rail forces

Palo, M, Schunnesson, H, Kumar, U, Larsson-Kråik, P-O, Galar, D

Journal:

Insight - Non-Destructive Testing and Condition Monitoring

Année:

2012

Langue:

english

Fichier:

PDF, 1.58 MB

english, 2012

21

A proposed maintenance strategy for a wind turbine gearbox using condition monitoring techniques

Baglee, David, Knowles, Michael, Kinnunen, Sini Kaisu, Galar, Diego

Journal:

International Journal of Process Management and Benchmarking

Année:

2016

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2016

22

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 9868 ||

Luaces, Oscar, Gámez, José A., Barrenechea, Edurne, Troncoso, Alicia, Galar, Mikel, Quintián, Héctor, Corchado, Emilio

Année:

2016

Langue:

english

Fichier:

PDF, 29.18 MB

english, 2016

23

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 9868 || Quantifying Potential Benefits of Horizontal Cooperation in Urban Transportation Under Uncertainty: A Simheuristic Approach

Luaces, Oscar, Gámez, José A., Barrenechea, Edurne, Troncoso, Alicia, Galar, Mikel, Quintián, Héctor, Corchado, Emilio

Année:

2016

Langue:

english

Fichier:

PDF, 274 KB

english, 2016

24

eMaintenance || Data Collection

Année:

2017

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2017

25

Dimensioning reserve bus fleet using life cycle cost models and condition based/predictive maintenance: a case study

Raposo, Hugo, Farinha, José Torres, Ferreira, Luís, Galar, Diego

Journal:

Public Transport

Année:

2017

Langue:

english

Fichier:

PDF, 765 KB

english, 2017

26

A new cause of false positive voriconazole levels: Watch your collection tubes!

Burillo, Almudena, Gómez-López, Alicia, Escribano, Pilar, Galar, Alicia, Salinas, Beatriz, Díaz-Pérez, Nadire, Muñoz, Patricia, Bouza, Emilio

Journal:

Journal of Chromatography B

Année:

2018

Langue:

english

Fichier:

PDF, 1.21 MB

english, 2018

27

Learning from Imbalanced Data Sets || Dimensionality Reduction for Imbalanced Learning

Fernández, Alberto, García, Salvador, Galar, Mikel, Prati, Ronaldo C., Krawczyk, Bartosz, Herrera, Francisco

Année:

2018

Langue:

english

Fichier:

PDF, 346 KB

english, 2018

28

Predicting condition based on oil analysis – A case study

Raposo, Hugo, Farinha, José Torres, Fonseca, Inácio, Galar, Diego

Journal:

Tribology International

Année:

2019

Langue:

english

Fichier:

PDF, 906 KB

english, 2019

29

Addressing the Overlapping Data Problem in Classification Using the One-vs-One Decomposition Strategy

Saez, Jose A., Galar, Mikel, Krawczyk, Bartosz

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 58 KB

english, 2019

30

Colonization of sorghum and wheat by seed inoculation withGluconacetobacter diazotrophicus

M. F. Luna, M. L. Galar, J. Aprea, M. L. Molinari, J. L. Boiardi

Journal:

Biotechnology Letters

Année:

2010

Langue:

english

Fichier:

PDF, 394 KB

english, 2010

31

The Importance of Deviance in Intellectual Development : Especially at Virginia Tech in the 1970s

Richard B. McKenzie, Roman Galar

Journal:

American Journal of Economics and Sociology

Année:

2004

Langue:

english

Fichier:

PDF, 164 KB

english, 2004

32

Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images

Galar, M., Fernandez, J., Beliakov, G., Bustince, H.

Journal:

IEEE Transactions on Image Processing

Année:

2011

Langue:

english

Fichier:

PDF, 3.68 MB

english, 2011

33

The influence of the operating environment on manual and automated load-haul-dump machines: a fault tree analysis

Gustafson, Anna, Schunnesson, Håkan, Galar, Diego, Kumar, Uday

Journal:

International Journal of Mining Reclamation and Environment

Année:

2013

Langue:

english

Fichier:

PDF, 1.44 MB

english, 2013

34

EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling

Galar, Mikel, Fernández, Alberto, Barrenechea, Edurne, Herrera, Francisco

Journal:

Pattern Recognition

Année:

2013

Langue:

english

Fichier:

PDF, 1.14 MB

english, 2013

35

Role of Dietary Polyphenols and Inflammatory Processes on Disease Progression Mediated by the Gut Microbiota

Martínez, J. Alfredo, Etxeberría, Usune, Galar, Alicia, Milagro, Fermín I.

Journal:

Rejuvenation Research

Année:

2013

Langue:

english

Fichier:

PDF, 206 KB

english, 2013

36

On the impact of anisotropic diffusion on edge detection

Lopez-Molina, C., Galar, M., Bustince, H., De Baets, B.

Journal:

Pattern Recognition

Année:

2014

Langue:

english

Fichier:

PDF, 2.29 MB

english, 2014

37

Analyzing the presence of noise in multi-class problems: alleviating its influence with the One-vs-One decomposition

Sáez, José A., Galar, Mikel, Luengo, Julián, Herrera, Francisco

Journal:

Knowledge and Information Systems

Année:

2014

Langue:

english

Fichier:

PDF, 787 KB

english, 2014

38

Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers

Galar, Mikel, Fernández, Alberto, Barrenechea, Edurne, Bustince, Humberto, Herrera, Francisco

Journal:

Pattern Recognition

Année:

2013

Langue:

english

Fichier:

PDF, 537 KB

english, 2013

39

A New Approach to Interval-Valued Choquet Integrals and the Problem of Ordering in Interval-Valued Fuzzy Set Applications

Bustince, Humberto, Galar, Mikel, Bedregal, Benjamin, Kolesarova, Anna, Mesiar, Radko

Journal:

IEEE Transactions on Fuzzy Systems

Année:

2013

Langue:

english

Fichier:

PDF, 502 KB

english, 2013

40

[IEEE 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) - Singapore, Singapore (2011.12.6-2011.12.9)] 2011 IEEE International Conference on Industrial Engineering and Engineering Management - Human factor in maintenance performance measurement

Galar, Diego, Stenstrom, Christer, Parida, Aditya, Kumar, Rupesh, Berges, Luis

Année:

2011

Langue:

english

Fichier:

PDF, 785 KB

english, 2011

41

DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems

Galar, Mikel, Fernández, Alberto, Barrenechea, Edurne, Herrera, Francisco

Journal:

Pattern Recognition

Année:

2015

Langue:

english

Fichier:

PDF, 480 KB

english, 2015

42

A generalization of the Perona-Malik anisotropic diffusion method using restricted dissimilarity functions

Lopez-Molina, C., De Baets, B., Cerron, J., Galar, M., Bustince, H.

Journal:

International Journal of Computational Intelligence Systems

Année:

2013

Langue:

english

Fichier:

PDF, 3.00 MB

english, 2013

43

A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models

Galar, Mikel, Derrac, Joaquín, Peralta, Daniel, Triguero, Isaac, Paternain, Daniel, Lopez-Molina, Carlos, García, Salvador, Benítez, José M., Pagola, Miguel, Barrenechea, Edurne, Bustince, Humberto, H

Journal:

Knowledge-Based Systems

Année:

2015

Langue:

english

Fichier:

PDF, 3.92 MB

english, 2015

44

SPARE PARTS ESTIMATION FOR MACHINE AVAILABILITY IMPROVEMENT ADDRESSING ITS RELIABILITY AND OPERATING ENVIRONMENT — CASE STUDY

GHODRATI, BEHZAD, AHMADI, ALIREZA, GALAR, DIEGO

Journal:

International Journal of Reliability Quality and Safety Engineering

Année:

2013

Langue:

english

Fichier:

PDF, 323 KB

english, 2013

45

Context awareness for maintenance decision making: A diagnosis and prognosis approach

Galar, Diego, Thaduri, Adithya, Catelani, Marcantonio, Ciani, Lorenzo

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 2.71 MB

english, 2015

46

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 9422 || GRASP Approach to a Min-Max Problem of Ergonomic Risk in Restricted Assembly Lines

Puerta, José M., Gámez, José A., Dorronsoro, Bernabe, Barrenechea, Edurne, Troncoso, Alicia, Baruque, Bruno, Galar, Mikel

Année:

2015

Langue:

english

Fichier:

PDF, 371 KB

english, 2015

47

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 9422 ||

Puerta, José M., Gámez, José A., Dorronsoro, Bernabe, Barrenechea, Edurne, Troncoso, Alicia, Baruque, Bruno, Galar, Mikel

Année:

2015

Langue:

english

Fichier:

PDF, 24.60 MB

english, 2015

48

Monitoring and analysing oil condition to generate maintenance savings: a case study in a CNG engine powered urban transport fleet

Tormos, B, Olmeda, P, Gómez, Y, Galar, D

Journal:

Insight - Non-Destructive Testing and Condition Monitoring

Année:

2013

Langue:

english

Fichier:

PDF, 1.98 MB

english, 2013

49

Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the Fuzzy Reasoning Method

Elkano, Mikel, Galar, Mikel, Sanz, Jose, Bustince, Humberto

Journal:

Information Sciences

Année:

2016

Langue:

english

Fichier:

PDF, 508 KB

english, 2016

50

Integration of disparate data sources to perform maintenance prognosis and optimal decision making

Galar, D, Palo, M, Van Horenbeek, A, Pintelon, L

Journal:

Insight - Non-Destructive Testing and Condition Monitoring

Année:

2012

Langue:

english

Fichier:

PDF, 1.64 MB

english, 2012