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1

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || A Predictive Maintenance Model Using Recurrent Neural Networks

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 354 KB

english, 2020

2

A scalable approach based on deep learning for big data time series forecasting

Torres, J.F., Galicia, A., Troncoso, A., Martínez-Álvarez, F.

Journal:

Integrated Computer-Aided Engineering

Year:

2018

Language:

english

File:

PDF, 2.58 MB

english, 2018

3

Enfermedades transmitidas por los alimentos: Análisis del riesgo microbiológico

González, Lucia J, Martínez, Fernanda N, Rossi, Laura, Tornese, Mariela, Troncoso, Alcides

Journal:

Revista chilena de infectología

Year:

2010

File:

PDF, 507 KB

2010

4

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Project-Based Methodology to Lecture on Web Frameworks Applied to the Management of Health-Related Data

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 470 KB

english, 2020

5

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Data Mining for Statistical Evaluation of Summative and Competency-Based Assessments in Mathematics

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 817 KB

english, 2020

6

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Context-Aware Data Mining vs Classical Data Mining: Case Study on Predicting Soil Moisture

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 547 KB

english, 2020

7

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Improving Blockchain Security Validation and Transaction Processing Through Heterogeneous Computing

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 1.14 MB

english, 2020

8

[Lecture Notes in Computer Science] Hybrid Artificial Intelligent Systems Volume 9648 || Rainfall Prediction: A Deep Learning Approach

Martínez-Álvarez, Francisco, Troncoso, Alicia, Quintián, Héctor, Corchado, Emilio

Year:

2016

Language:

english

File:

PDF, 815 KB

english, 2016

9

In-memory distributed software solution to improve the performance of recommender systems

Costa-Montenegro, Enrique, Tsybanev, Alexander, Cerezo-Costas, Héctor, Javier González-Castaño, Francisco, Gil-Castiñeira, Felipe, Barragáns-Martínez, Belén, Almuiña-Troncoso, Diego

Journal:

Software: Practice and Experience

Year:

2016

Language:

english

File:

PDF, 1.06 MB

english, 2016

10

[IEEE 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) - Ixtapa, Mexico (2017.11.8-2017.11.10)] 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) - Homogeneity-based approach for bearing fault detection in induction motors by means of vibrations

Perez-Ramirez, Carlos A., Rodriguez, Martin Valtierra-, Dominguez-Gonzalez, Aurelio, Amezquita-Sanchez, Juan P., Camarena-Martinez, David, Troncoso, Rene J. Romero-

Year:

2017

Language:

english

File:

PDF, 705 KB

english, 2017

11

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Mirkwood: An Online Parallel Crawler

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 407 KB

english, 2020

12

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || An Introduction to Some Methods for Soft Computing in Fluid Dynamics

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 453 KB

english, 2020

13

Microsaccades: a neurophysiological analysis

Susana Martinez-Conde, Stephen L. Macknik, Xoana G. Troncoso, David H. Hubel

Journal:

Trends in Neurosciences

Year:

2009

Language:

english

File:

PDF, 507 KB

english, 2009

14

Application of high-resolution spectral analysis for identifying faults in induction motors by means of sound

Garcia-Perez, A., Romero-Troncoso, R. J., Cabal-Yepez, E., Osornio-Rios, R. A., Lucio-Martinez, J. A.

Journal:

Journal of Vibration and Control

Year:

2012

Language:

english

File:

PDF, 360 KB

english, 2012

15

New methodology for modal parameters identification of smart civil structures using ambient vibrations and synchrosqueezed wavelet transform

Perez-Ramirez, Carlos A., Amezquita-Sanchez, Juan P., Adeli, Hojjat, Valtierra-Rodriguez, Martin, Camarena-Martinez, David, Romero-Troncoso, Rene J.

Journal:

Engineering Applications of Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 4.69 MB

english, 2016

16

[Lecture Notes in Computer Science] Hybrid Artificial Intelligent Systems Volume 9648 ||

Martínez-Álvarez, Francisco, Troncoso, Alicia, Quintián, Héctor, Corchado, Emilio

Year:

2016

Language:

english

File:

PDF, 58.37 MB

english, 2016

17

[Lecture Notes in Computer Science] Hybrid Artificial Intelligent Systems Volume 9648 || Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles

Martínez-Álvarez, Francisco, Troncoso, Alicia, Quintián, Héctor, Corchado, Emilio

Year:

2016

Language:

english

File:

PDF, 818 KB

english, 2016

18

Fractal dimension and fuzzy logic systems for broken rotor bars detection in induction motors at start-up and steady-state regimes

Amezquita-Sanchez, JUan P., Valtierra-Rodriguez, Martin, Perez-Ramirez, Carlos, Camarena-Martinez, David, Garcia-Perez, Arturo, Romero-Troncoso, Rene

Journal:

Measurement Science and Technology

Year:

2017

Language:

english

File:

PDF, 1.73 MB

english, 2017

19

Analysis of various inverters feeding induction motors with incipient rotor fault using high-resolution spectral analysis

Martin-Diaz, I., Morinigo-Sotelo, D., Duque-Perez, O., Arredondo-Delgado, P.A., Camarena-Martinez, D., Romero-Troncoso, R.J.

Journal:

Electric Power Systems Research

Year:

2017

Language:

english

File:

PDF, 3.28 MB

english, 2017

20

A novel Spark-based multi-step forecasting algorithm for big data time series

Galicia, A., Torres, J.F., Martínez-Álvarez, F., Troncoso, A.

Journal:

Information Sciences

Year:

2018

Language:

english

File:

PDF, 933 KB

english, 2018

21

Big Data Analytics for Discovering Electricity Consumption Patterns in Smart Cities

Pérez-Chacón, Rubén, Luna-Romera, José, Troncoso, Alicia, Martínez-Álvarez, Francisco, Riquelme, José

Journal:

Year:

2018

Language:

english

File:

PDF, 3.02 MB

english, 2018

22

Big data time series forecasting based on nearest neighbours distributed computing with Spark

Talavera-Llames, R., Pérez-Chacón, R., Troncoso, A., Martínez-Álvarez, F.

Journal:

Knowledge-Based Systems

Year:

2018

Language:

english

File:

PDF, 1.10 MB

english, 2018

23

A scalable approach based on deep learning for big data time series forecasting

Torres, J.F., Galicia, A., Troncoso, A., Martínez-Álvarez, F.

Journal:

Integrated Computer-Aided Engineering

Year:

2018

File:

PDF, 2.58 MB

2018

24

Sociodemographic patterns of urine sodium excretion and its association with hypertension in Chile: a cross-sectional analysis

Petermann-Rocha, Fanny, Sillars, Anne, Brown, Rosemary, Sweeney, Lauren, Troncoso, Claudia, García-Hermoso, Antonio, Leiva, Ana María, Martínez, María Adela, Diaz-Martínez, Ximena, Poblete-Valderrama,

Journal:

Public Health Nutrition

Year:

2019

Language:

english

File:

PDF, 1.34 MB

english, 2019

25

Asociación de un índice de estilos de vida saludable con factores de riesgo cardiovascular en población chilena

Leiva, Ana María, Petermann-Rocha, Fanny, Martínez-Sanguinetti, María Adela, Troncoso-Pantoja, Claudia, Concha, Yeny, Garrido-Méndez, Alex, Díaz-Martínez, Ximena, Lanuza-Rilling, Fabián, Ulloa, Natali

Journal:

Revista médica de Chile

Year:

2018

File:

PDF, 1.83 MB

2018

26

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Neuro-Evolutionary Feature Selection to Detect Android Malware

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 274 KB

english, 2020

27

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Classifying Excavator Operations with Fusion Network of Multi-modal Deep Learning Models

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 1015 KB

english, 2020

28

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Feature Clustering to Improve Fall Detection: A Preliminary Study

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 531 KB

english, 2020

29

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Edge Computing Architectures in Industry 4.0: A General Survey and Comparison

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 1.30 MB

english, 2020

30

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Multiple Fault Diagnosis in Manufacturing Processes and Machines Using Probabilistic Boolean Networks

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 640 KB

english, 2020

31

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) ||

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 47.60 MB

english, 2020

32

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Ensemble Deep Learning for Forecasting $$^{222}Rn$$ 222 R n Radiation Level at Canfranc Underground Laboratory

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 445 KB

english, 2020

33

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Perturbing Convolutional Feature Maps with Histogram of Oriented Gradients for Face Liveness Detection

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 1.31 MB

english, 2020

34

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Deep Wavelet Extreme Learning Machine for Data Classification

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 834 KB

english, 2020

35

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Perturbing Convolutional Feature Maps with Histogram of Oriented Gradients for Face Liveness Detection

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

File:

PDF, 1.31 MB

2020

36

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Data Mining for Statistical Evaluation of Summative and Competency-Based Assessments in Mathematics

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

File:

PDF, 817 KB

2020

37

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Analysis of Teacher Training in Mathematics in Paraguay’s Elementary Education System Using Machine Learning Techniques

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 403 KB

english, 2020

38

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Context-Aware Data Mining vs Classical Data Mining: Case Study on Predicting Soil Moisture

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

File:

PDF, 547 KB

2020

39

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 1.25 MB

english, 2020

40

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Looking for the Antidote for Contaminated Water: Learning Through an Escape Game

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 1.84 MB

english, 2020

41

[Advances in Intelligent Systems and Computing] International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) Volume 951 (Seville, Spain, May 13th-15th, 2019 Proceedings) || Efficient Verification of Security Protocols Time Properties Using SMT Solvers

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

Language:

english

File:

PDF, 915 KB

english, 2020

42

[Advances in Intelligent Systems and Computing] 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) Volume 950 (Seville, Spain, May 13–15, 2019, Proceedings) || Neural Model of a Specific Single Proton Exchange Membrane PEM Fuel Cell

Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Sáez Muñoz, José António, Quintián, Héctor, Corchado, Emilio

Year:

2020

File:

PDF, 1.25 MB

2020

43

A Novel Ensemble Method for Electric Vehicle Power Consumption Forecasting: Application to the Spanish System

Gomez-Quiles, Catalina, Asencio-Cortes, Gualberto, Gastalver-Rubio, Adolfo, Martinez-Alvarez, Francisco, Troncoso, Alicia, Manresa, Joan, Riquelme, Jose C., Riquelme-Santos, Jesus M.

Journal:

Year:

2019

Language:

english

File:

PDF, 1.73 MB

english, 2019

44

Time-Series Clustering Based on the Characterization of Segment Typologies

Guijo-Rubio, David, Duran-Rosal, Antonio Manuel, Gutierrez, Pedro Antonio, Troncoso, Alicia, Hervas-Martinez, Cesar

Journal:

IEEE Transactions on Cybernetics

Year:

2020

Language:

english

File:

PDF, 2.99 MB

english, 2020

45

Resveratrol content in wines and musts from the south of Spain

M.V. Martínez-Ortega, M. C. Carcía-Parrilla, A. M. Troncoso

Journal:

Molecular Nutrition & Food Research

Year:

2000

Language:

english

File:

PDF, 41 KB

english, 2000

46

Development of self-assembled bacterial cellulose–starch nanocomposites

Cristian J. Grande, Fernando G. Torres, Clara M. Gomez, Omar P. Troncoso, Josep Canet-Ferrer, Juan Martínez-Pastor

Journal:

Materials Science and Engineering: C

Year:

2009

Language:

english

File:

PDF, 631 KB

english, 2009

47

Discovery of motifs to forecast outlier occurrence in time series

F. Martínez–Álvarez, A. Troncoso, J.C. Riquelme, J.S. Aguilar–Ruiz

Journal:

Pattern Recognition Letters

Year:

2011

Language:

english

File:

PDF, 841 KB

english, 2011

48

Different radical scavenging tests in virgin olive oil and their relation to the total phenol content

C. Samaniego Sánchez, A.M. Troncoso González, M.C. García-Parrilla, J.J. Quesada Granados, H. López García de la Serrana, M.C. López Martínez

Journal:

Analytica Chimica Acta

Year:

2007

Language:

english

File:

PDF, 286 KB

english, 2007

49

Asymptotic behavior and Hamiltonian analysis of anti-de Sitter gravity coupled to scalar fields

Marc Henneaux, Cristián Martínez, Ricardo Troncoso, Jorge Zanelli

Journal:

Annals of Physics

Year:

2007

Language:

english

File:

PDF, 279 KB

english, 2007

50

Pattern recognition to forecast seismic time series

A. Morales-Esteban, F. Martínez-Álvarez, A. Troncoso, J.L. Justo, C. Rubio-Escudero

Journal:

Expert Systems with Applications

Year:

2010

Language:

english

File:

PDF, 698 KB

english, 2010

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