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Lanza Gutiérrez, José Manuel

Ciencias de la Computación / Universidad de Alcalá

Publications

Data Analytics and Machine Learning in Education

  • Gómez-Pulido, J.A.
  • Park, Y.
  • Soto, R.
  • Lanza-Gutiérrez, J.M.

Applied Sciences (Switzerland) - 1/02/2023

Editor: MDPI

10.3390/app13031418 View at source

  • ISSN/ISBN 2076-3417
Open Access

Bindi: Affective Internet of Things to Combat Gender-Based Violence

  • Miranda Calero, J.A.
  • Rituerto-Gonzalez, E.
  • Luis-Mingueza, C.
  • Canabal, M.F.
  • Barcenas, A.R.
  • Lanza-Gutierrez, J.M.
  • Pelaez-Moreno, C.
  • Lopez-Ongil, C.
... View more Collapse

IEEE Internet of Things Journal (p. 21174-21193) - 1/5/2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jiot.2022.3177256 View at source

  • ISSN 2327-4662
  • ISSN/ISBN 2327-4662

Edge computing design space exploration for heart rate monitoring

  • Miranda, Jose A
  • Canabal, Manuel F
  • Gutierrez-Martin, Laura
  • Lanza-Gutierrez, Jose M
  • Lopez-Ongil, Celia

INTEGRATION-THE VLSI JOURNAL (p. 171-179) - 1/2/2022

Editor: Elsevier B.V.

https://doi.org/10.1016/j.vlsi.2022.02.003 View at source

  • EISSN 1872-7522
  • ISSN 01679260
  • ISSN/ISBN 0167-9260
Open Access

Fear recognition for women using a reduced set of physiological signals

  • Miranda, Jose A
  • F Canabal, Manuel
  • Gutierrez-Martin, Laura
  • Lanza-Gutierrez, Jose M
  • Portela-Garcia, Marta
  • Lopez-Ongil, Celia

Sensors (p. 1587) - 1/3/2021

Editor: MDPI AG

https://doi.org/10.3390/s21051587 View at source

  • EISSN 1424-8220
  • ISSN 14248220
  • ISSN/ISBN 1424-8220

A Machine Learning-Based Methodology for in-Process Fluid Characterization With Photonic Sensors

  • Marino, R.
  • Otero, A.
  • Quintero, S.
  • Holgado, M.
  • Lanza-Gutierrez, J.M.

Ieee Sensors Journal (p. 26059-26073) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jsen.2021.3118490 View at source

  • ISSN 1530437X
  • ISSN/ISBN 1558-1748

3D-LIDAR Based Object Detection and Tracking on the Edge of IoT for Railway Level Crossing

  • Wisultschew, C.
  • Mujica, G.
  • Lanza-Gutierrez, J.M.
  • Portilla, J.

Ieee Access (p. 35718-35729) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3062220 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

A Machine-Learning-Based Distributed System for Fault Diagnosis with Scalable Detection Quality in Industrial IoT

  • Marino, R.
  • Wisultschew, C.
  • Otero, A.
  • Lanza-Gutierrez, J.M.
  • Portilla, J.
  • Torre, E.D.L.

Ieee Internet Of Things Journal (p. 4339-4352) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/jiot.2020.3026211 View at source

  • ISSN 23274662
  • ISSN/ISBN 2327-4662

Q-learnheuristics: Towards data-driven balanced metaheuristics

  • Crawford, B.
  • Soto, R.
  • Lemus-Romani, J.
  • Becerra-Rozas, M.
  • Lanza-Gutiérrez, J.M.
  • Caballé, N.
  • Castillo, M.
  • Tapia, D.
  • Cisternas-Caneo, F.
  • García, J.
  • Astorga, G.
  • Castro, C.
  • Rubio, J.-M.
... View more Collapse

Mathematics - 2/08/2021

Editor: MDPI AG

10.3390/math9161839 View at source

  • ISSN/ISBN 2227-7390

Exploring Further Advantages in an Alternative Formulation for the Set Covering Problem

  • Lanza-Gutierrez, J.M.
  • Caballe, N.C.
  • Crawford, B.
  • Soto, R.
  • Gomez-Pulido, J.A.
  • Paredes, F.
  • Singh, D.
... View more Collapse

Mathematical Problems in Engineering - 2020

Editor: Hindawi Limited

10.1155/2020/5473501 View at source

  • ISSN/ISBN 1563-5147

Towards an Machine Learning-Based Edge Computing Oriented Monitoring System for the Desert Border Surveillance Use Case

  • Bellazi, K.M.
  • Marino, R.
  • Lanza-Gutierrez, J.M.
  • Riesgo, T.

Ieee Access (p. 218304-218322) - 1/1/2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2020.3042699 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

This researcher has no books.

Embedding principal component analysis inference in expert sensors for big data applications

  • Marino R
  • Lanza-Gutierrez JM
  • Riesgo T

Big Data Recommender Systems: Application Paradigms (p. 83-105) - 1/1/2019

Editor: Institution of Engineering and Technology

10.1049/pbpc035g_ch6 View at source

  • ISSN/ISBN 9781785619779

Applying an Electromagnetism-like algorithm for solving the manufacturing cell design problem

  • Lanza-Gutierrez, J.M.
  • Gomez-Pulido, J.A.
  • Soto, R.
  • Fernandez, N.
  • Crawford, B.
  • Castillo, C.

Intelligent Systems: Concepts, Methodologies, Tools, and Applications (p. 1212-1231) - 2018

Editor: IGI Global

10.4018/978-1-5225-5643-5.ch051 View at source

  • ISSN/ISBN 9781522556435

Applying an electromagnetism-like algorithm for solving the manufacturing cell design problem

  • Lanza-Gutierrez, J.M.
  • Soto, R.
  • Crawford, B.
  • Gomez-Pulido, J.A.
  • Fernandez, N.
  • Castillo, C.

Recent Developments in Intelligent Nature-Inspired Computing (p. 37-61) - 2017

Editor: IGI Global

10.4018/978-1-5225-2322-2.ch002 View at source

  • ISSN/ISBN 9781522523222

Solving the S-box design problem with Chimp Optimization Algorithm improved by Opposition Based Learning

  • González, F.
  • Soto, R.
  • Lanza-Gutiérrez, J.M.

ACM International Conference Proceeding Series (p. 92-99) - 24/04/2024

Editor: Association for Computing Machinery

10.1145/3665065.3665080 View at source

  • ISSN/ISBN 9798400717291

Comparison between stochastic gradient descent and VLE metaheuristic for optimizing matrix factorization

  • Gómez-Pulido, J.A.
  • Cortés-Toro, E.
  • Durán-Domínguez, A.
  • Lanza-Gutiérrez, J.M.
  • Crawford, B.
  • Soto, R.

Communications in Computer and Information Science (p. 153-164) - 2020

Editor: Springer

10.1007/978-3-030-41913-4_13 View at source

  • ISSN/ISBN 9783030419127

Electrodermal Activity Smart Sensor Integration in a Wearable Affective Computing System

  • Canabal, M F
  • Miranda, J A
  • Lanza-Gutierrez, Jose M
  • Perez Garcilopez, A, I
  • Lopez-Ongil, C

2020 35th Conference on Design of Circuits and Integrated Systems, DCIS 2020 - 1/1/2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis51330.2020.9268662 View at source

  • ISSN 24716170
  • ISSN/ISBN 9781728191324

A Design Space Exploration for Heart Rate Variability in a Wearable Smart Device

  • Miranda, J A
  • Canabal, M F
  • Gutierrez-Martin, L
  • Lanza-Gutierrez, Jose M
  • Lopez-Ongil, C

2020 35th Conference on Design of Circuits and Integrated Systems, DCIS 2020 - 1/1/2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis51330.2020.9268628 View at source

  • ISSN 24716170
  • ISSN/ISBN 9781728191324

A hybrid data fusion architecture for bindi: A wearable solution to combat gender-based violence

  • Rituerto-González E
  • Miranda JA
  • Canabal MF
  • Lanza-Gutiérrez JM
  • Peláez-Moreno C
  • López-Ongil C

Communications in Computer and Information Science (p. 223-237) - 1/1/2020

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-030-59000-0_17 View at source

  • ISSN/ISBN 9783030589998

An embedded cascade SVM approach for face detection in the IoT edge layer

  • Damljanovic, A.
  • Lanza-Gutierrez, J.M.

Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society (p. 2809-2814) - 2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/iecon.2018.8591634 View at source

  • ISSN/ISBN 9781509066841

Embedded Emotion Recognition within Cyber-Physical Systems using Physiological Signals

  • Miranda Calero, Jose Angel
  • Marino, Rodrigo
  • Lanza Gutierrez, Jose Manuel
  • Riesgo, Teresa
  • Garcia Valderas, Mario
  • Lopez Ongil, Celia

Proceedings - 33rd Conference On Design Of Circuits And Integrated Systems, Dcis 2018 (p. 1-6) - 3/4/2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis.2018.8681496 View at source

  • ISBN 978-1-7281-0171-2
  • ISSN/ISBN 9781728101712

Hardware Accelerator for Ethanol Detection in Water Media based on Machine Learning Techniques

  • Marino R
  • Quintero S
  • Lanza-Gutierrez JM
  • Riesgo T
  • Holgado M
  • Portilla J
  • De La Torre E
... View more Collapse

2019 34th Conference On Design Of Circuits And Integrated Systems, Dcis 2019 (p. 1-6) - 1/11/2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis201949030.2019.8959937 View at source

  • ISSN/ISBN 9781728154589

Toward Fear Detection using Affect Recognition

  • Miranda JA
  • Canabal MF
  • Lanza-Gutierrez JM
  • Garcia MP
  • Lopez-Ongil C

2019 34th Conference on Design of Circuits and Integrated Systems, DCIS 2019 - 1/11/2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis201949030.2019.8959852 View at source

  • ISSN/ISBN 9781728154589