Publications (48) José Manuel Lanza Gutiérrez publications View referenced research data.

2024

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

    ACM International Conference Proceeding Series

  2. WEMAC: Women and Emotion Multi-modal Affective Computing dataset

    Scientific Data

2023

  1. Data Analytics and Machine Learning in Education

    Applied Sciences (Switzerland)

2022

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

    IEEE Internet of Things Journal, Vol. 9, Núm. 21, pp. 21174-21193

  2. Edge computing design space exploration for heart rate monitoring

    Integration, Vol. 84, pp. 171-179

2021

  1. 3D-LIDAR based object detection and tracking on the edge of IoT for railway level crossing

    IEEE Access, Vol. 9, pp. 35718-35729

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

    IEEE Internet of Things Journal, Vol. 8, Núm. 6, pp. 4339-4352

  3. A machine learning-based methodology for in-process fluid characterization with photonic sensors

    IEEE Sensors Journal, Vol. 21, Núm. 22, pp. 26059-26073

  4. Fear recognition for women using a reduced set of physiological signals

    Sensors, Vol. 21, Núm. 5, pp. 1-31

  5. Q-learnheuristics: Towards data-driven balanced metaheuristics

    Mathematics, Vol. 9, Núm. 16

2020

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

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

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

    Communications in Computer and Information Science

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

    Communications in Computer and Information Science

  4. Electrodermal Activity Smart Sensor Integration in a Wearable Affective Computing System

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

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

    Mathematical Problems in Engineering, Vol. 2020

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

    IEEE Access, Vol. 8, pp. 218304-218322

2019

  1. A Novel Data Processing Technique for Expert Resonant Nano-Pillars Transducers: A Case Study Measuring Ethanol in Water and Wine Liquid Matrices

    IEEE Access, Vol. 7, pp. 129778-129788

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

    Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society

  3. Data Science and AI-Based Optimization in Scientific Programming

    Scientific Programming

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

    Big Data Recommender Systems: Application Paradigms (Institution of Engineering and Technology), pp. 83-105