Dr. Alejandro Medina Santiago | Machine Learning | Best Researcher Award
Doctorate at Institute National of Astrophysics, Optics and Electronics, Mexico
Profiles
Education
- Doctor of Science in Electrical Engineering
Center for Research and Advanced Studies of the I.P.N.- Specialty: VLSI Circuit Design for Neural Networks and Fuzzy Logic
- Thesis: Design of Basic Cells for Arithmetic Operations Using Multi-Entry Floating Gate Devices
- Master of Science in Electrical Engineering
Center for Research and Advanced Studies of the I.P.N.- Specialty: VLSI Circuit Design for Neural Networks and Fuzzy Logic
- Thesis: Electronic Design of a Neural Network-Based Classification System for Analog Signals
- Electronics Engineer
TecNM/Campus Tuxtla Gutierrez
Research Area
- Signal Processing
- Internet of Things (IoT)
- Cybersecurity
- Circuit Design
Software Development
- Software Title: Physiological Parameter Reading via Bluetooth
- Registered: December 6, 2018
Research Projects
- Deep Neural Networks and Automotive Systems (Ciencia de Frontera 2023)
- Automotive Embedded Systems for Instrument Activity Logging (Ciencia Básica 2017-2018)
- Mango Anthracnose Detection Using Image Processing (PEI 2016)
- IoT Workshops for Youth in Chiapas (Conacyt 2019)
- Collaborative Mobile Robots for Precision Agriculture
Supervised Theses
- Doctoral Theses:
- Wireless Neuro-Fuzzy Control Systems for Solar Energy Optimization
- Semi-Autonomous Devices for the Visually Impaired
- Forest Fire Prevention via AR Drone Neuro-Fuzzy Control
- Master’s Theses:
- IoT-based Automotive Information Systems
- Neuro-Fuzzy Logic for Arrhythmia Detection in ECG Signals
- Intelligent Control for Water Treatment Plants
Achievements
- SNI-1 Member (2021–2025)
- Lead investigator in cutting-edge research initiatives for IoT, signal processing, and intelligent systems.
Publications
TurboPixels: A Superpixel Segmentation Algorithm Suitable for Real-Time Embedded Applications
- Authors: Aguilar-González, A., Medina Santiago, A., Orozco Torres, J.A., Pérez Patricio, M., Morales-Navarro, N.A.
- Journal: Applied Sciences (Switzerland)
- Year: 2024
Object/Scene Recognition Based on a Directional Pixel Voting Descriptor
- Authors: Aguilar-González, A., Medina Santiago, A., Osuna-Coutiño, J.A.D.J.
- Journal: Applied Sciences (Switzerland)
- Year: 2024
Multilayer Fuzzy Inference System for Predicting the Risk of Dropping out of School at the High School Level
- Authors: Antonio Orozco Torres, J., Santiago, A.M., Manuel Villegas Izaguirre, J., Amador Garcia, M., Falconi Alejandro, G.
- Journal: IEEE Access
- Year: 2024
Fault Diagnosis for Takagi-Sugeno Model Wind Turbine Pitch System
- Authors: Rodriguez, J.I.B., Hernandez-De-Leon, H.R., Marin, J.A., Zapata, B.Y.L., Guzman-Rabasa, J.A.
- Journal: IEEE Access
- Year: 2024
Hypertension Diagnosis with Backpropagation Neural Networks for Sustainability in Public Health
- Authors: Orozco Torres, J.A., Medina Santiago, A., Villegas Izaguirre, J.M., Amador García, M., Delgado Hernández, A.
- Journal: Sensors
- Year: 2022
Dr. Alejandro Medina Santiago | Machine Learning | Best Researcher Award