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Center for Computing Research, Member of National Researchers System of Mexico, Virtual Instrumentation, Measurement and Intelligent Processing of Physical Variables, Harmful health effects of environmental noise, Biomechanical Analysis, Parkinson Disease, Monitoring systems
Mexico

Biography

PhD in Technical Sciences for the Higher Polytechnical Institute "José Antonio Echeverría", Havana, Cuba (1998). Professor-Researcher of the Centre for Computing Research of National Polytechnic Institute, Mexico City, since 2000. Member of the National Researchers System of Mexico. His research interests include biomechanical analysis; Parkinson's disease; environmental noise indicators and acoustic indexes for urban spaces; harmful health effects of environmental noise; measurement and monitoring systems; expert systems; virtual instrumentation; signal pattern recognition; intelligent systems for automation.

Activities

Employment (2)

National Polytechnic Institute, Center for Computing Research.: Mexico, Ciudad de México, MX

2000-10-01 to present | Senior Professor-Researcher (Intelligent systems and automatization)
Employment
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Polytechnic José Antonio Echeverría: Havana, Havana, CU

1980-06-01 to 2000-01-01 | Professor-Researcher (Automation)
Employment
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Education and qualifications (1)

Ph.D in Technical Sciences for the Higher Polytechnical Institute: Havana, Havana, CU

1998-01-01 to present | Ph.D
Education
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Professional activities (6)

National Polytechnic Institute: Mexico, Mexico City, MX

2022-11-05 | Research Award and Postgraduate Thesis Director Award of PhD and MSc (Centre for Computing Research)
Distinction
Source: Self-asserted source
Luis Pastor Sánchez Fernández

National Polytechnic Institute: Mexico, Mexico City, MX

2018-12-06 | Thesis director: Award for the best MSc thesis IPN 2018 (Centre for Computing Research)
Distinction
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Center for Computing Research: Mexico, Mexico, MX

2016-11-11 | Thesis Director: Award for the best Ph.D. thesis (Centre for Computing Research)
Distinction
Source: Self-asserted source
Luis Pastor Sánchez Fernández

National Polytechnic Institute: Mexico, Mexico City, MX

2014-12-06 | Thesis Director: Award for the best MSc thesis IPN, 2014 (Centre for Computing Research)
Distinction
Source: Self-asserted source
Luis Pastor Sánchez Fernández

National Polytechnic Institute delivers the "Research Award at the IPN" corresponding to 2014: México, Mexico City, MX

2014-12-05 | Research Award IPN 2014
Distinction
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Member of National Researchers System of Mexico: Mexico, Mexico City, MX

2007-01-01
Distinction
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Funding (2)

METHODS FOR PATTERN RECOGNITION AND ANALYSIS OF VIBRO-ACOUSTIC SIGNALS

2015-02 to present | Grant
National Council of Science and Technology. Mexico (Mexico, Mexico, MX)
Source: Self-asserted source
Luis Pastor Sánchez Fernández

ADVANCED SYSTEM OF ENVIRONMENTAL MONITORING OF SOUNDS AND VIBRATIONS

2007-02 to 2011-01 | Grant
National Council of Science and Technology, Mexico (Mexico, Mexico, MX)
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Works (50 of 89)

Items per page:
Page 1 of 2

Motion Smoothness Analysis of the Gait Cycle, Segmented by Stride and Associated with the Inertial Sensors’ Locations

Sensors
2025-01-09 | Journal article
Contributors: Leonardo Eliu Anaya-Campos; Luis Pastor Sánchez-Fernández; Ivett Quiñones-Urióstegui
Source: check_circle
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Computer model for gait assessments in Parkinson's patients using a fuzzy inference model and inertial sensors

Artificial Intelligence in Medicine
2024-12-24 | Journal article
Part of ISSN: 0933-3657
Contributors: Luis Pastor Sánchez-Fernández; Luis Alejandro Sánchez-Pérez; Juan Manuel Martínez-Hernández
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Network Long-Term Evolution Quality of Service Assessment Using a Weighted Fuzzy Inference System

Mathematics
2024-12-18 | Journal article
Contributors: Julio Ernesto Zaldivar-Herrera; Luis Pastor Sánchez-Fernández; Luis Manuel Rodríguez-Méndez
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Biomechanics of Parkinson’s Disease with Systems Based on Expert Knowledge and Machine Learning: A Scoping Review

Computation
2024-11-17 | Journal article
Contributors: Luis Pastor Sánchez-Fernández
Source: check_circle
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An Integrated Approach to the Regional Estimation of Soil Moisture

Hydrology
2024-10-11 | Journal article
Contributors: Luis Pastor Sánchez-Fernández; Diego Alberto Flores-Carrillo; Luis Alejandro Sánchez-Pérez
Source: check_circle
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A Fuzzy Inference Model for Evaluating Data Transfer in LTE Mobile Networks via Crowdsourced Data

Computación y Sistemas
2024-09-30 | Journal article
Part of ISSN: 2007-9737
Part of ISSN: 1405-5546
Contributors: Julio Ernesto Zaldivar-Herrera; Luis Pastor Sánchez-Fernández; Luis Manuel Rodríguez-Méndez; María Teresa Zagaceta-Álvarez
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Computer Model for an Intelligent Adjustment of Weather Conditions Based on Spatial Features for Soil Moisture Estimation

Mathematics
2024-01-02 | Journal article
Contributors: Luis Pastor Sánchez-Fernández; Diego Alberto Flores-Carrillo; Luis Alejandro Sánchez-Pérez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Kinetic tremor analysis using wearable sensors and fuzzy inference systems in Parkinson's disease

Biomedical Signal Processing and Control
2023-07 | Journal article
Part of ISSN: 1746-8094
Contributors: Luis Pastor Sánchez-Fernández; Luis Alejandro Sánchez-Pérez; Paula Denisse Concha-Gómez; Adnan Shaout
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Buildings’ Biaxial Tilt Assessment Using Inertial Wireless Sensors and a Parallel Training Model

Sensors
2023-06-05 | Journal article
Contributors: Luis Pastor Sánchez-Fernández; Luis Alejandro Sánchez-Pérez; José Juan Carbajal-Hernández; Mario Alberto Hernández-Guerrero; Lucrecia Pérez-Echazabal
Source: check_circle
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Preferred source (of 3)‎

A Computer Method for Pronation-Supination Assessment in Parkinson’s Disease Based on Latent Space Representations of Biomechanical Indicators

Bioengineering
2023-05-13 | Journal article
Contributors: Luis Pastor Sánchez-Fernández; Alejandro Garza-Rodríguez; Luis Alejandro Sánchez-Pérez; Juan Manuel Martínez-Hernández
Source: check_circle
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Preferred source (of 2)‎

Assessment of Coastal Locations Safety Using a Fuzzy Analytical Hierarchy Process-Based Model

Sustainability
2022-05-14 | Journal article
Part of ISSN: 2071-1050
Contributors: Luis Pastor Sánchez Fernández; Alberto Daniel Dávila-Lamas; José J. Carbajal-Hernández; Luis P. Sánchez-Fernández; Virginia B. Niebla-Zatarain; César A. Hoil-Rosas
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Computer models evaluating hand tremors in Parkinson's disease patients

Computers in Biology and Medicine
2022-01-24 | Journal article
Part of ISSN: 0010-4825
Contributors: Luis Pastor Sánchez Fernández
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Discretization accuracy of continuous signal peak values in limited bandwidth systems

Computacion y Sistemas
2021 | Journal article
EID:

2-s2.0-85102490308

Part of ISSN: 20079737 14055546
Contributors: Fernández, L.P.S.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Environmental noise indicators and acoustic indexes based on fuzzy modelling for urban spaces

Ecological Indicators
2021 | Journal article
EID:

2-s2.0-85103783739

Part of ISSN: 1470160X
Contributors: Sánchez Fernández, L.P.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Weighted fuzzy inference system for water quality management of Chirostoma estor estor culture

Aquaculture Reports
2020-10-19 | Journal article
Part of ISSN: 2352-5134
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Fuzzy inference model based on triaxial signals for pronation and supination assessment in Parkinson’s disease patients

Artificial Intelligence in Medicine
2020-05 | Journal article
Part of ISSN: 0933-3657
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Soil Moisture Regional Estimation Approach to Determine Irrigation Demands

Computación y Sistemas
2020-03-30 | Journal article
Part of ISSN: 2007-9737
Part of ISSN: 1405-5546
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Computer model for leg agility quantification and assessment for Parkinson’s disease patients

Medical and Biological Engineering and Computing
2019 | Journal article
EID:

2-s2.0-85053504441

Contributors: Ornelas-Vences, C.; Sánchez-Fernández, L.P.; Sánchez-Pérez, L.A.; Martínez-Hernández, J.M.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

An Analytical Hierarchy Process to manage water quality in white fish (Chirostoma estor estor) intensive culture

Computers and Electronics in Agriculture
2019-12-01 | Journal article
Part of ISSN: 0168-1699
Source: Self-asserted source
Luis Pastor Sánchez Fernández

METHOD FOR THE DYNAMIC EVALUATION OF AIR QUALITY

Mexico
2019-03-12 | Patent
Source: Self-asserted source
Luis Pastor Sánchez Fernández

Biomechanical Signal Analysis for Evaluation of Gait in Parkinson's Disease

IEEE International Conference on Emerging Technologies and Factory Automation, ETFA
2018 | Conference paper
EID:

2-s2.0-85057276256

Contributors: Fernandez, L.P.S.; Perez, L.A.S.; Hernandez, J.J.C.; De Rodriguez Jordan, G.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Oil whirl fault detection in induction motors using orbital analysis and neural networks

Lecture Notes in Networks and Systems
2018 | Book chapter
EID:

2-s2.0-85062908560

Contributors: Hernández, J.J.C.; Cordero, G.L.; Fernández, L.P.S.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Pronation and supination analysis based on biomechanical signals from Parkinson's disease patients

Artificial Intelligence in Medicine
2018 | Journal article
EID:

2-s2.0-85031329120

Contributors: Garza-Rodríguez, A.; Sánchez-Fernández, L.P.; Sánchez-Pérez, L.A.; Ornelas-Vences, C.; Ehrenberg-Inzunza, M.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Rest tremor quantification based on fuzzy inference systems and wearable sensors

International Journal of Medical Informatics
2018 | Journal article
EID:

2-s2.0-85044025554

Contributors: Sanchez-Perez, L.A.; Sanchez-Fernandez, L.P.; Shaout, A.; Martinez-Hernandez, J.M.; Alvarez-Noriega, M.J.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

A model based on an artificial neural network for assessing water quality on large shrimp farms.,Modelo basado en redes neuronales artificiales para la evaluación de la calidad del agua en sistemas de cultivo extensivo de camarón

Tecnologia y Ciencias del Agua
2017 | Journal article
EID:

2-s2.0-85031704499

Contributors: Hernández, J.J.C.; Fernández, L.P.S.; Bautista, I.H.; López, J.H.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Fuzzy inference model evaluating turn for Parkinson's disease patients

Computers in Biology and Medicine
2017 | Journal article
EID:

2-s2.0-85029588284

Contributors: Ornelas-Vences, C.; Sanchez-Fernandez, L.P.; Sanchez-Perez, L.A.; Garza-Rodriguez, A.; Villegas-Bastida, A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Marine mammal sound classification based on a parallel recognition model and octave analysis

Applied Acoustics
2017 | Journal article
EID:

2-s2.0-85007043733

Contributors: González-Hernández, F.R.; Sánchez-Fernández, L.P.; Suárez-Guerra, S.; Sánchez-Pérez, L.A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Neural network modelling for dissolved oxygen effects in extensive litopenaeus vannamei culture

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85028465198

Contributors: Carbajal-Hernández, J.J.; Sánchez-Fernández, L.P.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Soil moisture Fuzzy Estimation Approach based on Decision-Making

Environmental Modelling and Software
2017 | Journal article
EID:

2-s2.0-85012949979

Contributors: Flores-Carrillo, D.A.; Sánchez-Fernández, L.P.; Sánchez-Pérez, L.A.; Carbajal-Hernández, J.J.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Air quality assessment using a weighted Fuzzy Inference System

Ecological Informatics
2016 | Journal article
EID:

2-s2.0-84963934440

Contributors: Olvera-García, M.A.; Carbajal-Hernández, J.J.; Sánchez-Fernández, L.P.; Hernández-Bautista, I.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Aircraft class recognition based on take-off noise patterns,Reconocimiento de clases de aeronaves con base en patrones del ruido en el despegue

Computacion y Sistemas
2016 | Journal article
EID:

2-s2.0-85007337244

Contributors: Sánchez Pérez, L.A.; Sánchez-Fernández, L.P.; Suarez-Guerra, S.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Airport take-off noise assessment aimed at identify responsible aircraft classes

Science of the Total Environment
2016 | Journal article
EID:

2-s2.0-84945957984

Contributors: Sanchez-Perez, L.A.; Sanchez-Fernandez, L.P.; Shaout, A.; Suarez-Guerra, S.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Classification of unbalance and misalignment in induction motors using orbital analysis and associative memories

Neurocomputing
2016 | Journal article
EID:

2-s2.0-84948823355

Contributors: Juan Carbajal-Hernández, J.; Sánchez-Fernández, L.P.; Hernández-Bautista, I.; Medel-Juárez, J.D.J.; Sánchez-Pérez, L.A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Fuzzy Gain Scheduled Smith Predictor for Temperature Control in an Industrial Steel Slab Reheating Furnace

IEEE Latin America Transactions
2016 | Journal article
EID:

2-s2.0-85008440664

Contributors: Benitez, I.O.; Rivas, R.; Feliu, V.; Sánchez, L.P.; Sánchez, L.A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Predominant environmental noise classification over sound mixing based on source-specific dictionary

Applied Acoustics
2016 | Journal article
EID:

2-s2.0-84973467704

Contributors: López-Pacheco, M.G.; Sánchez-Fernández, L.P.; Molina-Lozano, H.; Sánchez-Pérez, L.A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Aircraft class recognition based on dynamic hierarchical weighting of multiple neural networks outputs

IntelliSys 2015 - Proceedings of 2015 SAI Intelligent Systems Conference
2015 | Conference paper
EID:

2-s2.0-84962721116

Contributors: Sanchez-Perez, L.A.; Sanchez-Fernandez, L.P.; Suarez-Guerra, S.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Dynamic hierarchical aggregation of parallel outputs for aircraft take-off noise identification

Engineering Applications of Artificial Intelligence
2015 | Journal article
EID:

2-s2.0-84946023076

Contributors: Sanchez-Perez, L.A.; Sanchez-Fernandez, L.P.; Suarez-Guerra, S.; Lopez-Pacheco, M.G.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Methods of analysis for urban environmental noise

IntelliSys 2015 - Proceedings of 2015 SAI Intelligent Systems Conference
2015 | Conference paper
EID:

2-s2.0-84962685304

Contributors: Fernandez, L.P.S.; Perez, L.A.S.; Hernandez, J.J.C.; Echazabal, L.P.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

A method for environmental acoustic analysis improvement based on individual evaluation of common sources in urban areas

Science of the Total Environment
2014 | Journal article
EID:

2-s2.0-84884722656

Contributors: López-Pacheco, M.G.; Sánchez-Fernández, L.P.; Molina-Lozano, H.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Aircraft take-off noises classification based on human auditory's matched features extraction

Applied Acoustics
2014 | Journal article
EID:

2-s2.0-84901624574

Contributors: Márquez-Molina, M.; Sánchez-Fernández, L.P.; Suárez-Guerra, S.; Sánchez-Pérez, L.A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Geo-referenced flight path estimation based on spatio-temporal information extracted from aircraft take-off noise

Digital Signal Processing: A Review Journal
2014 | Journal article
EID:

2-s2.0-84900833870

Contributors: Sánchez-Pérez, L.A.; Sánchez-Fernández, L.P.; Suárez-Guerra, S.; Márquez-Molina, M.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Rotor unbalance detection in electrical induction motors using orbital analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84904890752

Contributors: Carbajal-Hernández, J.J.; Sánchez-Fernández, L.P.; Suárez-Guerra, S.; Hernández-Bautista, I.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Aircraft class identification based on take-off noise signal segmentation in time

Expert Systems with Applications
2013 | Journal article
EID:

2-s2.0-84878302290

Contributors: Sánchez-Pérez, L.A.; Sánchez-Fernández, L.P.; Suárez-Guerra, S.; Carbajal-Hernández, J.J.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Aircraft classification and acoustic impact estimation based on real-time take-off noise measurements

Neural Processing Letters
2013 | Journal article
EID:

2-s2.0-84885431476

Contributors: Sánchez Fernández, L.P.; Sánchez Pérez, L.A.; Carbajal Hernández, J.J.; Rojo Ruiz, A.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Assessment and prediction of water quality in shrimp culture,Diagnóstico y predicción del hábitat en la camaronicultura

Computacion y Sistemas
2013 | Journal article
EID:

2-s2.0-84886406851

Contributors: Hernández, J.J.C.; Fernández, L.P.S.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Combined neural control to generate wave spectrums,Control Neuronal Combinado para Generar Espectros de Oleajes

RIAI - Revista Iberoamericana de Automatica e Informatica Industrial
2013 | Journal article
EID:

2-s2.0-84889596843

Contributors: Fernández, L.P.S.; Hernández, J.J.C.; Pérez, L.A.S.; Charles, R.H.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Misalignment identification in induction motors using orbital pattern analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84893170843

Contributors: Carbajal-Hernández, J.J.; Sańchez-Fernández, L.P.; Landassuri-Moreno, V.M.; De Medel-Juárez, J.J.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Single-step-ahead and multi-step-ahead prediction with evolutionary artificial neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84893190926

Contributors: Landassuri-Moreno, V.M.; Bustillo-Hernández, C.L.; Carbajal-Hernández, J.J.; Sańchez Fernández, L.P.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

Water quality assessment in shrimp culture using an analytical hierarchical process

Ecological Indicators
2013 | Journal article
EID:

2-s2.0-84872976242

Contributors: Carbajal-Hernández, J.J.; Sánchez-Fernández, L.P.; Villa-Vargas, L.A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier

A modification of the lernmatrix for real valued data processing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
EID:

2-s2.0-84865604603

Contributors: Carbajal-Hernández, J.J.; Sánchez-Fernández, L.P.; Sánchez-Pérez, L.A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Luis Pastor Sánchez Fernández via Scopus - Elsevier
Items per page:
Page 1 of 2

Peer review (17 reviews for 8 publications/grants)

Review activity for Artificial intelligence in medicine. (2)
Review activity for Biocybernetics and Biomedical Engineering. (2)
Review activity for Biomedical signal processing and control. (4)
Review activity for Clinical parkinsonism & related disorders. (2)
Review activity for Computers & electrical engineering. (1)
Review activity for Computers in biology and medicine. (4)
Review activity for Data in brief. (1)
Review activity for Engineering applications of artificial intelligence. (1)