Personal information

Emails & domains

Verified email domains

Other IDs

Scopus Author ID: 7003919049
Scopus Author ID: 57205540969
Scopus Author ID: 57216318428
Scopus Author ID: 57350001200

Keywords

Artificial Intelligence, Machine Learning, Deep Learning, Fuzzy Systems

Countries

Ecuador

Activities

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Employment (1)

Escuela Superior Politécnica del Litoral: Guayaquil, Guayas, EC

1987-05-01 to present | Professor/Ph.D. (Electrical & Computer Engineering)
Employment
Source: Self-asserted source
Enrique Pelaez

Education and qualifications (3)

University of South Carolina: Columbia, SC, US

1991-05-02 to 1994-12-05 | Ph.D. (Electrical & Computer Engineering)
Education
Source: Self-asserted source
Enrique Pelaez

University of South Carolina: Columbia, SC, US

1989-08-01 to 1991-12-05 | Master of Science (Electrical & Computer Engineering)
Education
Source: Self-asserted source
Enrique Pelaez

Escuela Superior Politécnica del Litoral: Guayaquil, Guayas, EC

1981-05-02 to 1988-02-01 | Engineer (Electrical & Computer Engineering)
Education
Source: Self-asserted source
Enrique Pelaez

Professional activities (2)

IEEE: New York, NY, US

2011-01-01 to present | Senior Member (Computational Intelligence Society)
Membership
Source: Self-asserted source
Enrique Pelaez

Carnegie Mellon University : Pittsburgh, PA, US

2018-05-01 to 2019-05-31 | Visiting Scholar (Language Technologies Institute)
Invited position
Source: Self-asserted source
Enrique Pelaez

Works (49)

Anatomical Footprint of the Impulse Control Disorders in Parkinson’s Disease: A Convolutional Vision Transformers Approach

2024 | Book chapter
DOI: 10.1007/978-3-031-69228-4_19
Contributors: Edwin Valarezo-Añazco; Carlos Jiménez-F.; Alisson Constantine-M.; Enrique Peláez; Francis-R. Loayza; Gianpaolo Maggi; Ignacio Obeso
Source: check_circle
Crossref

An artificial intelligence approach for segmenting and classifying brain lesions caused by stroke

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2024-01-19 | Journal article
DOI: 10.1080/21681163.2023.2264410
Contributors: Roberto Mena; Enrique Pelaez; Francis Loayza; Alex Macas; Heydy Franco-Maldonado
Source: check_circle
Crossref

A Pipeline for Segmenting and Classifying Brain Lesions Caused by Stroke: A Machine Learning Approach

Lecture Notes in Networks and Systems
2022 | Book
DOI: 10.1007/978-3-031-04829-6_37
EID:

2-s2.0-85130299273

Part of ISSN: 23673389 23673370
Contributors: Mena, R.; Macas, A.; Pelaez, E.; Loayza, F.; Franco-Maldonado, H.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier
grade
Preferred source (of 2)‎

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

arXiv
2022 | Other
EID:

2-s2.0-85129651068

Part of ISSN: 23318422
Contributors: Pati, S.; Baid, U.; Edwards, B.; Sheller, M.; Wang, S.-H.; Reina, G.A.; Foley, P.; Gruzdev, A.; Karkada, D.; Davatzikos, C. et al.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Identification of Lower-Limb Motor Tasks via Brain–Computer Interfaces: A Topical Overview

Sensors
2022 | Journal article
DOI: 10.3390/s22052028
EID:

2-s2.0-85125906337

Part of ISSN: 14248220
Contributors: Asanza, V.; Peláez, E.; Loayza, F.; Lorente-Leyva, L.L.; Peluffo-Ordóñez, D.H.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier
grade
Preferred source (of 3)‎

Federated learning enables big data for rare cancer boundary detection.

Nature communications
2022-12-05 | Journal article
DOI: 10.1038/s41467-022-33407-5
PMID: 36470898
PMC: PMC9722782
Contributors: Enrique Pelaez; Sarthak Pati; Ujjwal Baid; Brandon Edwards; Sheller M; Wang SH; Reina GA; Patrick Foley; Gruzdev A; Deepthi Karkada et al.
Source: Self-asserted source
Enrique Pelaez

A comparison of deep learning models for detecting COVID-19 in chest X-ray images

IFAC-PapersOnLine
2021 | Conference paper
DOI: 10.1016/j.ifacol.2021.10.282
EID:

2-s2.0-85120687692

Part of ISSN: 24058963
Contributors: Peláez, E.; Serrano, R.; Murillo, G.; Cárdenas, W.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A voice analysis approach for recognizing Parkinson's disease patterns

IFAC-PapersOnLine
2021 | Conference paper
DOI: 10.1016/j.ifacol.2021.10.286
EID:

2-s2.0-85120699356

Part of ISSN: 24058963
Contributors: Tai, Y.C.; Bryan, P.G.; Loayza, F.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Automatic brain white matter hypertinsities segmentation using deep learning techniques

HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021
2021 | Conference paper
EID:

2-s2.0-85103841806
Contributors: Viteri, J.A.; Loayza, F.R.; Pelaez, E.; Layedra, F.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

BCI system using a novel processing technique based on electrodes selection for hand prosthesis control

IFAC-PapersOnLine
2021 | Conference paper
DOI: 10.1016/j.ifacol.2021.10.283
EID:

2-s2.0-85120681150

Part of ISSN: 24058963
Contributors: Constantine, A.; Asanza, V.; Loayza, F.R.; Peláez, E.; Peluffo-Ordóñez, D.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Behavioral Signal Processing with Machine Learning Based on FPGA

Advances in Intelligent Systems and Computing
2021 | Book
DOI: 10.1007/978-3-030-59194-6_17
EID:

2-s2.0-85094122926

Part of ISSN: 21945365 21945357
Contributors: Asanza, V.; Sanchez, G.; Cajo, R.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Classification of subjects with parkinson's disease using finger tapping dataset

IFAC-PapersOnLine
2021 | Conference paper
DOI: 10.1016/j.ifacol.2021.10.285
EID:

2-s2.0-85120684417

Part of ISSN: 24058963
Contributors: Asanza, V.; Sánchez-Pozo, N.N.; Lorente-Leyva, L.L.; Peluffo-Ordóñez, D.H.; Loayza, F.R.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Pattern recognition of white matter lesions associated with diabetes mellitus type 2

IFAC-PapersOnLine
2021 | Conference paper
DOI: 10.1016/j.ifacol.2021.10.284
EID:

2-s2.0-85120678502

Part of ISSN: 24058963
Contributors: Luna, J.; Peláez, E.; Loayza, F.R.; Alvarado, R.; Pastor, M.A.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Shadowing as peer experiential learning for faculty instructional development strategy: A case study on a computer science course

International Journal of Educational Research Open
2021 | Journal article
DOI: 10.1016/j.ijedro.2021.100091
EID:

2-s2.0-85132243359

Part of ISSN: 26663740
Contributors: Vega, R.M.; Peláez, E.; Raj, B.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

SSVEP-EEG signal classification based on emotiv EPOC BCI and raspberry pi

IFAC-PapersOnLine
2021 | Conference paper
DOI: 10.1016/j.ifacol.2021.10.287
EID:

2-s2.0-85120675147

Part of ISSN: 24058963
Contributors: Asanza, V.; Avilés-Mendoza, K.; Trivino-Gonzalez, H.; Rosales-Uribe, F.; Torres-Brunes, J.; Loayza, F.R.; Peláez, E.; Cajo, R.; Tinoco-Egas, R.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Towards training swarms for game AI

22nd International Conference on Intelligent Games and Simulation, GAME-ON 2021
2021 | Conference paper
EID:

2-s2.0-85119627860
Contributors: Palacios, E.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A Comparison of Deep Learning Models for Detecting COVID-19 in Chest X-ray Images

IFAC-PapersOnLine
2021-01 | Journal article
PMC: PMC8562105
Contributors: Peláez E; Serrano R; Murillo G; Cárdenas W
Source: Self-asserted source
Enrique Pelaez via Europe PubMed Central

A deep learning model to screen for Corona Virus Disease (COVID-19) from X-ray chest images

2020 IEEE ANDESCON, ANDESCON 2020
2020 | Conference paper
DOI: 10.1109/ANDESCON50619.2020.9272079
EID:

2-s2.0-85098543453
Contributors: Pelaez, E.; Loayza, F.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Implementation of a Classification System of EEG Signals Based on FPGA

2020 7th International Conference on eDemocracy and eGovernment, ICEDEG 2020
2020 | Conference paper
DOI: 10.1109/ICEDEG48599.2020.9096752
EID:

2-s2.0-85089144762
Contributors: Asanza, V.; Constantine, A.; Valarezo, S.; Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A fuzzy cognitive map (FCM) as a learning model for early prognosis of seasonal related virus diseases in tropical regions

2019 6th International Conference on eDemocracy and eGovernment, ICEDEG 2019
2019 | Conference paper
DOI: 10.1109/ICEDEG.2019.8734354
EID:

2-s2.0-85068391764
Contributors: Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A Granular Synthesis Strategy Based on Musical Harmony Theory Through a Fuzzy Logic Approach

2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019
2019 | Conference paper
DOI: 10.1109/LA-CCI47412.2019.9036760
EID:

2-s2.0-85083093912
Contributors: Lucas, P.; Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A Machine Learning-Based algorithm for the assessment of clinical metabolomic fingerprints in Zika virus disease

2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019
2019 | Conference paper
DOI: 10.1109/LA-CCI47412.2019.9037029
EID:

2-s2.0-85083095877
Contributors: Jarrin, E.P.; Cordeiro, F.B.; Medranda, W.C.; Barrett, M.; Zambrano, M.; Regato, M.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Visualizing authorship and contribution of collaborative writing in e-learning environments

International Conference on Intelligent User Interfaces, Proceedings IUI
2019 | Conference paper
DOI: 10.1145/3301275.3302328
EID:

2-s2.0-85065557307
Contributors: Torres, J.; García, S.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A centralized control of movements using a collision avoidance algorithm for a swarm of autonomous agents

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
2018 | Conference paper
DOI: 10.1109/ETCM.2017.8247496
EID:

2-s2.0-85045731086
Contributors: Loayza, K.; Lucas, P.; Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

A distributed control of movements and fuzzy logic-based task allocation for a swarm of autonomous agents

IEEE International Conference on Fuzzy Systems
2018 | Conference paper
DOI: 10.1109/FUZZ-IEEE.2018.8491460
EID:

2-s2.0-85060484274
Contributors: Lucas, P.; Loayza, K.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Characterizing discussions in the Spanish Wikipedia

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
2018 | Conference paper
DOI: 10.1109/ETCM.2017.8247544
EID:

2-s2.0-85045744307
Contributors: Torres, J.; Ochoa, A.; Jimenez, A.; Garcia, S.; Pelaez, E.; Ochoa, X.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

EEG signal clustering for motor and imaginary motor tasks on hands and feet

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
2018 | Conference paper
DOI: 10.1109/ETCM.2017.8247451
EID:

2-s2.0-85045745822
Contributors: Asanza, V.; Pelaez, E.; Loayza, F.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

EMG Signal Processing with Clustering Algorithms for motor gesture Tasks

2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018
2018 | Conference paper
DOI: 10.1109/ETCM.2018.8580270
EID:

2-s2.0-85060704976
Contributors: Asanza, V.; Pelaez, E.; Loayza, F.; Mesa, I.; Diaz, J.; Valarezo, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Supervised pattern recognition techniques for detecting motor intention of lower limbs in subjects with cerebral palsy

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
2018 | Conference paper
DOI: 10.1109/ETCM.2017.8247452
EID:

2-s2.0-85045744381
Contributors: Asanza, V.; Pelaez, E.; Loayza, F.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Towards an indoor navigation system using Bluetooth Low Energy Beacons

2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017
2018 | Conference paper
DOI: 10.1109/ETCM.2017.8247464
EID:

2-s2.0-85045767211
Contributors: Campana, F.; Pinargote, A.; Dominguez, F.; Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Affordable and secure electronic voting for university elections: The SAVE case study

2017 4th International Conference on eDemocracy and eGovernment, ICEDEG 2017
2017 | Conference paper
DOI: 10.1109/ICEDEG.2017.7962520
EID:

2-s2.0-85026829649
Contributors: Ochoa, X.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Human-machine musical composition in real-time based on emotions through a fuzzy logic approach

Studies in Computational Intelligence
2017 | Book
DOI: 10.1007/978-3-319-44735-3_8
EID:

2-s2.0-84989936741
Contributors: Lucas, P.; Astudillo, E.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Measuring contribution in collaborative writing: An adaptive NMF topic modelling approach

2017 4th International Conference on eDemocracy and eGovernment, ICEDEG 2017
2017 | Conference paper
DOI: 10.1109/ICEDEG.2017.7962514
EID:

2-s2.0-85026836526
Contributors: Torres, J.; Jimenez, A.; García, S.; Peláez, E.; Ochoa, X.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

ProximityRank: Who are the nearest influencers?

2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings
2017 | Conference paper
DOI: 10.1109/LA-CCI.2016.7885736
EID:

2-s2.0-85018170715
Contributors: Torres, J.; Vaca, C.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Characterizing influential leaders of Ecuador on Twitter using computational intelligence

2016 3rd International Conference on eDemocracy and eGovernment, ICEDEG 2016
2016 | Conference paper
DOI: 10.1109/ICEDEG.2016.7461714
EID:

2-s2.0-84971255202
Contributors: Torres, J.; Baquerizo, G.; Vaca, C.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Clustering of EEG occipital signals using k-means

2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016
2016 | Conference paper
DOI: 10.1109/ETCM.2016.7750874
EID:

2-s2.0-85006973151
Contributors: Asanza, V.; Ochoa, K.; Sacarelo, C.; Salazar, C.; Loayza, F.; Vaca, C.; Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Fingertip detection approach on depth image sequences for interactive projection system

2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016
2016 | Conference paper
DOI: 10.1109/ETCM.2016.7750827
EID:

2-s2.0-85006994323
Contributors: Cadena, A.; Carvajal, R.; Guaman, B.; Granda, R.; Pelaez, E.; Chiluiza, K.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Human-machine musical composition in real-time based on emotions through a fuzzy logic approach

2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015
2016 | Conference paper
DOI: 10.1109/LA-CCI.2015.7435963
EID:

2-s2.0-84969645558
Contributors: Lucas, P.; Astudillo, E.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Acquisition of knowledge in the process of musical composition based on artificial intelligence techniques,Adquisición del conocimiento en el proceso de composición musical en base a técnicas de inteligencia artificial

XI Jornadas Iberoamericanas de Ingenieria de Software e Ingenieria del Conocimiento, JIISIC 2015
2015 | Conference paper
EID:

2-s2.0-84935116097
Contributors: Astudillo, E.; Lucas, P.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Predictor based on fuzzy prototypes and unsupervised classification,Predictor basado en prototipos difusos y clasificación no-supervisada

XI Jornadas Iberoamericanas de Ingenieria de Software e Ingenieria del Conocimiento, JIISIC 2015
2015 | Conference paper
EID:

2-s2.0-84935102854
Contributors: Vásquez, A.; Peláez, E.; Ochoa, X.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

On the design and use of a cognitive tutoring system in the math classroom

Proceedings - IEEE International Conference on Technology for Education, T4E 2011
2011 | Conference paper
DOI: 10.1109/T4E.2011.10
EID:

2-s2.0-80053124586
Contributors: Casas, I.; Goodman, P.S.; Pelaez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Fuzzy numbers for the improvement of causal knowledge representation in fuzzy cognitive maps

Proceedings of the National Conference on Artificial Intelligence
2002 | Conference paper
EID:

2-s2.0-0036923264
Contributors: Cordero, O.X.; Peláez, E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Using fuzzy cognitive maps as a system model for failure modes and effects analysis

Information Sciences
1996 | Journal article
EID:

2-s2.0-0029733591
Contributors: Peláez, C.E.; Bowles, J.B.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Application of Fuzzy Logic to Reliability Engineering

Proceedings of the IEEE
1995 | Journal article
DOI: 10.1109/5.364489
EID:

2-s2.0-0029274968
Contributors: Bowles, J.B.; Peláez, C.E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Applying fuzzy cognitive-maps knowledge-representation to failure modes effects analysis

Proceedings of the Annual Reliability and Maintainability Symposium
1995 | Conference paper
EID:

2-s2.0-0029207896
Contributors: Pelaez, C.Enrique; Bowles, John B.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Fuzzy logic prioritization of failures in a system failure mode, effects and criticality analysis

Reliability Engineering and System Safety
1995 | Journal article
DOI: 10.1016/0951-8320(95)00068-D
EID:

2-s2.0-0029481941
Contributors: Bowles, J.B.; Peláez, C.E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Using Fuzzy Cognitive Maps as a System Model for Failure Modes and Effects Analysis

Proceedings of the Joint Conference on Information Sciences
1994 | Conference paper
EID:

2-s2.0-1642263393
Contributors: Peláez, C.E.; Bowles, J.B.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Data Security--Bad code

IEEE Spectrum
1992 | Journal article
DOI: 10.1109/6.144534
EID:

2-s2.0-0026904142
Contributors: Bowles, John B.; Pelaez, Colon E.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier

Computer Viruses

Proceedings - 23rd Southeastern Symposium on System Theory, SSST 1991
1991 | Conference paper
DOI: 10.1109/SSST.1991.138618
EID:

2-s2.0-84862857038
Contributors: Pelaéz, C.E.; Bowles, J.
Source: Self-asserted source
Enrique Pelaez via Scopus - Elsevier
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