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ORCIDEddy Sánchez-DelaCruz
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- affiliation: Tecnológico Nacional de México, Instituto Tecnológico Superior de Misantla, Veracruz, Mexico
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2020 – today
- 2026
[j23]César Primero-Huerta, Eddy Sánchez-DelaCruz:
Machine learning tools in the 21st century: a historical review. Evol. Intell. 19(2): 60 (2026)- [j22]Eddy Sánchez de la Cruz, Mirta Fuentes-Ramos, Cecilia Irene Loeza Mejía
, Irahan Otoniel José-Guzmán:
Identification of gynecological pathologies by applying classification algorithms: Results of a local study. J. Intell. Fuzzy Syst. 50(2): 597-610 (2026) - 2025
- [j21]Cecilia Irene Loeza Mejía, Eddy Sánchez-DelaCruz, Irahan Otoniel José-Guzmán:
Machine learning methodologies: history and challenges. Evol. Intell. 18(3): 58 (2025) - [j20]Gerardo-Antonio Hernández-Torres, Eddy Sánchez-DelaCruz:
Challenges and opportunities of ambient intelligence (AmI) in the 21st century: a historical review. Evol. Intell. 18(4): 80 (2025) - 2024
- [j19]Eddy Sánchez-DelaCruz, Cecilia Irene Loeza Mejía:
Importance and challenges of handwriting recognition with the implementation of machine learning techniques: a survey. Appl. Intell. 54(8): 6444-6465 (2024) - [j18]Eddy Sánchez-DelaCruz, Sameem Abdul Kareem, Pilar Pozos Parra:
PS-Merge operator in the classification of gait biomarkers: A preliminary approach to eXplainable Artificial Intelligence. J. Intell. Fuzzy Syst. 46(1): 529-541 (2024) - 2023
- [c10]Jose Luis Gutierrez-Garcia, Eddy Sánchez-DelaCruz, Maria del Pilar Pozos Parra:
A Review of Intrusion Detection Systems Using Machine Learning: Attacks, Algorithms and Challenges. FICC (2) 2023: 59-78 - 2022
- [j17]Mirta Fuentes-Ramos, Eddy Sánchez-DelaCruz, Iván Vladimir Meza Ruíz, Cecilia Irene Loeza Mejía:
Neurodegenerative diseases categorization by applying the automatic model selection and hyperparameter optimization method. J. Intell. Fuzzy Syst. 42(5): 4759-4767 (2022) - [j16]Boris Medina-Salgado, Eddy Sánchez-DelaCruz, Pilar Pozos Parra, Javier E. Sierra:
Urban traffic flow prediction techniques: A review. Sustain. Comput. Informatics Syst. 35: 100739 (2022) - [c9]Daniela-Lizbeth Hernández-Sánchez, Eddy Sánchez-DelaCruz, Cecilia Irene Loeza Mejía, Arnulfo-Gamaliel Hernández-González:
Supplier classification by applying AutoML. CCE 2022: 1-6 - [c8]Oscar-Alejandro García-Trujillo, Luis Carlos Sandoval Herazo, Eddy Sánchez-DelaCruz, Raymundo González Moreno:
Classification of Flood Warnings Applying a Convolutional Neural Network. MICAI (1) 2022: 192-203 - 2021
- [j15]Eddy Sánchez-DelaCruz, Juan Salazar López, David Lara Alabazares, Edgar Tello-Leal, Mirta Fuentes-Ramos:
Deep learning framework for leaf damage identification. Concurr. Eng. Res. Appl. 29(1) (2021) - [j14]Ivette Mendoza, Eddy Sánchez de la Cruz, Alberto Ochoa:
Implementation of an Intelligent Application Based on Ambient Intelligence for Spider Bites in Children. Res. Comput. Sci. 150(1): 13-25 (2021) - [j13]Antonio Romero, Eddy Sánchez de la Cruz, Alberto Ochoa:
Intelligent Hybrid Decision Making System Focused on Recommendations for the Treatment of Heterogeneous Seasonal Citrus Fields. Res. Comput. Sci. 150(2): 5-17 (2021) - [c7]Juan-José-Ignacio Lázaro-Lázaro, Eddy Sánchez-DelaCruz, Cecilia Irene Loeza Mejía, Pilar Pozos Parra, Luis-Alfonso Landero-Hernández:
Performance Evaluation of Artificial Neural Networks Applied in the Classification of Emotions. MICAI (1) 2021: 228-238 - [c6]Cecilia Irene Loeza Mejía, Eddy Sánchez-DelaCruz, Mirta Fuentes-Ramos:
Deep Neural Networks for Biomedical Image Segmentation: Trends and Best Practices. MICAI (1) 2021: 341-352 - 2020
- [j12]Antonio Romero, Eddy Sánchez de la Cruz, Alberto Ochoa, Alberto Hernández:
Biomimetric Drone for Controlling Bird Pests and Optimizing Citriculture. Res. Comput. Sci. 149(6): 45-57 (2020) - [j11]Ivette Mendoza, Eddy Sánchez de la Cruz, Alberto Ochoa, Alberto Hernández:
Mobile Application for Recognition of Arachnids' Bites: An Approach based on Ambient Intelligence. Res. Comput. Sci. 149(6): 59-72 (2020) - [j10]América Velasco-Cétera, Eddy Sánchez-DelaCruz, Pilar Pozos Parra:
Clasificación binaria de neuropatía diabética implementando el operador PS-Merge. Res. Comput. Sci. 149(8): 1133-1146 (2020)
2010 – 2019
- 2019
- [j9]Eddy Sánchez-DelaCruz, Roberto Weber, Roshan Biswal Rajesh, José Mejía, Gandhi Hernández-Chan, Heberto Gómez-Pozos:
Gait Biomarkers Classification by Combining Assembled Algorithms and Deep Learning: Results of a Local Study. Comput. Math. Methods Medicine 2019: 3515268:1-3515268:14 (2019) - [j8]Balzhoyt Roldán Ortega, Rajesh Roshan Biswal, Eddy Sánchez-DelaCruz:
Detección de enfermedades en el sector agrícola utilizando Inteligencia Artificial. Res. Comput. Sci. 148(7): 419-427 (2019) - [j7]Cecilia Irene Loeza Mejía, Rajesh Roshan Biswal, Eddy Sánchez-DelaCruz:
Estado del arte de clasificación de nódulos pulmonares utilizando Aprendizaje Automático. Res. Comput. Sci. 148(7): 429-440 (2019) - [j6]José Carlos de Jesús Montero Rodríguez, Rajesh Roshan Biswal, Eddy Sánchez de la Cruz:
Algoritmos de aprendizaje automático de vanguardia para el diagnóstico de enfermedades. Res. Comput. Sci. 148(7): 455-468 (2019) - [c5]Eddy Sánchez-DelaCruz, David Lara Alabazares:
Deep learning: concepts and implementation tools. LANMR 2019: 142-149 - 2018
- [j5]Juan P. Salazar, Eddy Sánchez-DelaCruz, Roshan Biswal Rajesh:
Clasificación de clorosis en hojas de árboles de naranja mediante aprendizaje automático. Res. Comput. Sci. 147(5): 185-195 (2018) - [j4]José Aurelio Carrera Melchor, Eddy Sánchez-DelaCruz, Roshan Biswal Rajesh, María Victoria Carreras-Cruz:
Categorización de anormalidades cancerígenas en mastografías digitales aplicando aprendizaje profundo. Res. Comput. Sci. 147(7): 203-214 (2018) - [c4]Eddy Sánchez-DelaCruz, Pilar Pozos Parra:
Machine learning-based classification for diagnosis of neurodegenerative diseases. LANMR 2018: 40-50 - 2017
- [j3]Hugo Lucas-Alvarado, Eddy Sánchez-DelaCruz, Roshan Biswal Rajesh:
Transport Routes Optimization in Martinez de la Torre, Veracruz City, Using Dijkstra's Algorithm with an Additional Parameter. Res. Comput. Sci. 134: 101-109 (2017) - [j2]Obrayan H. Gómez, Eddy Sánchez-DelaCruz, A. Paulina de la Mata:
Classification of Cervical Cancer Using Assembled Algorithms in Microscopic Images of Papanicolaou. Res. Comput. Sci. 139: 125-134 (2017) - 2015
- [c3]Miguel A. Wister, Pablo Pancardo, Francisco D. Acosta, José Adán Hernández-Nolasco, Eddy Sánchez-DelaCruz:
Experiences with RFID Technology to Manage Information during Natural Disasters. IMIS 2015: 370-375 - 2014
- [c2]Eddy Sánchez-DelaCruz, Francisco Acosta-Escalante, Miguel A. Wister, José Adán Hernández-Nolasco, Pablo Pancardo, Juan José Méndez-Castillo:
Gait Recognition in the Classification of Neurodegenerative Diseases. UCAmI 2014: 128-135 - 2011
- [c1]Eddy Sánchez de la Cruz, Homero Alpuín-Jiménez, Humberto de Jesús Ochoa Domínguez, Pilar Pozos Parra:
SDCA: System to Detect Cancerous Abnormalities. LA-NMR 2011: 115-122 - 2010
- [j1]Eddy Sánchez de la Cruz, Homero Alpuín-Jiménez, Pilar Pozos Parra:
Cancer Detection using the KDD Process. Res. Comput. Sci. 49: 109-120 (2010)
Coauthor Index
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