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Juan Pablo Vásconez

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2020 – today

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2024
[j11]
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  - journals/cea/VasconezVMCVBSC24
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Juan Pablo Vásconez, Ingrid Nicole Vásconez, Viviana Moya, Mailyn Calderón-Díaz, Miryam Valenzuela, Ximena Besoain, Michael Seeger, Fernando Alfredo Auat Cheeín:
Deep learning-based classification of visual symptoms of bacterial wilt disease caused by Ralstonia solanacearum in tomato plants. Comput. Electron. Agric. 227: 109617 (2024)
[j10]
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  - journals/sensors/CalderonDiazAVYRQS24
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Mailyn Calderón-Díaz, Rony Silvestre Aguirre, Juan Pablo Vásconez, Roberto Yanez, Matías Roby, Marvin Querales, Rodrigo Salas:
Explainable Machine Learning Techniques to Predict Muscle Injuries in Professional Soccer Players through Biomechanical Analysis. Sensors 24(1): 119 (2024)
[j9]
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  - journals/sensors/MenendezVPVC24
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Oswaldo Menéndez, Juan Villacrés, Alvaro Javier Prado, Juan Pablo Vásconez, Fernando Alfredo Auat Cheeín:
Assessment of Triboelectric Nanogenerators for Electric Field Energy Harvesting. Sensors 24(8): 2507 (2024)
[j8]
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  - journals/sensors/VilcapomaMFVHGV24
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Piero Vilcapoma, Diana Parra Meléndez, Alejandra Fernández, Ingrid Nicole Vásconez, Nicolás Corona Hillmann, Gustavo Gatica, Juan Pablo Vásconez:
Comparison of Faster R-CNN, YOLO, and SSD for Third Molar Angle Detection in Dental Panoramic X-rays. Sensors 24(18): 6053 (2024)
[c13]
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  - conf/artiis/VilcapomaMVGV24
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Piero Vilcapoma, Diana Parra Meléndez, Ingrid Nicole Vásconez, Gustavo Gatica, Juan Pablo Vásconez:
Third Molar Angle Detection in Dental X-Ray Panoramic Radiographs Using YOLO and GoogleNet Convolutional Neural Networks. ARTIIS (2) 2024: 31-45
[c12]
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Piero Vilcapoma, Ivan García, Juan Pablo Vásconez:
Intelligent Package Registration System Based on Vision and Machine Learning. ARTIIS (2) 2024: 235-249
[c11]
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  - conf/artiis/VasconezRMPBPM24
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Juan Pablo Vásconez, Julio del Río, Viviana Moya, Andrea Pilco, Inesmar Briseño, Jenny M. Pantoja, Oswaldo Menéndez:
Joint Angle Estimation for an Industrial Manipulator Robot via Convolutional Object Detection and K-means Clustering. ARTIIS (2) 2024: 290-305
[c10]
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  - conf/artiis/GuerraAMQMV24
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Michael Guerra, Faruk Abedrabbo, Viviana Moya, Angélica Quito, Guillermo Mosquera, Juan Pablo Vásconez:
Cost-Effective Tension Testing System for Plastics Industries. ARTIIS (1) 2024: 306-321
[c9]
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  - conf/artiis/GarciaMPVGRMV24
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Ivan García, Viviana Moya, Andrea Pilco, Piero Vilcapoma, Leonardo Guevara, Robert Guamán Rivera, Oswaldo Menéndez, Juan Pablo Vásconez:
Human-Robot Interaction Based on Hand Gesture Detection Using YOLO Algorithm. ARTIIS (2) 2024: 351-365
[c8]
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  - conf/artiis/TerneusMAVM24
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Juan-Diego Terneus, Viviana Moya, Faruk Abedrabbo, Juan Pablo Vásconez, Marcelo Moya:
Automated Precision in Food Packaging: A Cost-Effective Solution for Emerging Companies. ARTIIS (2) 2024: 405-420
2023
[j7]
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  - journals/eaai/VasconezLCB23
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Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar:
A comparison of EMG-based hand gesture recognition systems based on supervised and reinforcement learning. Eng. Appl. Artif. Intell. 123(Part B): 106327 (2023)
[j6]
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  - journals/sensors/CaraguayVLB23
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Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vásconez, Lorena Isabel Barona López, Marco E. Benalcázar:
Recognition of Hand Gestures Based on EMG Signals with Deep and Double-Deep Q-Networks. Sensors 23(8): 3905 (2023)
[c7]
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  - conf/ant/VasconezBBPLRC23
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Juan Pablo Vásconez, Fernando Basoalto, Inesmar C. Briceño, Jenny M. Pantoja, Roberto A. Larenas, Jhon H. Rios, Felipe A. Castro:
Comparison of path planning methods for robot navigation in simulated agricultural environments. ANT/EDI40 2023: 898-903
[c6]
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  - conf/ant/VasconezPLRPMGB23
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Juan Pablo Vásconez, Jenny M. Pantoja, Roberto A. Larenas, Jhon H. Rios, Hector G. Puente, Eduardo A. Mendez, Yulineth Gómez-Charris, Inesmar C. Briceño:
Ensure the generation and processing of inventory transactions through a web application for ground freight transportation equipment. ANT/EDI40 2023: 964-969
2022
[j5]
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  - journals/sensors/VasconezLCB22
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Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Marco E. Benalcázar:
Hand Gesture Recognition Using EMG-IMU Signals and Deep Q-Networks. Sensors 22(24): 9613 (2022)
2021
[j4]
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  - journals/cea/VasconezAA21
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Juan Pablo Vásconez, Henny Admoni, Fernando Alfredo Auat:
A methodology for semantic action recognition based on pose and human-object interaction in avocado harvesting processes. Comput. Electron. Agric. 184: 106057 (2021)
[c5]
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  - conf/icann/VasconezLCDAB21
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Juan Pablo Vásconez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Patricio J. Cruz Davalos, Robin Álvarez, Marco E. Benalcázar:
A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach. ICANN (4) 2021: 580-591
[c4]
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  - conf/rita/RomeroDVBALC21
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Ricardo Romero, Patricio J. Cruz Davalos, Juan Pablo Vásconez, Marco Benalcázar, Robin Álvarez, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay:
Hand Gesture and Arm Movement Recognition for Multimodal Control of a 3-DOF Helicopter. RiTA 2021: 363-377
2020
[j3]
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  - journals/cea/VasconezDVC20
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Juan Pablo Vásconez, José Delpiano, Stavros Vougioukas, Fernando Alfredo Auat Cheeín:
Comparison of convolutional neural networks in fruit detection and counting: A comprehensive evaluation. Comput. Electron. Agric. 173: 105348 (2020)
[j2]
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  - journals/cogsr/VasconezVGA20
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Juan Pablo Vásconez, Michelle Viscaino, Leonardo Guevara, Fernando Alfredo Auat:
A fuzzy-based driver assistance system using human cognitive parameters and driving style information. Cogn. Syst. Res. 64: 174-190 (2020)
[j1]
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  - journals/sensors/LopezCVZVAB20
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Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay, Victor H. Vimos, Jonathan A. Zea, Juan Pablo Vásconez, Marcelo Álvarez V., Marco E. Benalcázar:
An Energy-Based Method for Orientation Correction of EMG Bracelet Sensors in Hand Gesture Recognition Systems. Sensors 20(21): 6327 (2020)

2010 – 2019

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2019
[c3]
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  - conf/sac/VasconezGC19
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Juan Pablo Vásconez, Leonardo Guevara, Fernando Alfredo Auat Cheeín:
Social robot navigation based on HRI non-verbal communication: a case study on avocado harvesting. SAC 2019: 957-960
2018
[c2]
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  - conf/codit/VasconezC18
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Juan Pablo Vásconez, Fernando Alfredo Auat Cheeín:
Sleepiness Detection for Cooperative Vehicle Navigation Strategies. CoDIT 2018: 940-945
[c1]
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  - conf/codit/VasconezC18a
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Juan Pablo Vásconez, Fernando Alfredo Auat Cheeín:
Finding a Proper Approach to Obtain Cognitive Parameters from Human Faces Under Illumination Variations. CoDIT 2018: 946-951

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