Seguir
Juan S. Angarita-Zapata
Juan S. Angarita-Zapata
Scientific Researcher, Aimsun, Barcelona, Spain
Dirección de correo verificada de aimsun.com
Título
Citado por
Citado por
Año
A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data
T Bogaerts, AD Masegosa, JS Angarita-Zapata, E Onieva, P Hellinckx
Transportation Research Part C: Emerging Technologies 112, 62-77, 2020
2582020
A Taxonomy of Traffic Forecasting Regression Problems from a Supervised Learning Perspective
JS Angarita-Zapata, AD Masegosa, I Triguero
IEEE Access 7 (1), 68185 - 68205, 2019
352019
A Taxonomy of Food Supply Chain Problems from a Computational Intelligence Perspective
JS Angarita-Zapata, A Alonso-Vicario, AD Masegosa, J Legarda
Sensors 21 (20), 2021
202021
General-purpose automated machine learning for transportation: A case study of auto-sklearn for traffic forecasting
JS Angarita-Zapata, AD Masegosa, I Triguero
International Conference on Information Processing and Management of …, 2020
172020
A Bibliometric Analysis and Benchmark of Machine Learning and AutoML in Crash Severity Prediction: The Case Study of Three Colombian Cities
JS Angarita-Zapata, G Maestre-Gongora, J Fajardo Calderín
Sensors 21 (24), 8401, 2021
142021
A preliminary study on automatic algorithm selection for short-term traffic forecasting
JS Angarita-Zapata, I Triguero, AD Masegosa
Intelligent Distributed Computing XII, 204-214, 2018
142018
Evaluating automated machine learning on supervised regression traffic forecasting problems
JS Angarita-Zapata, AD Masegosa, I Triguero
Computational Intelligence in Emerging Technologies for Engineering …, 2020
102020
Understanding the structural complexity of induced travel demand in decision-making: a system dynamics approach
JS Angarita-Zapata, JA Parra-Valencia, HH Andrade-Sosa
Organizacija 49 (3), 129-143, 2016
92016
A Case Study of AutoML for Supervised Crash Severity Prediction
JS Angarita-Zapata, G Maestre-Gongora, J Fajardo Calderín
Joint Proceedings of the 19th World Congress of the International Fuzzy …, 2021
52021
Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks
AD Masegosa, E Osaba, JS Angarita-Zapata, I Laña, JD Ser
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
52019
White-box flight simulator built with system dynamics to support urban transportation decision-making and address induced travel demand
JS Angarita-Zapata, HH Andrade-Sosa, AD Masegosa
Scientia et Technica 25 (3), 438-447, 2020
22020
AutoEn: an AutoML method based on ensembles of predefined machine learning pipelines for supervised traffic forecasting
JS Angarita-Zapata, AD Masegosa, I Triguero
arXiv preprint arXiv:2303.10732, 2023
12023
Herramientas para el modelamiento y la simulación de tendencias futuras en el área de la movilidad urbana
JS Angarita, C Sandoval
CEPAL, 2022
12022
The FOODRUS index: Assessing suitability for effective food loss and waste prevention management under an integral perspective
M Amador-Cervera, JS Angarita-Zapata, A de la Calle Vicente, ...
Waste Management 179, 32-43, 2024
2024
A Taxonomy of Signal Vehicle Coupled Control from a Mathematical Programming Perspective
A Ghosh, JS Angarita-Zapata, AD Masegosa, AA Laresgoiti
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data
R Dave, JS Angarita-Zapata, I Triguero
International Cross-Domain Conference for Machine Learning and Knowledge …, 2023
2023
The Foodrus Index: Assessing the Impact of Food Loss and Waste Prevention Under an Integral Perspective
M Amador Cervera, JS Angarita-Zapata, A de la Calle Vicente, ...
Available at SSRN 4505846, 2023
2023
Dinámica de Sistemas para el Aprendizaje Significativo de Funciones Reales en Estudiantes de Media Vocacional
EA Perdomo, JS Angarita-Zapata, HH Andrade
2020
Propuesta Dinámico-Sistémica para el aprendizaje del uso eficiente de la energía eléctrica en estudiantes de media vocacional
M Villabona-Garcia, JS Angarita-Zapata, HHA Sosa
2020
EXPANDING LEARNING SPACES AND PROCESSES IN AGROINDUSTRY THROUGH SYSTEM DYNAMICS
JS Angarita-Zapata, CAV Cardozo, HH Andrade-Sosa
Praxis & Saber 10 (22), 169-194, 2019
2019
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20