Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators S Alonso-Monsalve, AL Suárez-Cetrulo, A Cervantes, D Quintana
Expert Systems with Applications 149, 113250, 2020
209 2020 A survey on machine learning for recurring concept drifting data streams AL Suárez-Cetrulo, D Quintana, A Cervantes
Expert Systems with Applications 213 (Part A), 118934, 2023
83 2023 Wind power forecasting using ensemble learning for day-ahead energy trading AL Suárez-Cetrulo, L Burnham-King, D Haughton, R Simón Carbajo
Renewable Energy 191, 685-698, 2022
32 2022 Incremental Market Behavior Classification in Presence of Recurring Concepts AL Suárez-Cetrulo, A Cervantes, D Quintana
Entropy 21 (1), 25, 2019
24 2019 Forecasting COVID‐19 cases using dynamic time warping and incremental machine learning methods L Miralles‐Pechuán, A Kumar, AL Suárez‐Cetrulo
Expert Systems 40 (6), e13237, 2023
13 2023 An online classification algorithm for large scale data streams: iGNGSVM AL Suárez-Cetrulo, A Cervantes
Neurocomputing, pp. 67-76, 2017
9 2017 Modelling the COVID-19 Virus Evolution With Incremental Machine Learning AL Suárez-Cetrulo, A Kumar, L Miralles-Pechuán
The 29th Irish Conference on Artificial Intelligence and Cognitive Science …, 2021
7 2021 Machine learning for financial prediction under regime change using technical analysis: A systematic review AL Suárez-Cetrulo, D Quintana, A Cervantes
International Journal of Interactive Multimedia and Artificial Intelligence, 2023
4 2023 Advancing Manufacturing Through Artificial Intelligence: Current Landscape, Perspectives, Best Practices, Challenges and Future Direction R Rakholia, AL Suárez-Cetrulo, M Singh, R Simón Carbajo
IEEE Access, 2024
3 2024 E Arazo, H Stoev, C Bosch, AL Suárez-Cetrulo, R Simón-Carbajo
World Conference on Explainable Artificial Intelligence, 370-382, 2024
1 * 2024 AI-Driven Meat Food Drying Time Prediction for Resource Optimization and Production Planning in Smart Manufacturing R Rakholia, AL Suárez-Cetrulo, M Singh, R Simón Carbajo
IEEE Access, 2025
2025 Adaptive Machine Learning for Resource-Constrained Environments SA Cajas, AL Suárez-Cetrulo, J Samanta, R Simón Carbajo
Discovering Drift Phenomena in Evolving Landscape (DELTA 2024), Workshop at …, 2024
2024 Placing Computational Tasks within Edge-Cloud Continuum: a DRL Delay Minimization Scheme A Giannopoulos, AL Suárez-Cetrulo, X Masip-Bruin, F D'Andria, ...
Next steps in IoT-Edge-Cloud Continuum Evolution: Research and Practice …, 2024
2024 ICOS Data management, Intelligence and Security Layers (IT-1) H Ratkajec, AL Suárez-Cetrulo, A Barceló, I Paez, M Eržen, J Samanta, ...
2023 ICOS Architecture Design (IT-1) A Volkov, F D’Andria, A Queralt, F Lordan, AL Suárez-Cetrulo, ...
2023 ICOS Ecosystem: Technologies, requirements and state of the art (IT-1) A Volkov, M Fabián, F D’Andria, G Xilouris, N Dimitriou, M Plociennik, ...
2023 Adaptive Algorithms for Classification on High-Frequency Data Streams: Application to Finance AL Suárez-Cetrulo, D Quintana, A Cervantes
University Carlos III of Madrid, 2022
2022 Study and implementation in MOA of new incremental learning algorithms based on support vector machines AL Suárez-Cetrulo, A Cervantes
Research Thesis, University Carlos III de Madrid, 2013
2013 
Alejandro Cervantes RoviraUniversidad Internacional de la Rioja (UNIR)Потвърден имейл адрес: unir.net
