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ORCIDLeonardo Espinosa Leal
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2020 – today
- 2026
[j7]Laleh Davoodi
, József Mezei, Shahrokh Nikou, Leonardo Espinosa-Leal:
Automating customer feedback analysis in E-commerce: A multi-Model approach. Expert Syst. Appl. 306: 130865 (2026)- [i7]Daniel Sierra-Botero, Ana Molina-Taborda, Leonardo Espinosa-Leal, Alexander Karpenko, Alejandro Hernandez, Olga Lopez-Acevedo:
Explainable Admission-Level Predictive Modeling for Prolonged Hospital Stay in Elderly Populations: Challenges in Low- and Middle-Income Countries. CoRR abs/2601.04449 (2026) - 2025
- [j6]Nuria Nievas, Leonardo Espinosa-Leal, Adela Pagès-Bernaus, Albert Abio, Lluís Echeverria, Francesc Bonada:
Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study. J. Comput. Inf. Sci. Eng. 25(1) (2025) - [j5]Daniel Heinlein, Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa-Leal:
Private linear equation solving: An application to federated learning and extreme learning machines. J. Comput. Sci. 92: 102693 (2025) - [i6]Nikhil Verma, Joonas Linnosmaa, Leonardo Espinosa-Leal, Napat Vajragupta:
Arc Gradient Descent: A Mathematically Derived Reformulation of Gradient Descent with Phase-Aware, User-Controlled Step Dynamics. CoRR abs/2512.06737 (2025) - 2024
- [c9]Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk:
Sharing non-reversible data statistics for fast and secure Federated learning native to Extreme Learning Machine. PETRA 2024 - [c8]Leonardo Espinosa-Leal, Matteo Stocchetti:
On the Meaning of Trust, Reasons of Fear and the Metaphors of AI: Ideology, Ethics, and Fear. Robophilosophy 2024: 227-237 - [i5]Daniel Sierra-Botero, Ana Molina-Taborda, Mario S. Valdés-Tresanco, Alejandro Hernández-Arango, Leonardo Espinosa Leal, Alexander Karpenko, Olga Lopez-Acevedo:
Selecting Interpretability Techniques for Healthcare Machine Learning models. CoRR abs/2406.10213 (2024) - 2023
- [j4]Simon Wilbers, Leonardo Espinosa-Leal, Ron van de Sand, Joerg Reiff-Stephan:
Overall Prompting Effectiveness for Optimising Human-Machine Interaction in Cyber-Physical Systems. J. Integr. Des. Process. Sci. 27(3-4): 211-220 (2023) - [c7]Tamirat Atsemegiorgis, Leonardo Espinosa Leal, Amaury Lendasse, Stefan Mattbäck, Kaj-Mikael Björk, Anton Akusok:
Acid Sulfate Soils Classification and Prediction from Environmental Covariates Using Extreme Learning Machines. IWANN (1) 2023: 614-625 - [c6]Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk, Renjie Hu:
Native interaction experience for computational maps with mobile devices. PETRA 2023: 162-164 - 2022
- [j3]Edvard Heikel, Leonardo Espinosa Leal:
Indoor Scene Recognition via Object Detection and TF-IDF. J. Imaging 8(8): 209 (2022) - [c5]Susanne Hägglund, Christa Tigerstedt, Dennis Biström, Mattias Wingren, Sören Andersson, Kristoffer Kuvaja Adolfsson, Johan Penttinen, Leonardo Espinosa Leal:
Stakeholders' Experiences of and Expectations for Robot Accents in a Dental Care Simulation: A Finland-Swedish Case Study. Robophilosophy 2022: 125-134 - 2021
- [j2]Tuomo Tilli, Leonardo Espinosa Leal:
Multi-armed bandits for bid shading in first-price real-time bidding auctions. J. Intell. Fuzzy Syst. 41(6): 6111-6125 (2021) - [c4]Anton Akusok, Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Renjie Hu:
Handwriting features based detection of fake signatures. PETRA 2021: 86-89 - [i4]Emmanuel Raj, Magnus Westerlund, Leonardo Espinosa Leal:
Reliable Fleet Analytics for Edge IoT Solutions. CoRR abs/2101.04414 (2021) - 2020
- [j1]Leonardo Espinosa Leal, Anthony Chapman, Magnus Westerlund:
Autonomous Industrial Management via Reinforcement Learning. J. Intell. Fuzzy Syst. 39(6): 8427-8439 (2020)
2010 – 2019
- 2019
- [c3]Leonardo Espinosa Leal, Anthony Chapman, Magnus Westerlund:
Reinforcement Learning for Extended Reality: Designing Self-Play Scenarios. HICSS 2019: 1-8 - [c2]Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse:
Spiking networks for improved cognitive abilities of edge computing devices. PETRA 2019: 307-308 - [i3]Leonardo A. Espinosa Leal, Magnus Westerlund, Anthony Chapman:
Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making - A Review. CoRR abs/1910.08942 (2019) - [i2]Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Anton Akusok:
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning. CoRR abs/1912.08644 (2019) - [i1]Anton Akusok, Kaj-Mikael Björk, Leonardo Espinosa Leal, Yoan Miche, Renjie Hu, Amaury Lendasse:
Spiking Networks for Improved Cognitive Abilities of Edge Computing Devices. CoRR abs/1912.09083 (2019) - 2018
- [c1]Leonardo Espinosa Leal, Kaj-Mikael Björk, Amaury Lendasse, Anton Akusok:
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning. PETRA 2018: 13-16
Coauthor Index
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