Leopoldo André Dutra Lusquino Filho
Formação:
-
Universidade Estadual de Campinas
| Pós-Doutorado | 2021 - 2022
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Universidade Federal do Rio de Janeiro
Engenharia de Sistemas e Computação | Doutorado | 2018 - 2021
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Universidade Federal do Rio de Janeiro
Engenharia de Sistemas e Computação | Mestrado | 2017 - 2018
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Universidade Federal do Rio de Janeiro
Ciência da Computação | Graduação | 2007 - 2012
Laboratórios:
- LabZero
Nuvens de Palavras:
Artigos:
(100.00% artigos com DOI)
| Titulo | DOI | Ano |
|---|---|---|
| Time series causal relationships discovery through feature importance and ensemble models | 10.1038/s41598-023-37929-w | 2023 |
| Extending the Weightless WiSARD Classifier for Regression | 10.1016/j.neucom.2019.12.134 | 2020 |
Eventos:
(11.11% eventos com DOI)
| Titulo | DOI | Ano |
|---|---|---|
| WiSARD-based Ensemble Learning | 2023 | |
| WiSARD-based federated learning for regression tasks | 2023 | |
| Time Series Forecasting with Weightless Artificial Neural Networks | 2023 | |
| A New Hybrid Data-Driven and Model-Based Methodology for Improved Short-Term Production Forecasting | 10.4043/32167-ms | 2023 |
| Oil production and pressure multimodal forecasting integrating high-frequency production data | 2022 | |
| Detecting anomalies in production data using machine learning techniques | 2022 | |
| LCAD - UFES at FakeDeS 2021: Fake News Detection Using Named Entity Recognition and Part-of-Speech Sequences | 2021 | |
| Interpretation of Model Agnostic Classifiers via Local Mental Images | 2020 | |
| WiSEMAN: A weightless emotion-driven neural architecture for planning-related tasks | 2020 | |
| Regression WiSARD application of controller on DC STATCOM converter under fault conditions | 2020 | |
| A weightless regression system for predicting multi-modal empathy | 10.1109/fg47880.2020.00086 | 2020 |
| Detecção estática e dinâmica de malwares usando redes neurais sem peso | 2020 | |
| Prediction of palm oil production with an enhanced n-Tuple Regression Network | 2019 | |
| Action Units Classification Using ClusWiSARD | 2019 | |
| Exploring WiSARD-based Models in the Building of Cognitive Systems for Emotive Perception | 2019 | |
| What are you Thinking?? - Explanation and Interpretation by an Artificial Consciousness System | 2019 | |
| Near-optimal facial emotion classification using a wisard-based weightless system | 2018 | |
| PAPESCA: O jogo | 2017 |