Diego Furtado Silva
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
9
Active years
2012–2026
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SAC | Deformable Convolutions Improve Time Series Classification by Capturing Sparsed Patterns. | Jos Gilberto Barbosa de Medeiros Jnior, Andr Guarnier de Mitri, Maxime Devanne, Germain Forestier, Diego Furtado Silva |
| 2026 | SAC | NEAGE: NER Data Augmentation via Small LLMs. | Joo Lucas Luz Lima Sarcinelli, Diego Furtado Silva |
| 2025 | CIARP | Local LLM Ensembles for Zero-Shot Portuguese Named Entity Recognition. | Joo Lucas Luz Lima Sarcinelli, Diego Furtado Silva |
| 2025 | KDD | Match: A Maximum-Likelihood Approach for Classification under Label Shift. | Zahra Donyavi, Feiyu Li, Yunrui Zhang, Diego Furtado Silva, Gustavo Batista |
| 2023 | IJCNN | A New Time Series Framework for Forest Fire Risk Forecasting and Classification. | Bruna Zamith Santos, Balbina Maria Araujo Soriano, Marcelo Gonalves Narciso, Diego Furtado Silva, Ricardo Cerri |
| 2021 | ICMLA | Financial Time Series Forecasting Enriched with Textual Information. | Lord Flaubert Steve Ataucuri Cruz, Diego Furtado Silva |
| 2021 | ICMLA | CurL-AutoML: Curriculum Learning-based AutoML. | Lucas Nildaimon dos Santos Silva, Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrdio, Diego Furtado Silva |
| 2021 | ICMLA | MetaPrep: Data preparation pipelines recommendation via meta-learning. | Fernando Rezende Zagatti, Lucas Cardoso Silva, Lucas Nildaimon dos Santos Silva, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrdio, Diego Furtado Silva |
| 2021 | IJCNN | Committee of NAS-based models. | Bruno Silva Sette, Lucas Cardoso Silva, Fernando Rezende Zagatti, Lucas Nildaimon dos Santos Silva, Daniel Lucrdio, Helena de Medeiros Caseli, Diego Furtado Silva |
| 2020 | ICMLA | Towards logical association rule mining on ontology-based semantic trajectories. | Antonio Carlos Falco Petri, Diego Furtado Silva |
| 2020 | ICMLA | Benchmarking Machine Learning Solutions in Production. | Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Lucas Nildaimon dos Santos Silva, Daniel Lucrdio, Diego Furtado Silva, Helena de Medeiros Caseli |
| 2018 | ICMLA | Elastic Time Series Motifs and Discords. | Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2018 | KDD | Classifying and Counting with Recurrent Contexts. | Denis Moreira dos Reis, Andr Gustavo Maletzke, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2016 | ICDM | Prefix and Suffix Invariant Dynamic Time Warping. | Diego Furtado Silva, Gustavo E. A. P. A. Batista, Eamonn J. Keogh |
| 2016 | ICDM | Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets. | Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh |
| 2016 | ICMLA | Improved Time Series Classification with Representation Diversity and SVM. | Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2016 | SDM | Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation. | Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2015 | ICMLA | Classification of Evolving Data Streams with Infinitely Delayed Labels. | Vincius M. A. de Souza, Diego Furtado Silva, Gustavo E. A. P. A. Batista, Joo Gama |
| 2015 | IDA | Time Series Classification with Representation Ensembles. | Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2015 | SDM | Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency. | Vincius M. A. de Souza, Diego Furtado Silva, Joo Gama, Gustavo E. A. P. A. Batista |
| 2014 | ICMLA | Adding Diversity to Rank Examples in Anytime Nearest Neighbor Classification. | Cristiano Incio Lemes, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2014 | ICPR | Extracting Texture Features for Time Series Classification. | Vincius M. A. de Souza, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2013 | ICDM | Time Series Classification Using Compression Distance of Recurrence Plots. | Diego Furtado Silva, Vincius M. A. de Souza, Gustavo E. A. P. A. Batista |
| 2013 | ICMLA | Applying Machine Learning and Audio Analysis Techniques to Insect Recognition in Intelligent Traps. | Diego Furtado Silva, Vincius M. A. de Souza, Gustavo E. A. P. A. Batista, Eamonn J. Keogh, Daniel P. W. Ellis |
| 2012 | ICMLA | An Experimental Design to Evaluate Class Imbalance Treatment Methods. | Gustavo Enrique De Almeida Prado Alves Batista, Diego Furtado Silva, Ronaldo Cristiano Prati |