Jacob Montiel
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
7
Active years
2018–2023
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICDE | StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications. | Mariam Barry, Jacob Montiel, Albert Bifet, Sameer Wadkar, Nikolay Manchev, Max Halford, Raja Chiky, Saad El Jaouhari, Katherine B. Shakman, Joudi Al Fehaily, Fabrice Le Deit, Vinh-Thuy Tran, Eric Guerizec |
| 2022 | ICANN | Concatenating BioMed-Transformers to Tackle Long Medical Documents and to Improve the Prediction of Tail-End Labels. | Vithya Yogarajan, Bernhard Pfahringer, Tony Smith, Jacob Montiel |
| 2022 | KDD | Online Clustering: Algorithms, Evaluation, Metrics, Applications and Benchmarking. | Jacob Montiel, Hoang-Anh Ngo, Minh-Huong Le Nguyen, Albert Bifet |
| 2022 | PAKDD | Evolution-Based Online Automated Machine Learning. | Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet |
| 2021 | AIME | Transformers for Multi-label Classification of Medical Text: An Empirical Comparison. | Vithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer |
| 2020 | ICCSA | Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow. | Maurras Ulbricht Togbe, Mariam Barry, Aliou Boly, Yousra Chabchoub, Raja Chiky, Jacob Montiel, Vinh-Thuy Tran |
| 2020 | IJCNN | On Ensemble Techniques for Data Stream Regression. | Heitor Murilo Gomes, Jacob Montiel, Saulo Martiello Mastelini, Bernhard Pfahringer, Albert Bifet |
| 2020 | IJCNN | Adaptive XGBoost for Evolving Data Streams. | Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet |
| 2018 | PAKDD | Scalable Model-Based Cascaded Imputation of Missing Data. | Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem |