| 2026 | AAAI | Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach. | Clment Elliker, Jesse Read, Sonia Vanier, Albert Bifet |
| 2026 | AAAI | Binary Split Categorical Feature with Mean Absolute Error Criteria in CART. | Peng Yu, Yike Chen, Chao Xu, Albert Bifet, Jesse Read |
| 2025 | ICML | Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO. | Ayman Chaouki, Jesse Read, Albert Bifet |
| 2025 | PAKDD | Determining the Need for Multi-label Classifiers by Measuring Unexplained Covariance. | Laurence A. F. Park, Jesse Read |
| 2024 | AISTATS | Online Learning of Decision Trees with Thompson Sampling. | Ayman Chaouki, Jesse Read, Albert Bifet |
| 2024 | IDA | Backward Inference in Probabilistic Regressor Chains with Distributional Constraints. | Ekaterina Antonenko, Michael Mechenich, Rita Beigaite, Indre Zliobaite, Jesse Read |
| 2023 | IDA | Transferable Deep Metric Learning for Clustering. | Mohamed Alami Chehboune, Rim Kaddah, Jesse Read |
| 2022 | DIS | Shapley Chains: Extending Shapley Values to Classifier Chains. | Clia Wafa Ayad, Thomas Bonnier, Benjamin Bosch, Jesse Read |
| 2022 | IDA | Multi-modal Ensembles of Regressor Chains for Multi-output Prediction. | Ekaterina Antonenko, Jesse Read |
| 2020 | COLING | Better Sign Language Translation with STMC-Transformer. | Kayo Yin, Jesse Read |
| 2019 | ICDM | Streaming Random Patches for Evolving Data Stream Classification. | Heitor Murilo Gomes, Jesse Read, Albert Bifet |
| 2019 | ICONIP | Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles. | Heitor Murilo Gomes, Albert Bifet, Philippe Fournier-Viger, Jones Granatyr, Jesse Read |
| 2018 | ICDM | EXAD: A System for Explainable Anomaly Detection on Big Data Traces. | Fei Song, Yanlei Diao, Jesse Read, Arnaud Stiegler, Albert Bifet |
| 2018 | IIWAS | Set Labelling using Multi-label Classification. | Ngurah Agus Sanjaya, Jesse Read, Talel Abdessalem, Stphane Bressan |
| 2018 | PAKDD | Scalable Model-Based Cascaded Imputation of Missing Data. | Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem |
| 2016 | ACML | Echo State Hoeffding Tree Learning. | Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguad, Jos R. Herrero |
| 2015 | KDD | Efficient Online Evaluation of Big Data Stream Classifiers. | Albert Bifet, Gianmarco De Francisci Morales, Jesse Read, Geoff Holmes, Bernhard Pfahringer |
| 2015 | SAC | Deep learning in partially-labeled data streams. | Jesse Read, Fernando Prez-Cruz, Albert Bifet |
| 2015 | TrustCom | Data Stream Classification Using Random Feature Functions and Novel Method Combinations. | Jesse Read, Albert Bifet |
| 2014 | ICASSP | Independent doubly Adaptive Rejection Metropolis Sampling. | Luca Martino, Jesse Read, David Luengo |
| 2014 | ICDM | Multi-label Classification with Meta-Labels. | Jesse Read, Antti Puurula, Albert Bifet |
| 2014 | IDA | A Deep Interpretation of Classifier Chains. | Jesse Read, Jaakko Hollmn |
| 2014 | WISE | WISE 2014 Challenge: Multi-label Classification of Print Media Articles to Topics. | Grigorios Tsoumakas, Apostolos Papadopoulos, Weining Qian, Stavros Vologiannidis, Alexander D'yakonov, Antti Puurula, Jesse Read, Jan Svec, Stanislav Semenov |
| 2013 | ICASSP | Efficient monte carlo optimization for multi-label classifier chains. | Jesse Read, Luca Martino, David Luengo |
| 2013 | IDA | CD-MOA: Change Detection Framework for Massive Online Analysis. | Albert Bifet, Jesse Read, Bernhard Pfahringer, Geoff Holmes, Indre Zliobaite |
| 2013 | SAC | Efficient data stream classification via probabilistic adaptive windows. | Albert Bifet, Bernhard Pfahringer, Jesse Read, Geoff Holmes |
| 2012 | DASFAA | Stream Data Mining Using the MOA Framework. | Philipp Kranen, Hardy Kremer, Timm Jansen, Thomas Seidl, Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Jesse Read |
| 2012 | IDA | Batch-Incremental versus Instance-Incremental Learning in Dynamic and Evolving Data. | Jesse Read, Albert Bifet, Bernhard Pfahringer, Geoff Holmes |
| 2008 | ICDM | Multi-label Classification Using Ensembles of Pruned Sets. | Jesse Read, Bernhard Pfahringer, Geoffrey Holmes |