Publications

Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet (2020). Adaptive XGBoost for Evolving Data Streams. IJCNN 2020.

PDF Code Project

Jacob Montiel, Albert Bifet, Viktor Losing, Jesse Read, Talel Abdessalem (2018). Learning Fast and Slow: A Unified Batch/Stream Framework.. Big Data 2018.

PDF Project Slides DOI

Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem (2018). Scikit-Multiflow: A Multi-output Streaming Framework.. JMLR.

PDF Code Project

Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem (2018). Scalable Model-Based Cascaded Imputation of Missing Data.. PAKDD 2018.

PDF Slides

Jacob Montiel, Albert Bifet, Talel Abdessalem (2017). Predicting over-indebtedness on batch and streaming data.. Big Data 2017.

PDF Slides DOI

Jacob Montiel, Hamid Laga, Masayuki Nakajima (2009). Prototype-based Intraclass Pose Recognition of Partial 3D Scans. NICOGRAPH 2009.