According to our database1, Nicolas Chapados authored at least 17 papers between 1999 and 2017.
Legend:Book In proceedings Article PhD thesis Other
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
HeMIS: Hetero-Modal Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Retail store scheduling for profit.
European Journal of Operational Research, 2014
Effective Bayesian Modeling of Groups of Related Count Time Series.
Proceedings of the 31th International Conference on Machine Learning, 2014
Detonation Classification from acoustic Signature with the Restricted Boltzmann Machine.
Computational Intelligence, 2012
Portfolio Choice Problems - An Introductory Survey of Single and Multiperiod Models
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-0577-1, 2011
A high-order feature synthesis and selection algorithm applied to insurance risk modelling.
Retail Store Workforce Scheduling by Expected Operating Income Maximization.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
Scoring Models for Insurance Risk Sharing Pool Opimization.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Noisy K Best-Paths for Approximate Dynamic Programming with Application to Portfolio Optimization.
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
The K Best-Paths Approach to Approximate Dynamic Programming with Application to Portfolio Optimization.
Proceedings of the Advances in Artificial Intelligence, 2006
Extensions to Metric-Based Model Selection.
Journal of Machine Learning Research, 2003
Metric-based model selection for time-series forecasting.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Cost functions and model combination for VaR-based asset allocation using neural networks.
IEEE Trans. Neural Networks, 2001
Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
A mixed-initiative natural dialogue system for conference room reservation.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999