81 citations · 232 across the 14 of their papers we have counts for
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stat.ML2016★ 71 cited
Missing Data Imputation for Supervised Learning
Jason Poulos, Rafael Valle
Missing data imputation can help improve the performance of prediction models in situations where missing data hide useful information. This paper compares methods for imputing mis…
cs.SD2016★ 1 cited
ABROA : Audio-Based Room-Occupancy Analysis using Gaussian Mixtures and Hidden Markov Models
Rafael Valle
This paper outlines preliminary steps towards the development of an audio- based room-occupancy analysis model. Our approach borrows from speech recognition tradition and is based…