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Machine learning algorithms

Predicting drug activity against cancer cells by random forest models based on minimal genomic information and chemical properties

Alex P. Lind, Peter C. Anderson

published 11 Jul 2019

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Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators

Xiaodong Luo

published 11 Jul 2019

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Identifying incident dementia by applying machine learning to a very large administrative claims dataset

Vijay S. Nori, Christopher A. Hane, David C. Martin, Alexander D. Kravetz, Darshak M. Sanghavi

published 05 Jul 2019

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A feature agnostic approach for glaucoma detection in OCT volumes

Stefan Maetschke, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel Schuman, Rahil Garnavi

published 01 Jul 2019

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Machine learning to predict microbial community functions: An analysis of dissolved organic carbon from litter decomposition

Jaron Thompson, Renee Johansen, John Dunbar, Brian Munsky

published 01 Jul 2019

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Intrinsic dimensionality of human behavioral activity data

Luana Fragoso, Tuhin Paul, Flaviu Vadan, Kevin G. Stanley, Scott Bell, Nathaniel D. Osgood

published 27 Jun 2019

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Physics driven behavioural clustering of free-falling paper shapes

Toby Howison, Josie Hughes, Fabio Giardina, Fumiya Iida

published 26 Jun 2019

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On the improvement of reinforcement active learning with the involvement of cross entropy to address one-shot learning problem

Honglan Huang, Jincai Huang, Yanghe Feng, Jiarui Zhang, Zhong Liu, Qi Wang, Li Chen

published 19 Jun 2019

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A hierarchical architecture for recognising intentionality in mental tasks on a brain-computer interface

Asier Salazar-Ramirez, Jose I. Martin, Raquel Martinez, Andoni Arruti, Javier Muguerza, Basilio Sierra

published 18 Jun 2019

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Large-scale probabilistic identification of boreal peatlands using Google Earth Engine, open-access satellite data, and machine learning

Evan Ross DeLancey, Jahan Kariyeva, Jason T. Bried, Jennifer N. Hird

published 17 Jun 2019

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Can we predict firms’ innovativeness? The identification of innovation performers in an Italian region through a supervised learning approach

Ilaria Gandin, Claudio Cozza

published 11 Jun 2019

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Fast optimization of non-negative matrix tri-factorization

Andrej Čopar, Blaž Zupan, Marinka Zitnik

published 11 Jun 2019

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Functional form estimation using oblique projection matrices for LS-SVM regression models

Alexander Caicedo, Carolina Varon, Sabine Van Huffel, Johan A. K. Suykens

published 07 Jun 2019

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