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Machine learning

Rapid detection of fast innovation under the pressure of COVID-19

Nicola Melluso, Andrea Bonaccorsi, Filippo Chiarello, Gualtiero Fantoni

published 31 Dec 2020

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Predicting self-harm within six months after initial presentation to youth mental health services: A machine learning study

Frank Iorfino, Nicholas Ho, Joanne S. Carpenter, Shane P. Cross, Tracey A. Davenport, Daniel F. Hermens, Hannah Yee, Alissa Nichles, Natalia Zmicerevska, Adam Guastella, Elizabeth Scott, Ian B. Hickie

published 31 Dec 2020

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Validation of motion tracking as tool for observational toothbrushing studies

Carolina Ganss, Patrick Klein, Katja Giese-Kraft, Michael Meyners

published 30 Dec 2020

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EXSEQREG: Explaining sequence-based NLP tasks with regions with a case study using morphological features for named entity recognition

Onur Güngör, Tunga Güngör, Suzan Uskudarli

published 30 Dec 2020

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Using enriched semantic event chains to model human action prediction based on (minimal) spatial information

Fatemeh Ziaeetabar, Jennifer Pomp, Stefan Pfeiffer, Nadiya El-Sourani, Ricarda I. Schubotz, Minija Tamosiunaite, Florentin Wörgötter

published 28 Dec 2020

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Directions in abusive language training data, a systematic review: Garbage in, garbage out

Bertie Vidgen, Leon Derczynski

published 28 Dec 2020

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Distinguishing Discoid and Centripetal Levallois methods through machine learning

Irene González-Molina, Blanca Jiménez-García, José-Manuel Maíllo-Fernández, Enrique Baquedano, Manuel Domínguez-Rodrigo

published 23 Dec 2020

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MeshCut data augmentation for deep learning in computer vision

Wei Jiang, Kai Zhang, Nan Wang, Miao Yu

published 23 Dec 2020

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Causal relations of health indices inferred statistically using the DirectLiNGAM algorithm from big data of Osaka prefecture health checkups

Jun’ichi Kotoku, Asuka Oyama, Kanako Kitazumi, Hiroshi Toki, Akihiro Haga, Ryohei Yamamoto, Maki Shinzawa, Miyae Yamakawa, Sakiko Fukui, Keiichi Yamamoto, Toshiki Moriyama

published 23 Dec 2020

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Evolutionary model discovery of causal factors behind the socio-agricultural behavior of the Ancestral Pueblo

Chathika Gunaratne, Ivan Garibay

published 18 Dec 2020

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Efficient crowdsourcing of crowd-generated microtasks

Abigail Hotaling, James P. Bagrow

published 17 Dec 2020

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An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture

Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani

published 17 Dec 2020

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Demonstration of the potential of white-box machine learning approaches to gain insights from cardiovascular disease electrocardiograms

Thilo Rieg, Janek Frick, Hermann Baumgartl, Ricardo Buettner

published 17 Dec 2020

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