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Machine learning

The pitfalls of using Gaussian Process Regression for normative modeling

Bohan Xu, Rayus Kuplicki, Sandip Sen, Martin P. Paulus

published 15 Sep 2021

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Improving fake news classification using dependency grammar

Kitti Nagy, Jozef Kapusta

published 14 Sep 2021

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Marketable value estimation of patents using ensemble learning methodology: Focusing on U.S. patents for the electricity sector

Haneul Eom, Sungyun Choi, Sang Ok Choi

published 13 Sep 2021

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Application of a time-series deep learning model to predict cardiac dysrhythmias in electronic health records

Aixia Guo, Sakima Smith, Yosef M. Khan, James R. Langabeer II, Randi E. Foraker

published 13 Sep 2021

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Deep generative models for automated muscle segmentation in computed tomography scanning

Daisuke Nishiyama, Hiroshi Iwasaki, Takaya Taniguchi, Daisuke Fukui, Manabu Yamanaka, Teiji Harada, Hiroshi Yamada

published 10 Sep 2021

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BERTtoCNN: Similarity-preserving enhanced knowledge distillation for stance detection

Yang Li, Yuqing Sun, Nana Zhu

published 10 Sep 2021

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Relation classification via BERT with piecewise convolution and focal loss

Jianyi Liu, Xi Duan, Ru Zhang, Youqiang Sun, Lei Guan, Bingjie Lin

published 10 Sep 2021

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Identifying indicator species in ecological habitats using Deep Optimal Feature Learning

Yiting Tsai, Susan A. Baldwin, Bhushan Gopaluni

published 10 Sep 2021

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Predicting drug sensitivity of cancer cells based on DNA methylation levels

Sofia P. Miranda, Fernanda A. Baião, Julia L. Fleck, Stephen R. Piccolo

published 10 Sep 2021

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Machine Learning augmented docking studies of aminothioureas at the SARS-CoV-2—ACE2 interface

Monika Rola, Jakub Krassowski, Julita Górska, Anna Grobelna, Wojciech Płonka, Agata Paneth, Piotr Paneth

published 09 Sep 2021

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Multivariate random forest prediction of poverty and malnutrition prevalence

Chris Browne, David S. Matteson, Linden McBride, Leiqiu Hu, Yanyan Liu, Ying Sun, Jiaming Wen, Christopher B. Barrett

published 08 Sep 2021

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Fishing trip cost modeling using generalized linear model and machine learning methods – A case study with longline fisheries in the Pacific and an application in Regulatory Impact Analysis

Hing Ling Chan, Minling Pan

published 07 Sep 2021

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HDC-Net: A hierarchical dilation convolutional network for retinal vessel segmentation

Xiaolong Hu, Liejun Wang, Shuli Cheng, Yongming Li

published 07 Sep 2021

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