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Algorithms

Single-cell specific and interpretable machine learning models for sparse scChIP-seq data imputation

Steffen Albrecht, Tommaso Andreani, Miguel A. Andrade-Navarro, Jean Fred Fontaine

published 01 Jul 2022

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Predicting terrorist attacks in the United States using localized news data

Steven J. Krieg, Christian W. Smith, Rusha Chatterjee, Nitesh V. Chawla

published 30 Jun 2022

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Using text data instead of SIC codes to tag innovative firms and classify industrial activities

Alessandro Marra, Cristiano Baldassari

published 30 Jun 2022

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Entia Non Sunt Multiplicanda … Shall I look for clusters in my cognitive data?

Enrico Toffalini, Paolo Girardi, David Giofrè, Gianmarco Altoè

published 30 Jun 2022

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Evaluation of Sibel’s Advanced Neonatal Epidermal (ANNE) wireless continuous physiological monitor in Nairobi, Kenya

Jesse Coleman, Amy Sarah Ginsburg, William Macharia, Roseline Ochieng, Dorothy Chomba, Guohai Zhou, Dustin Dunsmuir, Shuai Xu, J. Mark Ansermino

published 30 Jun 2022

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Proposal of Smith-Waterman algorithm on FPGA to accelerate the forward and backtracking steps

Fabio F. de Oliveira, Leonardo A. Dias, Marcelo A. C. Fernandes

published 30 Jun 2022

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The contribution of object identity and configuration to scene representation in convolutional neural networks

Kevin Tang, Matthew Chin, Marvin Chun, Yaoda Xu

published 28 Jun 2022

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Sparsity-based method for ring artifact elimination in computed tomography

Mona Selim, Essam A. Rashed, Mohammed A. Atiea, Hiroyuki Kudo

published 28 Jun 2022

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Comparing the reliability of different ICA algorithms for fMRI analysis

Pengxu Wei, Ruixue Bao, Yubo Fan

published 27 Jun 2022

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Personalised pose estimation from single-plane moving fluoroscope images using deep convolutional neural networks

Florian Vogl, Pascal Schütz, Barbara Postolka, Renate List, William Taylor

published 24 Jun 2022

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Travel pattern-based bus trip origin-destination estimation using smart card data

Inmook Lee, Shin-Hyung Cho, Kyoungtae Kim, Seung-Young Kho, Dong-Kyu Kim

published 24 Jun 2022

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ALF–Score—A novel approach to build a predictive network–based walkability scoring system

Ali M. S. Alfosool, Yuanzhu Chen, Daniel Fuller

published 24 Jun 2022

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Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia

João Albuquerque, Ana Margarida Medeiros, Ana Catarina Alves, Mafalda Bourbon, Marília Antunes

published 24 Jun 2022

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