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Support vector machines

Trend-following with better adaptation to large downside risks

Teruko Takada, Takahiro Kitajima

published 18 Oct 2022

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Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS

Sara Domínguez-Rodríguez, Miquel Serna-Pascual, Andrea Oletto, Shaun Barnabas, Peter Zuidewind, Els Dobbels, Siva Danaviah, Osee Behuhuma, Maria Grazia Lain, Paula Vaz, Sheila Fernández-Luis, Tacilta Nhampossa, Elisa Lopez-Varela, Kennedy Otwombe, Afaaf Liberty, Avy Violari, Almoustapha Issiaka Maiga, Paolo Rossi, Carlo Giaquinto, Louise Kuhn, Pablo Rojo, Alfredo Tagarro, on behalf of EPIICAL Consortium

published 14 Oct 2022

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Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi, Reem Alotaibi, Osama Rabie

published 14 Oct 2022

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Mixed kernel SVR addressing Parkinson’s progression from voice features

Roberto Bárcenas, Ruth Fuentes-García, Lizbeth Naranjo

published 07 Oct 2022

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Comparing machine learning algorithms for multimorbidity prediction: An example from the Elsa-Brasil study

Daniela Polessa Paula, Odaleia Barbosa Aguiar, Larissa Pruner Marques, Isabela Bensenor, Claudia Kimie Suemoto, Maria de Jesus Mendes da Fonseca, Rosane Härter Griep

published 07 Oct 2022

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Bridge crack detection based on improved single shot multi-box detector

Guanlin Lu, Xiaohui He, Qiang Wang, Faming Shao, Jinkang Wang, Qunyan Jiang

published 04 Oct 2022

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Identification of circulating metabolites associated with wooden breast and white striping

Juniper A. Lake, Yiren Yan, Jack C. M. Dekkers, Jing Qiu, Erin M. Brannick, Behnam Abasht

published 26 Sep 2022

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Machine learning for cell type classification from single nucleus RNA sequencing data

Huy Le, Beverly Peng, Janelle Uy, Daniel Carrillo, Yun Zhang, Brian D. Aevermann, Richard H. Scheuermann

published 23 Sep 2022

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Joint clustering and prediction approach for travel time prediction

Hima Elsa Shaji, Arun K. Tangirala, Lelitha Vanajakshi

published 23 Sep 2022

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COVID-19 infected cases in Canada: Short-term forecasting models

Mo’tamad H. Bata, Rupp Carriveau, David S.-K. Ting, Matt Davison, Anneke R. Smit

published 22 Sep 2022

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Skin lesion classification using multi-resolution empirical mode decomposition and local binary pattern

Siti Salbiah Samsudin, Hamzah Arof, Sulaiman Wadi Harun, Ainuddin Wahid Abdul Wahab, Mohd Yamani Idna Idris

published 20 Sep 2022

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Real-time and high precision feature matching between blur aerial images

Dongchen Dai, Lina Zheng, Guoqin Yuan, He Zhang, Yu Zhang, Haijiang Wang, Qi Kang

published 19 Sep 2022

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An active learning-based approach for screening scholarly articles about the origins of SARS-CoV-2

Xin An, Mengmeng Zhang, Shuo Xu

published 16 Sep 2022

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