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Machine learning

Intelligence against complexity: Machine learning for nonuniform temperature-field measurements through laser absorption

Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis

published 12 Dec 2022

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On the combination of adaptive neuro-fuzzy inference system and deep residual network for improving detection rates on intrusion detection

Jia Liu, Wang Yinchai, Teh Chee Siong, Xinjin Li, Liping Zhao, Fengrui Wei

published 12 Dec 2022

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Algorithmic identification of atypical diabetes in electronic health record (EHR) systems

Sara J. Cromer, Victoria Chen, Christopher Han, William Marshall, Shekina Emongo, Evelyn Greaux, Tim Majarian, Jose C. Florez, Josep Mercader, Miriam S. Udler

published 12 Dec 2022

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Classifying tasks performed by electrical line workers using a wrist-worn sensor: A data analytic approach

Saeb Ragani Lamooki, Sahand Hajifar, Jacqueline Hannan, Hongyue Sun, Fadel Megahed, Lora Cavuoto

published 09 Dec 2022

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Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

Seyed Mostafa Kia, Hester Huijsdens, Saige Rutherford, Augustijn de Boer, Richard Dinga, Thomas Wolfers, Pierre Berthet, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand

published 08 Dec 2022

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A quantitative analysis of the impact of explicit incorporation of recency, seasonality and model specialization into fine-grained tourism demand prediction models

Amir Khatibi, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos A. Gonçalves

published 08 Dec 2022

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Robust classification of heart valve sound based on adaptive EMD and feature fusion

Weibo Wang, Jin Yuan, Bingrong Wang, Yu Fang, Yongkang Zheng, Xingping Hu

published 08 Dec 2022

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The impacts of fine-tuning, phylogenetic distance, and sample size on big-data bioacoustics

Kaiya L. Provost, Jiaying Yang, Bryan C. Carstens

published 07 Dec 2022

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Occupations on the map: Using a super learner algorithm to downscale labor statistics

Michiel van Dijk, Thijs de Lange, Paul van Leeuwen, Philippe Debie

published 07 Dec 2022

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Confounds and overestimations in fake review detection: Experimentally controlling for product-ownership and data-origin

Felix Soldner, Bennett Kleinberg, Shane D. Johnson

published 07 Dec 2022

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Assessing future technological impacts of patents based on the classification algorithms in machine learning: The case of electric vehicle domain

Fang Han, Shengtai Zhang, Junpeng Yuan, Li Wang

published 06 Dec 2022

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Machine learning for the prediction of minor amputation in University of Texas grade 3 diabetic foot ulcers

Shiqi Wang, Jinwan Wang, Mark Xuefang Zhu, Qian Tan

published 06 Dec 2022

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A novel hybrid optimization enabled robust CNN algorithm for an IoT network intrusion detection approach

Ahmed Bahaa, Abdalla Sayed, Laila Elfangary, Hanan Fahmy

published 01 Dec 2022

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