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检索条件"机构=School of Computer Science and Engineering With Specialization in Data Analytics"
458 条 记 录,以下是341-350 订阅
Chemically inspired Erdős-Rényi oriented hypergraphs
arXiv
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arXiv 2023年
作者: Garcia-Chung, Angel Bermúdez-Montaña, Marisol Stadler, Peter F. Jost, Jürgen Restrepo, Guillermo Tecnológico de Monterrey Escuela de Ingeniería y Ciencias Estado de México52926 Mexico Max Planck Institute for Mathematics in the Sciences Leipzig Germany Interdisciplinary Center for Bioinformatics Universität Leipzig Leipzig Germany Bioinformatics Group Department of Computer Science Universität Leipzig Leipzig Germany Institute for Theoretical Chemistry University of Vienna Vienna Austria The Santa Fe Institute Santa FeNM United States Facultad de Ciencias Universidad Nacional de Colombia Bogotá Colombia Center for Scalable Data Analytics and Artificial Intelligence Universität Leipzig Leipzig Germany School of Applied Sciences and Engineering EAFIT University Medellín Colombia
High-order structures have been recognised as suitable models for systems going beyond the binary relationships for which graph models are appropriate. Despite their importance and surge in research on these structure... 详细信息
来源: 评论
Multivariate Analysis on Performance Gaps of Artificial Intelligence Models in Screening Mammography
arXiv
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arXiv 2023年
作者: Zhang, Linglin Brown-Mulry, Beatrice Nalla, Vineela Hwang, InChan Gichoya, Judy Wawira Gastounioti, Aimilia Banerjee, Imon Seyyed-Kalantari, Laleh Woo, MinJae Trivedi, Hari School of Data Science and Analytics Kennesaw State University 3391 Town Point Dr NW KennesawGA30144 United States Department of Information Technology Kennesaw State University 1100 South Marietta Pkwy MariettaGA30060 United States Department of Radiology and Imaging Sciences Emory University 1364 E Clifton Rd NE AtlantaGA30322 United States Computational Imaging Research Center Washington University in St. Louis School of Medicine 4525 Scott Avenue St. LouisMO63110 United States Department of Radiology Mayo Clinic Arizona 13400 E Shea Blvd ScottsdaleAZ85259 United States School of Computing and Augmented Intelligence Arizona State University 699 S Mill Ave TempeAZ85281 United States Department of Electrical Engineering and Computer Science York University 4700 Keele St TorontoONM3J 1P3 Canada
Although deep learning models for abnormality classification can perform well in screening mammography, the demographic, imaging, and clinical characteristics associated with increased risk of model failure remain unc... 详细信息
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From ancient times to modern: realizing the power of data visualization in healthcare and medicine
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Big data analytics 2020年 第1期5卷 1-7页
作者: Elgendi, Mohamed Howard, Newton Hussain, Amir Menon, Carlo Ward, Rabab School of Electrical and Computer Engineering University of British Columbia Vancouver Canada Faculty of Medicine University of British Columbia Vancouver Canada School of Mechatronic Systems Engineering Simon Fraser University Burnaby Canada Nuffield Department of Surgical Sciences University of Oxford Oxford UK Data Science and Cyber Analytics Research Group Edinburgh Napier University Edinburgh UK
data visuals (scientific images) display and express various amounts and types of information, and, as the saying goes,“an image is worth 1,000 words.” Based on a review of two studies, a new estimation of how many ...
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Deep Learning for Non-stationary Multivariate Time Series Forecasting
Deep Learning for Non-stationary Multivariate Time Series Fo...
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IEEE International Conference on Big data
作者: Manal Almuammar Maria Fasli School of Computer Science and Electronic Engineering University of Essex Colchester UK School of Computer Science and Electronic Engineering Institute for Analytics and Data Science University of Essex Colchester UK
Forecasting time series that are generated in dynamic environments is challenging due to the characteristic of these series: data generated at high speed and/or large amounts of data which contain multiple variables, ... 详细信息
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RETRACTED ARTICLE: Continuous Activity-Aware Stress Detection Using Sensors
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Wireless Personal Communications 2021年 第1期127卷 17-17页
作者: Karthick, T. Sangeetha, M. Ramprasath, M. Ananthajothi, K. Department of Data Science and Business Analytics School of Computing SRM Institue of Science and Technology Chennai India Department of Computer Science and Engineering Misrimal Navajee Munoth Jain Engineering College Chennai India
来源: 评论
Feature Extraction and Classification from Planetary science datasets enabled by Machine Learning
Feature Extraction and Classification from Planetary Science...
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IEEE Conference on Aerospace
作者: Conor A. Nixon Zachary Yahn Ethan Duncan Ian Neidel Alyssa C. Mills Benoît Seignovert Andrew Larsen Kathryn Gansler Charles Liles Catherine C. Walker Douglas M. Trent John Santerre Planetary Systems Laboratory NASA Goddard Space Flight Center Greenbelt MD Computer Science Department University of Virginia Charlottesville VA School of Information University of California Berkeley Berkeley CA Yale University Timothy Dwight College New Haven CT Geosciences Department Baylor University Waco TX Nantes Université Laboratoire De Planétologie Et Géosciences Nantes France Business Intelligence Division Inntopia Stowe VT Department of Geology University of Maryland College Park MD NASA Langley Research Center Center Operations Directorate Virginia Department of Applied Ocean Physics and Engineering Woods Hole Oceanographic Institution Massachusetts OCIO Information Data & Analytics Services SAIC | East-2 NASA Langley Research Center Virginia
In this paper we present two examples of recent investigations that we have undertaken, applying Machine Learning (ML) neural networks (NN) to image datasets from outer planet missions to achieve feature recognition. ... 详细信息
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Meta Mask Correction for Nuclei Segmentation in Histopathological Image
Meta Mask Correction for Nuclei Segmentation in Histopatholo...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Jiangbo Shi Chang Jia Zeyu Gao Tieliang Gong Chunbao Wang Chen Li National Engineering Lab for Big Data Analytics Xi’an Jiao tong University Xi’an Shaanxi China School of Computer Science and Technology Xi’an Jiao tong University Xi’an Shaanxi China Shaanxi Province Key Laboratory of Satellite and Terrestrial Network Tech.R&D Xi’an Jiao tong University Xi’an Shaanxi China the First Affiliated Hospital of Xi’an Jiaotong University Xi’an Shaanxi China
Nuclei segmentation is a fundamental task in digital pathology analysis and can be automated by deep learning-based methods. However, the development of such an automated method requires a large amount of data with pr... 详细信息
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ZSTAD: Zero-Shot Temporal Activity Detection
ZSTAD: Zero-Shot Temporal Activity Detection
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Conference on computer Vision and Pattern Recognition (CVPR)
作者: Lingling Zhang Xiaojun Chang Jun Liu Minnan Luo Sen Wang Zongyuan Ge Alexander Hauptmann School of Computer Science and Technology Xi'an Jiaotong University Xian China Ministry of Education Key Lab For Intelligent Networks and Network Security Xian China Faculty of Information Technology Monash University Australia National Engineering Lab for Big Data Analytics Xi'an Jiaotong University Xian China School of Information Technology and Electrical Engineering The University of Queensland Australia School of Computer Science Carnegie Mellon University USA
An integral part of video analysis and surveillance is temporal activity detection, which means to simultaneously recognize and localize activities in long untrimmed videos. Currently, the most effective methods of te... 详细信息
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Probabilistic Named Entity Recognition for nonstandard format entities using cooccurrence word embeddings
Probabilistic Named Entity Recognition for nonstandard forma...
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IEEE International Conference on Big data
作者: Jabir Alshehabi AlAni Maria Fasli School of Computer Science and Electronic Engineering University of Essex Colchester United Kingdom Institute for Analytics and Data Science School of Computer Science and Electronic Engineering University of Essex Colchester United Kingdom
The use of short text has become widespread in social media like Twitter and Facebook. Typically, users on social media platforms adopt nonstandard format terms when posting. This introduces challenges for Information... 详细信息
来源: 评论
Augmenting Co-Training With Recommendations to Classify Human Rights Violations
Augmenting Co-Training With Recommendations to Classify Huma...
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IEEE International Conference on Big data
作者: Ragini Kihlman Maria Fasli School of Computer Science and Electronic Engineering University of Essex Essex United Kingdom Institute for Analytics and Data Science School of Computer Science and Electronic Engineering University of Essex Essex United Kingdom
In the recent past, many human rights organizations have started using social media to identify, collect and document human rights violations. To manually extract relevant data from the large corpus of this social net... 详细信息
来源: 评论