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检索条件"机构=Department of Computer Science and Engineering and Translational Data Analytics Institute"
480 条 记 录,以下是241-250 订阅
排序:
Classification and Contrast of Supervised Machine Learning Algorithms
Classification and Contrast of Supervised Machine Learning A...
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Artificial Intelligence and Smart Communication (AISC), International Conference on
作者: Ramakrishnan Raman Rejuwan Shamim Shaik Vaseem Akram Lalit Thakur Biju G. Pillai R. Ponnusamy Symbiosis Institute of Business Management Pune & Symbiosis International (Deemed University) Pune Maharashtra India Department of Computer Science and Engineering with Data Science Maharishi University of Information Technology Noida Uttaranchal Institute of Technology Uttaranchal University Department of CIVIL Parul University Department of IT & Business Analytics BIIB & Dean - Faculty of Management Sri Balaji University Pune (SBUP) Department of Computer Science & Engineering Chennai Institute of Technology
Supervised Classification (SML) is the pursuit of systems that reasoning from externally given instances to generate broad hypotheses, which subsequently generate predictions for future instances. One of the jobs perf... 详细信息
来源: 评论
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries
Hybrid genetic-discretized algorithm to handle data uncertai...
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作者: Alizadehsani, Roohallah Roshanzamir, Mohamad Abdar, Moloud Beykikhoshk, Adham Khosravi, Abbas Nahavandi, Saeid Plawiak, Pawel Tan, Ru San Acharya, U Rajendra Deakin University GeelongVIC Australia Department of Engineering Fasa Branch Islamic Azad University Fars Fasa Iran Centre for Pattern Recognition and Data Analytics Deakin University GeelongVIC Australia Department of Information and Communications Technology Faculty of Computer Science and Telecommunications Cracow University of Technology Warszawska 24 st. F-3 31-155 Krakow Poland Institute of Theoretical and Applied Informatics Polish Academy of Sciences Baltycka 5 Gliwice44-100 Poland National Heart Centre Singapore Singapore Department of Electronics and Computer Engineering Ngee Ann Polytechnic Singapore Department of Biomedical Engineering School of Science and Technology Singapore University of Social Sciences Singapore Department of Bioinformatics and Medical Engineering Asia University Taiwan
Coronary artery disease (CAD) is the leading cause of morbidity and death worldwide. Invasive coronary angiography is the most accurate technique for diagnosing CAD, but is invasive and costly. Hence, analytical metho... 详细信息
来源: 评论
Enhancing Global Maritime Traffic Network Forecasting with Gravity-Inspired Deep Learning Models
arXiv
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arXiv 2024年
作者: Song, Ruixin Spadon, Gabriel Pelot, Ronald Matwin, Stan Soares, Amilcar Department of Computer Science Memorial University of Newfoundland St. John’sNL Canada Institute for Big Data Analytics Dalhousie University HalifaxNS Canada Industrial Engineering Department Dalhousie University HalifaxNS Canada Institute of Computer Science Polish Academy of Sciences Warsaw Poland Department of Computer Science and Media Technology Linnaeus University Växjö Sweden
Aquatic non-indigenous species (NIS) pose significant threats to biodiversity, disrupting ecosystems and inflicting substantial economic damages across agriculture, forestry, and fisheries. Due to the fast growth of g... 详细信息
来源: 评论
Comparative Analysis of Outlier Elimination Algorithms on Pulsar Stars dataset
Comparative Analysis of Outlier Elimination Algorithms on Pu...
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Emerging Smart Computing and Informatics (ESCI), Conference on
作者: Tejaswini Katale Waidehi Gautam Aakash Chotrani Aishwarya Katale Parikshit N. Mahalle Gitanjali R. Shinde Department of Computer Engineering Vishwakarma Institute of Technology Pune Maharashtra India Department of Information Technology University of Cumberlands Williamsburg KY USA Department of Business Analytics Mercer University Atlanta Georgia USA Artificial Intelligence and Data Science Vishwakarma Institute of Information Technology Pune Maharashtra India Computer Science and Engineering Vishwakarma Institute of Information Technology Pune Maharashtra India
Outliers are uncommon observations that are dispersed from most of the other data Points. These points, which can be abnormally high or low, can significantly affect the entire analysis and forecasting of the data. Th...
来源: 评论
A study of complex deep learning networks on high-performance, neuromorphic, and quantum computers
A study of complex deep learning networks on high-performanc...
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作者: Potok, Thomas E. Schuman, Catherine Young, Steven Patton, Robert Spedalieri, Federico Liu, Jeremy Yao, Ke-Thia Rose, Garrett Chakma, Gangotree Computational Data Analytics Group Oak Ridge National Laboratory P.O. Box 2008 Oak RidgeTN37831 United States University of Southern California Information Sciences Institute 4676 Admiralty Way Marina del ReyCA90292 United States Department of Electrical Engineering and Computer Science University of Tennessee 1520 Middle Dr KnoxvilleTN37996 United States
Current deep learning approaches have been very successful using convolutional neural networks trained on large graphical-processing-unit-based computers. Three limitations of this approach are that (1) they are based... 详细信息
来源: 评论
A General Framework for Clustering and Distribution Matching with Bandit Feedback
arXiv
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arXiv 2024年
作者: Yavas, Recep Can Huang, Yuqi Tan, Vincent Y.F. Scarlett, Jonathan Descartes Program CNRS@CREATE 138602 Singapore Department of Information Systems and Analytics School of Computing National University of Singapore 119077 Singapore Department of Mathematics Department of Electrical and Computer Engineering National University of Singapore 119077 Singapore Department of Computer Science Department of Mathematics Institute of Data Science National University of Singapore 119077 Singapore
We develop a general framework for clustering and distribution matching problems with bandit feedback. We consider a K-armed bandit model where some subset of K arms is partitioned into M groups. Within each group, th... 详细信息
来源: 评论
A volumetric change detection framework using UAV oblique photogrammetry - A case study of ultra-high-resolution monitoring of progressive building collapse
arXiv
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arXiv 2021年
作者: Xu, Ningli Huang, Debao Song, Shuang Ling, Xiao Strasbaugh, Chris Yilmaz, Alper Sezen, Halil Qin, Rongjun Geospatial Data Analytics Lab The Ohio State University Columbus United States Photogrammetric Computer Vision Lab The Ohio State University Columbus United States Department of Civil Environmental and Geodetic Engineering The Ohio State University Columbus United States Department of Electrical and Computer Engineering The Ohio State University Columbus United States Translational Data Analytics Institute The Ohio State University Columbus United States Engineering Technology Services The Ohio State University Columbus United States
In this paper, we present a case study that performs an unmanned aerial vehicle (UAV) based fine-scale 3D change detection and monitoring of progressive collapse performance of a building during a demolition event. Mu... 详细信息
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UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation
arXiv
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arXiv 2024年
作者: Zhang, Pengfei Li, Chang Zhang, Yongjun Qin, Rongjun Key Laboratory for Geographical Process Analysis & Simulation of Hubei Province College of Urban and Environmental Science Central China Normal University Wuhan China School of Remote Sensing and Information Engineering Wuhan University China Department of Civil Environmental and Geodetic Engineering Department of Electrical and Computer Engineering Translational Data Analytics Institute The Ohio State University ColumbusOH United States
Remotely sensed imagery interpretation (RSII), including semantic segmentation and change detection, faces the three major problems: (1) objective representation of spatial distribution patterns with coexistence of sp... 详细信息
来源: 评论
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting
arXiv
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arXiv 2022年
作者: Yang, Linyi Li, Jiazheng Dong, Ruihai Zhang, Yue Smyth, Barry Westlake Institute for Advanced Study Westlake University China School of Engineering Westlake University China The Insight Centre for Data Analytics University College Dublin Ireland Department of Computer Science University of Warwick United Kingdom
Financial forecasting has been an important and active area of machine learning research because of the challenges it presents and the potential rewards that even minor improvements in prediction accuracy or forecasti... 详细信息
来源: 评论
Ranking-based convolutional neural network models for peptide-MHC binding prediction
arXiv
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arXiv 2020年
作者: Chen, Ziqi Min, Martin Renqiang Ning, Xia Computer Science and Engineering Department Ohio State University ColumbusOH United States Machine Learning Department NEC Labs America PrincetonNJ United States Biomedical Informatics Department Ohio State University ColumbusOH United States Translational Data Analytics Institute Ohio State University ColumbusOH United States
T-cell receptors can recognize foreign peptides bound to major histocompatibility complex (MHC) class-I proteins, and thus trigger the adaptive immune response. Therefore, identifying peptides that can bind to MHC cla... 详细信息
来源: 评论