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检索条件"机构=Frost Institute for Data Science and Computing"
35 条 记 录,以下是21-30 订阅
排序:
Revisiting the hydrodynamic modulation of short surface waves by longer waves
arXiv
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arXiv 2024年
作者: Curcic, Milan Rosenstiel School of Marine Atmospheric and Earth Science University of Miami MiamiFL United States Frost Institute for Data Science and Computing University of Miami Coral GablesFL United States
Hydrodynamic modulation of short ocean surface waves by longer ambient waves is a well-known ocean surface process that affects remote sensing, the interpretation of in situ wave measurements, and numerical wave forec... 详细信息
来源: 评论
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT
Improving VTE Identification through Language Models from Ra...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Jamie Deng Yusen Wu Yelena Yesha Phuong Nguyen Department of Computer Science University of Miami Miami FL USA Frost Institute for Data Science & Computing University of Miami Miami FL USA Department of Radiology University of Miami Miami FL USA
Venous thromboembolism (VTE) is a critical cardio-vascular condition, encompassing deep vein thrombosis (DVT) and pulmonary embolism (PE). Accurate and timely identification of VTE is essential for effective medical c... 详细信息
来源: 评论
Joint Communication and Synchronization Performance Optimization in Digital Twin Enabled Networks
Joint Communication and Synchronization Performance Optimiza...
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IEEE Conference on Global Communications (GLOBECOM)
作者: Hanzhi Yu Yuchen Liu Mingzhe Chen Department of Electrical and Computer Engineering and Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA Department of Computer Science North Carolina State University Raleigh NC USA
In this paper, we investigate an accurate synchronization between a physical network and its digital network twin (DNT) that is a virtual representation of the physical network. The considered network includes a physi... 详细信息
来源: 评论
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT
arXiv
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arXiv 2024年
作者: Deng, Jamie Wu, Yusen Yesha, Yelena Nguyen, Phuong Department of Computer Science University of Miami MiamiFL United States Frost Institute for Data Science & Computing University of Miami MiamiFL United States Department of Radiology University of Miami MiamiFL United States
Venous thromboembolism (VTE) is a critical cardiovascular condition, encompassing deep vein thrombosis (DVT) and pulmonary embolism (PE). Accurate and timely identification of VTE is essential for effective medical ca... 详细信息
来源: 评论
Optimizing Vehicle Positioning via Multi-Model Image and Radio Frequency Fusion
Optimizing Vehicle Positioning via Multi-Model Image and Rad...
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IEEE International Conference on Communications (ICC)
作者: Ouwen Huan Mingzhe Chen Tao Luo Beijing Laboratory of Advanced Information Network Beijing University of Posts and Telecommunications Beijing China Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA
In this paper, a multi-modal vehicle positioning framework that jointly localizes vehicles with channel state information (CSI) and images is designed. In particular, we consider an outdoor scenario where each vehicle... 详细信息
来源: 评论
Complex-Valued Neural Network based Federated Learning for Multi-user Indoor Positioning Performance Optimization
arXiv
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arXiv 2024年
作者: Yu, Hanzhi Chen, Mingzhe Liu, Yuchen The Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States The Department of Computer Science North Carolina State University RaleighNC27695 United States
In this article, the use of channel state information (CSI) for indoor positioning is studied. In the considered model, a server equipped with several antennas sends pilot signals to users, while each user uses the re... 详细信息
来源: 评论
Enhancing Blockchain Storage Efficiency in Mobile IoT through Multidimensional Structures and Collective Signing
Enhancing Blockchain Storage Efficiency in Mobile IoT throug...
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IEEE International Conference on Blockchain (Blockchain)
作者: Hussein Zangoti Alex Pissinou Makki Wazir Zada Khan Niki Pissinou School of Computing and Information Sciences Florida International University Miami FL USA Faculty of Computer Science & Information Technology Jazan University Jazan Saudi Arabia Frost Institute of Data Science and Computing University of Miami Miami FL USA University of Wah Wah Cantt Pakistan
The rapidly evolving mobile IoT landscape, driven by mobile financial applications, self-driving cars, wearables, and health monitoring devices, confronts substantial blockchain storage challenges due to decentralized... 详细信息
来源: 评论
A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy
A Joint Communication and Learning Design for Secure Federat...
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IEEE Conference on Vehicular Technology (VTC)
作者: Licheng Lin Zhaohui Yang Qianqian Yang Mingzhe Chen Department of Electrical and Computer Engineering University of Miami Coral Gables FL USA College of Information Science and Electronic Engineering Zhejiang University Hangzhou China Frost Institute for Data Science and Computing University of Miami Coral Gables FL USA
In this paper, the problem of resource allocation for non-orthogonal multiple access (NOMA) enabled secure federated learning (FL) is investigated. In the considered model, a set of users participate in the FL trainin... 详细信息
来源: 评论
A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI
arXiv
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arXiv 2024年
作者: Shui, Tingyu Saad, Walid Chen, Mingzhe Bradley Department of Electrical and Computer Engineering Virginia Tech ArlingtonVA22203 United States Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States
Cellular vehicle-to-everything (C-V2X) networks provide a promising solution to improve road safety and traffic efficiency. One key challenge in such systems lies in meeting different quality-of-service (QoS) requirem... 详细信息
来源: 评论
Digital Twin-Assisted data-Driven Optimization for Reliable Edge Caching in Wireless Networks
arXiv
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arXiv 2024年
作者: Zhang, Zifan Liu, Yuchen Peng, Zhiyuan Chen, Mingzhe Xu, Dongkuan Cui, Shuguang Department of Computer Science North Carolina State University RaleighNC27695 United States Department of Electrical and Computer Engineering Frost Institute for Data Science and Computing University of Miami Coral GablesFL33146 United States School of Science and Engineering The Chinese University of Hong Kong Shenzhen China
Optimizing edge caching is crucial for the advancement of next-generation (nextG) wireless networks, ensuring high-speed and low-latency services for mobile users. Existing data-driven optimization approaches often la... 详细信息
来源: 评论