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检索条件"机构=Division of Computing and Software Systems"
65 条 记 录,以下是1-10 订阅
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Interpretable Deep Learning Models With Concept Whitening Layers
Interpretable Deep Learning Models With Concept Whitening La...
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2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023
作者: Boddam, Megana Kim, Wooyoung University of Washington Bothell Division of Computing and Software Systems School of Stem BothellWA United States
Deep Learning models, such as convolutional neural networks (CNN), are hard to interpret due to their complex, nonlinear, and high-dimensional algorithms. We focused on interpreting CNNs for predicting Hepatocellular ... 详细信息
来源: 评论
iCare - An AI - Powered Virtual Assistant for Mental Health
iCare - An AI - Powered Virtual Assistant for Mental Health
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IEEE International Conference on Healthcare Informatics (ICHI)
作者: Remya Mavila Sugam Jaiswal Raghav Naswa Weichao Yuwen Bill Erdly Dong Si Computing and Software Systems Division University of Washington Bothell USA
Currently, mental health issues are increasing among individuals. Sharing feelings with someone who cares plays a key role in resolving these issues. Virtual assistants that can simulate human conversations using arti... 详细信息
来源: 评论
BEYOND CURRENT BOUNDARIES: INTEGRATING DEEP LEARNING AND ALPHAFOLD FOR ENHANCED PROTEIN STRUCTURE PREDICTION FROM LOW-RESOLUTION CRYO-EM MAPS
arXiv
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arXiv 2024年
作者: Ma, Xin Si, Dong Division of Computing and Software Systems University of Washington Bothell BothellWA98011 United States
Constructing atomic models from cryo-electron microscopy (cryo-EM) maps is a crucial yet intricate task in structural biology. While advancements in deep learning, such as convolutional neural networks (CNNs) and grap... 详细信息
来源: 评论
Agent-Based Parallelization of a Multi-Dimensional Semantic Database Model
Agent-Based Parallelization of a Multi-Dimensional Semantic ...
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IEEE International Conference on Information Reuse and Integration (IRI)
作者: Alex Li Munehiro Fukuda Division of Computing and Software Systems University of Washington Bothell Bothell WA
Responses to database queries that may be even identical should vary if they are given under a different user context. For instance, queries for wild animals in the context of the ocean versus mountains should be diff...
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Graph-based Modeling and Simulation of Emergency Services Communication systems
Graph-based Modeling and Simulation of Emergency Services Co...
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International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication systems (MASCOTS)
作者: Jardi Martinez Jordan Michael Stiber Computing and Software Systems Division School of Science Technology Engineering and Mathematics University of Washington Bothell Bothell WA USA
Emergency Services Communication systems (ESCS) are evolving into Internet Protocol based communication networks, promising enhancements to their function, availability, and resilience. This increase in complexity and... 详细信息
来源: 评论
Interpretable Deep Learning Models With Concept Whitening Layers
Interpretable Deep Learning Models With Concept Whitening La...
收藏 引用
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Megana Boddam Wooyoung Kim Division of Computing and Software Systems School of STEM University of Washington Bothell Bothell WA USA
Deep Learning models, such as convolutional neural networks (CNN), are hard to interpret due to their complex, nonlinear, and high-dimensional algorithms. We focused on interpreting CNNs for predicting Hepatocellular ...
来源: 评论
Assessing Empathy in Mental Health Caregivers using Conversational AI
Assessing Empathy in Mental Health Caregivers using Conversa...
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IEEE International Conference on Healthcare Informatics (ICHI)
作者: Raghav Naswa Sugam Jaiswal Remya Mavila Weichao Yuwen Bill Erdly Dong Si Computing and Software Systems Division University of Washington Bothell USA School of Nursing and Healthcare Leadership University of Washington Tacoma USA
Mental health issues are a significant concern in the United States, with a considerable proportion of adults experiencing some form of mental illness. Unfortunately, a significant portion of these adults do not recei... 详细信息
来源: 评论
DeepTracer-Denoising: Deep Learning for 3D Electron Density Map Denoising
DeepTracer-Denoising: Deep Learning for 3D Electron Density ...
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2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
作者: Guan, Haowen Si, Dong New York University Center of Data Science New York City United States University of Washington Bothell Division of Computing and Software Systems Bothell United States
Cryo-electron microscopy (Cryo-EM) is widely used in molecular structure determination and drug discovery. Experimental cryo-EM images suffer from the noises introduced by electron beam dose and sample preparation. Al... 详细信息
来源: 评论
Graph-based Modeling and Simulation of Emergency Services Communication systems
arXiv
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arXiv 2024年
作者: Jordan, Jardi Martinez Stiber, Michael Computing and Software Systems Division School of Science Technology Engineering and Mathematics University of Washington Bothell BothellWA98011 United States
Emergency Services Communication systems (ESCS) are evolving into Internet Protocol based communication networks, promising enhancements to their function, availability, and resilience. This increase in complexity and... 详细信息
来源: 评论
Delay-aware Dual-Interface Gateway Activation for Energy-Efficient Data Collection in IoT
IEEE Transactions on Green Communications and Networking
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IEEE Transactions on Green Communications and Networking 2024年
作者: Qin, Hua Chen, Hao Li, Ni Deng, Yaqi Yang, Gelan Peng, Yang Hunan City University College of Information and Electronic Engineering Yiyang413000 China University of Washington Bothell Division of Computing and Software Systems BothellWA98011 United States
The proliferation of the Internet of Things (IoT) has elevated the demand for energy-efficient gateway solutions, particularly for battery-powered Wi-Fi devices functioning as gateways in IoT data collection. Traditio... 详细信息
来源: 评论