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检索条件"主题词=clustering algorithms"
51277 条 记 录,以下是4891-4900 订阅
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Label Distribution Learning with Label Correlations on Local Samples
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2021年 第4期33卷 1619-1631页
作者: Jia, Xiuyi Li, Zechao Zheng, Xiang Li, Weiwei Huang, Sheng-Jun Nanjing Univ Sci & Technol Sch Comp Sci & Engn Nanjing 210014 Peoples R China Nanjing Univ Aeronaut & Astronaut Coll Astronaut Nanjing 210016 Peoples R China Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing 210016 Peoples R China
Label distribution learning (LDL) is proposed for solving the label ambiguity problem in recent years, which can be seen as an extension of multi-label learning. To improve the performance of label distribution learni... 详细信息
来源: 评论
Optimized Energy - Efficient Path Planning Strategy in WSN With Multiple Mobile Sinks
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IEEE ACCESS 2021年 9卷 82833-82847页
作者: Al-Kaseem, Bilal R. Taha, Zahraa K. Abdulmajeed, Sarah W. Al-Raweshidy, Hamed S. Al Iraqia Univ Coll Engn Dept Elect Engn Baghdad 7366 Iraq Al Iraqia Univ Coll Engn Dept Network Engn Baghdad 7366 Iraq Al Iraqia Univ Coll Engn Dept Comp Engn Baghdad 7366 Iraq Brunel Univ London Coll Engn Design & Phys Sci Wireless Networks & Commun Ctr WNCC Dept Elect & Comp Engn London UB8 3PH England
Recently, wireless sensor networks (WSNs) were perceived as the foundation infrastructure that paved the way to the emergence of the Internet of Things (IoT). However, a challenging issue exists when WSNs are integrat... 详细信息
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Random Forest Model for Trip End Identification Using Cellular Phone and Points of Interest Data
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TRANSPORTATION RESEARCH RECORD 2021年 第7期2675卷 454-466页
作者: Yang, Fei Wang, Yanchen Jin, Peter J. Li, Dingbang Yao, Zhenxing Southwest Jiaotong Univ Sch Transportat & Logist Chengdu Sichuan Peoples R China Rutgers State Univ Dept Civil & Environm Engn Piscataway NJ USA Changan Univ Coll Transportat Engn Xian Peoples R China
Cellular phone data has been proven to be valuable in the analysis of residents' travel patterns. Existing studies mostly identify the trip ends through rule-based or clustering algorithms. These methods largely d... 详细信息
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A Permutation-Based Model for Analysis of Resource Allocation Overheads in Vehicular Ad Hoc Networks
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IEEE ACCESS 2021年 9卷 12282-12290页
作者: Zhang, Xin Shen, Zhongyi Yang, Dacheng Beijing Univ Posts & Telecommun Sch Informat & Commun Engn Beijing 100876 Peoples R China
This paper considers the theoretical limits of resource allocation overheads in vehicular ad hoc networks (VANETs), where the resource allocation procedure may consume extensive system resources. A permutation-based m... 详细信息
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Feature Selection with Data Field
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Chinese Journal of Electronics 2025年 第4期23卷 661-665页
作者: Hanning Yuan Shuliang Wang Ying Li Jinghua Fan School of Software Beijing Institute of Technology Beijing China State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing Wuhan China International School of Software Wuhan University Wuhan China
A new feature selection method is proposed for high-dimensional data clustering on the basis of data field. With the potential entropy to evaluate the importance of feature subsets, features are filtered by removing u... 详细信息
来源: 评论
Machine-Learning-Aided Optical Fiber Communication System
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IEEE NETWORK 2021年 第4期35卷 136-142页
作者: Pan, Xiaolong Wang, Xishuo Tian, Bo Wang, Chuxuan Zhang, Hongxin Guizani, Mohsen Beijing Univ Posts & Telecommun Beijing Peoples R China Qatar Univ Comp Sci & Engn Doha Qatar
The fiber optical network offers high speed, large bandwidth, and a high degree of reliability. However, the development of optical communication technology has hit a bottleneck due to several challenges such as energ... 详细信息
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AirNN: A Featherweight Framework for Dynamic Input-Dependent Approximation of CNNs
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IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 2021年 第10期40卷 2090-2103页
作者: Hemmat, Maedeh San Miguel, Joshua Davoodi, Azadeh Univ Wisconsin Dept Elect & Comp Engn 1415 Johnson Dr Madison WI 53706 USA
In this work, we propose AirNN, a novel framework which enables dynamic approximation of an already-trained convolutional neural network (CNN) in hardware during inference. AirNN enables input-dependent approximation ... 详细信息
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Efficient and Accurate Selection of Optimal Collective Communication algorithms Using Analytical Performance Modeling
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IEEE ACCESS 2021年 9卷 109355-109373页
作者: Nuriyev, Emin Lastovetsky, Alexey Univ Coll Dublin Sch Comp Sci Dublin D04 V1W8 4 Ireland
The performance of collective operations has been a critical issue since the advent of Message Passing Interface (MPI). Many algorithms have been proposed for each MPI collective operation but none of them proved opti... 详细信息
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Machine Learning at the Edge: A Data-Driven Architecture With Applications to 5G Cellular Networks
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IEEE TRANSACTIONS ON MOBILE COMPUTING 2021年 第12期20卷 3367-3382页
作者: Polese, Michele Jana, Rittwik Kounev, Velin Zhang, Ke Deb, Supratim Zorzi, Michele Univ Padua Dept Informat Engn DEI I-35131 Padua Italy Northeastern Univ Inst Wireless Internet Things Boston MA 02120 USA AT&T Labs Bedminster NJ 07921 USA Dataminr New York NY USA Facebook New York NY USA
The fifth generation of cellular networks (5G) will rely on edge cloud deployments to satisfy the ultra-low latency demand of future applications. In this paper, we argue that such deployments can also be used to enab... 详细信息
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A clustering and weighted euclidean norm-based short-term load forecasting of normal and anomalous days
A clustering and weighted euclidean norm-based short-term lo...
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International Conference on Electrical and Electronics Engineering, ICEEE 2020
作者: Babita Jain, M. Rao, Venu Gopala Poornima College of Engineering JaipurRajasthan India Mody University LaxmangarhRajasthan India
The paper presents a clustering and the weighted Euclidean distance measure-based combined approach for short-term load forecasting (STLF) of a day ahead hourly load of normal and anomalous days. Hourly load, temperat... 详细信息
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