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检索条件"主题词=clustering algorithms"
51601 条 记 录,以下是4871-4880 订阅
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Intelligent Framework Using IoT-Based WSNs for Wildfire Detection
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IEEE ACCESS 2021年 9卷 48185-48196页
作者: Verma, Sandeep Kaur, Satnam Rawat, Danda B. Xi, Chen Alex, Linss T. Jhanjhi, Noor Zaman Dr BR Ambedkar Natl Inst Technol Jalandhar 144011 Punjab India Howard Univ Dept Elect Engn & Comp Sci Washington DC 20059 USA Nanjing Univ Sch Business Nanjing 210000 Peoples R China Albertian Inst Sci & Technol AISAT Dept Elect & Elect Engn Kochi 682022 Kerala India Taylors Univ Sch Comp Sci & Engn SCE Subang Jaya 47500 Malaysia
IoT-based WSNs have proved their significance in delivering critical information pertaining to hostile applications such as Wildfire Detection (WD) with the least possible delay. However, the sensor nodes deployed in ... 详细信息
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Detecting Text Baselines in Historical Documents With Baseline Primitives
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IEEE ACCESS 2021年 9卷 93672-93683页
作者: Jia, Wei Ma, Chixiang Sun, Lei Huo, Qiang Univ Sci & Technol China Dept Elect Engn & Informat Sci Hefei 230026 Peoples R China Microsoft Res Asia Beijing 100080 Peoples R China
Previous deep learning based approaches to text baseline detection in historical documents usually take it as a semantic segmentation task. These methods adopt a fully convolutional neural network to predict baseline ... 详细信息
来源: 评论
A Survey on WSN Issues with its Heuristics and Meta-Heuristics Solutions
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WIRELESS PERSONAL COMMUNICATIONS 2021年 第1期121卷 745-814页
作者: Srivastava, Ankita Mishra, Pramod Kumar Banaras Hindu Univ Inst Sci Dept Comp Sci Varanasi Uttar Pradesh India
A wireless sensor networks (WSN's) has stimulated significant research work among the researchers in monitoring and tracking tasks. It's a quite challenging task that needs to cope up with various conflicting ... 详细信息
来源: 评论
Unsupervised algorithms to Detect Zero-Day Attacks: Strategy and Application
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IEEE ACCESS 2021年 9卷 90603-90615页
作者: Zoppi, Tommaso Ceccarelli, Andrea Bondavalli, Andrea Univ Florence Dept Math & Informat I-50134 Florence Italy
In the last decade, researchers, practitioners and companies struggled for devising mechanisms to detect cyber-security threats. Among others, those efforts originated rule-based, signature-based or supervised Machine... 详细信息
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Cluster Analysis of Mixed and Missing Chronic Kidney Disease Data in KwaZulu-Natal Province, South Africa
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IEEE ACCESS 2021年 9卷 52125-52143页
作者: Popoola, Peter A. Tapamo, Jules-Raymond Assounga, Alain G. Univ KwaZulu Natal Sch Math Stat & Comp Sci Westville Campus ZA-4041 Durban South Africa Univ KwaZulu Natal Sch Engn Howard Coll Campus ZA-4041 Durban South Africa Univ KwaZulu Natal Nelson Mandela Sch Med Dept Nephrol ZA-4001 Durban South Africa Inkosi Albert Luthuli Cent Hosp ZA-4091 Durban South Africa
Real-world datasets, particularly Electronic Health Records, are routinely found to be mixed (comprised of both categorical and continuous variables) and/or missing in nature. Such datasets present peculiar challenges... 详细信息
来源: 评论
Cluster Prediction for Opinion Dynamics From Partial Observations
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IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS 2021年 7卷 101-113页
作者: Zhang, Zehong Lu, Fei Johns Hopkins Univ Dept Math Baltimore MD 21218 USA
We present a Bayesian approach to predict the clustering of opinions for a system of interacting agents from partial observations. The Bayesian formulation overcomes the unobservability of the system and quantifies th... 详细信息
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Multiplex Graph clustering with Network Embedding Technique: Review, Methods and Challenges
Multiplex Graph Clustering with Network Embedding Technique:...
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2021 IEEE International Conference on Unmanned Systems, ICUS 2021
作者: Han, Beibei Wei, Yingmei Wang, Xianghan Wang, Qingyong College of Systems Engineering National University of Defense Technology Changsha China
Multiplex graph clustering with network embedding technique has received considerable attention recently. The multiplex graph, a special multilayer network, can model the various interactions among similar entities, a... 详细信息
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Financial Advisor Recruitment: A Smart Crowdsourcing-Assisted Approach
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IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS 2021年 第3期8卷 682-688页
作者: Hamadi, Raby Ghazzai, Hakim Besbes, Hichem Massoud, Yehia Stevens Inst Technol Sch Syst & Enterprises Hoboken NJ 07030 USA Univ Carthage Higher Sch Commun Tunis Tunis 2083 Tunisia
Successful portfolio management requires, in addition to advanced optimization strategies, effective recruitment of specialized financial advisors. Hiring the wrong ones can be detrimental to investors' financial ... 详细信息
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Kernel Matrix Approximation on Class-Imbalanced Data With an Application to Scientific Simulation
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IEEE ACCESS 2021年 9卷 83579-83591页
作者: Hajibabaee, Parisa Pourkamali-Anaraki, Farhad Hariri-Ardebili, Mohammad Amin Univ Massachusetts Lowell Dept Comp Sci Lowell MA 01854 USA Univ Colorado Dept Civil Engn Boulder CO 80309 USA Univ Maryland Coll Comp Math & Nat Sci College Pk MD 20742 USA
Generating low-rank approximations of kernel matrices that arise in nonlinear machine learning techniques holds the potential to significantly alleviate the memory and computational burdens. A compelling approach cent... 详细信息
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Fairness-Aware Energy Efficient Scheduling on Heterogeneous Multi-Core Processors
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IEEE TRANSACTIONS ON COMPUTERS 2021年 第1期70卷 72-82页
作者: Salami, Bagher Noori, Hamid Naghibzadeh, Mahmoud Ferdowsi Univ Mashhad Dept Comp Engn Mashhad *** Razavi Khorasan Iran
Heterogeneous multi-core processors (HMP) with the same instruction set architecture (ISA) integrate complex high performance big cores with power efficient small cores on the same chip. In comparison with homogeneous... 详细信息
来源: 评论