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检索条件"主题词=clustering algorithms"
51208 条 记 录,以下是411-420 订阅
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clustering-Based algorithms for Multivehicle Task Assignment in a Time-Invariant Drift Field
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IEEE ROBOTICS AND AUTOMATION LETTERS 2017年 第4期2卷 2166-2173页
作者: Bai, Xiaoshan Yan, Weisheng Cao, Ming Northwestern Polytech Univ Sch Marine Sci & Technol Xian 710072 Shaanxi Peoples R China Univ Groningen Fac Sci & Engn NL-9747 AG Groningen Netherlands
This paper studies the multivehicle task assignment problem where several dispersed vehicles need to visit a set of target locations in a time-invariant drift field while trying to minimize the total travel time. Usin... 详细信息
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Accuracy Evaluation of Overlapping and Multi-Resolution clustering algorithms on Large Datasets
Accuracy Evaluation of Overlapping and Multi-Resolution Clus...
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International Conference on Big Data and Smart Computing (BIGCOMP)
作者: Artem Lutov Mourad Khayati Philippe Cudré-Mauroux eXascale Infolab University of Fribourg Switzerland
Performance of clustering algorithms is evaluated with the help of accuracy metrics. There is a great diversity of clustering algorithms, which are key components of many data analysis and exploration systems. However... 详细信息
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Improving the performance of Fuzzy clustering algorithms through Outlier Identification
Improving the performance of Fuzzy Clustering algorithms thr...
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IEEE International Conference on Fuzzy Systems
作者: Prabhjot Kaur Anjana Gosain Department of Information Technology C-4 Maharaja Surajmal Institute of Technology New Delhi India Department of Information Technology USIT Guru Gobind Singh Indraprastha University New Delhi India
Major clustering algorithms consider all data objects as good objects while dividing data-set into clusters, except some, that consider noise/outliers to some extent. As a result those algorithms are not capable to pr... 详细信息
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Estimating the Number of Clusters Based on Sequential clustering algorithms
Estimating the Number of Clusters Based on Sequential Cluste...
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Brazilian Conference on Intelligent Systems (BRACIS)
作者: Eduardo Machado Real Universidade Estadual de Mato Grosso do Sul - UEMS Nova Andradina MS Brazil
The main goal of clustering algorithms is to organize a given set of data patterns into groups (clusters) and their main strategy is to group patterns based on their similarity. However, some clustering algorithms als... 详细信息
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Research on Text clustering algorithms
Research on Text Clustering Algorithms
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International Workshop on Database Technology and Applications
作者: Qun Li Xinyuan Huang
Web documents are enormous. Text clustering is to place the documents with the most words in common into the same cluster. Thus the web search engine can structure the large result set for a certain quest. In this art... 详细信息
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Color quantization using c-means clustering algorithms
Color quantization using c-means clustering algorithms
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IEEE International Conference on Image Processing
作者: M. Emre Celebi Quan Wen Juan Chen Department of Computer Science Louisiana State University Shreveport USA School of Computer Science & Engineering University of Electrical Science & Technology of China Chengdu China
Color quantization is an important operation with many applications in graphics and image processing. Most quantization methods are essentially based on data clustering algorithms. Recent studies have demonstrated the... 详细信息
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Improving clustering algorithms through constrained convex optimization
Improving clustering algorithms through constrained convex o...
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International Conference on Pattern Recognition
作者: R. Nock F. Nielsen University of Antilles-Guyane Martinique France Sony CS Laboratories Inc. Tokyo Japan
Inspired by the recent successes of boosting algorithms, a trend in unsupervised learning has begun to emphasize the need to explore the design of weighted clustering algorithms. We handle clustering as a constrained ... 详细信息
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Applications of clustering algorithms in long-term load forecasting
Applications of clustering algorithms in long-term load fore...
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IEEE International Energy Conference and Exhibition (EnergyCon)
作者: Sanela Carević Tomislav Capuder Marko Delimar Faculty of Electrical Engineering and Computing University of Zagreb Zagreb Croatia
Load forecasting is one of the critical activities in electric power system planning. This paper presents clustering algorithms and their usage in load forecasting on a case study in Zagreb, Croatia. Load data acquisi... 详细信息
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Methods for selecting and improving software clustering algorithms
Methods for selecting and improving software clustering algo...
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IEEE Workshop on Program Comprehension
作者: Mark Shtern Vassilios Tzerpos York University Toronto ONT Canada
Several software clustering algorithms have been proposed in the literature, each with its own strengths and weaknesses. Most of these algorithms have been applied to particular software systems with considerable succ... 详细信息
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Maximum entropy clustering algorithms and their application in image compression
Maximum entropy clustering algorithms and their application ...
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IEEE International Conference on Systems, Man and Cybernetics
作者: N.B. Karayiannis Department of Electrical Computer Engineering University of Houston Houston TX USA
This paper presents a new approach to fuzzy clustering, which provides the basis for the development of maximum entropy clustering algorithms (MECA). The derivation of the proposed algorithms is based on an objective ... 详细信息
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