clustering procedure 中文意思是什麼

clustering procedure 解釋
聚類法
  • clustering : 叢聚
  • procedure : n. 1. 工序，過程，步驟。2. 程序，手續；方法；訴訟程序；（議會的）議事程序。3. 行為，行動，傳統的做法；（外交、軍隊等的）禮儀，禮節。4. 〈罕用語〉進行。
  1. Basically there is fuzziness in the procedure of clustering

    這些演算法在聚類過程中存在模糊性。
  2. The basic idea for hierarchy - based method is that creating and maintaining a tree of clusters and sub - clusters according to some kind of criterion to measure the distance of clusters, the procedure will be sloped until some terminal conditions are satisfied. hierarchical clustering method can be further classified into agglomerative and divisive hierarchical clustering, depending on whether the hierarchical decomposition is formed in a bottom - up or top - down fashion. most hierarchical clustering methods can produce the better results when the clusters are compact or spherical in shape. but they do not perform well if the clusters are any shape or there are outliers. a main reason is that the most hierarchical clustering methods employ medoid - based measurement as distance between clusters

    基於層次方法的聚類的基本思想足：根據給定的簇間距離度量準則，構造利維護一棵由簇利子簇形成的聚類樹，直至滿足某個終結條件為止。根據層次分解是自底向上還是自頂向下形成，層次聚類方法可以分為凝聚的（ agglomerative ）和分裂的（ divisive ） 。人多數層次聚類演算法在緊密簇或球形簇結構下能夠產生較好的聚類效果。
  3. The main contents of this thesis include : ( 1 ) summarize and analysis of the theories on vibration transmission through rolling element bearings ( 2 ) based on the threshold setting and signal ’ s statistical approach, a method for solving the problems of denoise was developed ( 3 ) using sparsity and clustering, the method and hypotheses for underdetermined blind source separation was studied ( 4 ) the method based on potential function clustering was given for underdetermined blind source separation of noisy signals based on the assumption that the input distribution is sparse and the mixture procedure is linear, the attenuation matrix and the delay matrix were estimated by clustering. the approach was experimentally illustrated for the case of m = 2. the separation of the signals from bearing test bed proved that the given methods are available and reliable

    在需求分析和研究現狀分析的基礎上，本論文針對如下內容進行了重點研究: （ 1 ）以滾動軸承為例，對旋轉機械振動信號的傳輸進行了歸納分析; （ 2 ）通過設定某一門限並研究信號間的統計特性，研究了旋轉機械振動信號的盲源分離過程中噪聲消減策略; （ 3 ）應用稀疏信號分析和聚類分析方法，對盲源分離中欠確定問題的假設條件進行探討並對分離方法進行了分析; （ 4 ）採用基於勢函數聚類分析的方法，研究了欠確定前提下含噪聲測量過程中信號盲源分離方法。
  4. A procedure consisting of a fuzzy clustering method and a rule processing algorithm is then employed for processing the constructed fuzzy modeling rules to extract the qualitative properties of the curve

    接下來，利用一套包括模糊聚類以及法則處理的演算程式，將已建立的模糊模型法則加以處理，以提取出磁化曲線的定性性質。
  5. This thesis is based on the theory of the unexpected release of energy in safety system engineering and applies the relevant principle in risk assessment. three kinds of methods, such as dow fire & explosion index, ici / mond index, grey clustering procedure and three mathematical models, such as bleve accidental model, vce accidental model, the model of leakage & diffusion of posionous gases are applied to the risk asssessment of lpg terminal

    本文以安全系統工程中的能量意外釋放理論為理論基礎，根據安全評價的相關原理，綜合運用三種方法：道氏火災爆炸指數法、 ici mond法、灰色聚類法以及三個模型： bleve事故傷害模型、 vce事故傷害模型、有毒氣體泄漏擴散模型，對液化石油氣碼頭的儲運進行了風險綜合評價。
  6. In the new algorithm, the applications of improved subtractive clustering for initialization, part feature based in distance function and the best solution selection procedure eliminate the clustering errors of fcm, and the clustering efficacy is improved dramatically

    該演算法中提出的改進的減法聚類法產生初始聚類中心、基於零件特徵的距離函數、迭代方案的選擇方法等基本消除了fcm的聚類錯誤，顯著的提高了成組效率。
  7. The risk assessment of the present danger is focused on the safety supervision. based on the analysis of the fault tree of the accident at lpg terminal, the level of the safety manage of lpg terminal is assessed through grey clustering procedure and the grade is presented, which make the managerial personnel see the level of the safety manage of this terminal visualizedly

    本文在對液化石油氣碼頭儲運安全事故致因進行故障樹分析的基礎上，運用灰色聚類法半定量的分析並給出了碼頭的安全管理水平等級，使決策者直觀的看到了碼頭的安全管理水平，為進一步採取安全管理措施提供了依據。
  8. Texture features are then extracted from these filters and passed into a dynamic clustering procedure, which is called visual similarity clustering. finally, text contents are located from the clustered results. benefit from this scheme, the algorithm demonstrates strong robustness and adaptability in a wide variety of documents, which previous traditional dla approaches do not possess

    一般來說，人眼對一張文檔圖像所形成的第一印象，會傾向于對其中一些區域文字照片等等形成相似的感知結果，這些在視覺前期相似的內容，往往就是文檔中內容獨立的區域。
  9. This network can be summarized as follows : ( 1 ) about the networks " architecture, it is not fully connected but it uses selective connection between the units of two hidden layers. the number of these units is determined dynamically. ( 2 ) during the learning procedure, a new input - output clustering ( ioc ) method is adopted to select centers

    該網路主要有以下特點： （ 1 ）網路結構上，兩層隱層選擇性連接，隱層節點數在學習過程中動態確定； （ 2 ）學習規則上，提出一種同時考慮輸入輸出樣本信息的輸入一輸出聚類（ input - outputclustering ， ioc ）方法，且聚類中心的形狀參數自適應變化。
  10. In order to avoid such failure, another vertical dca ( as opposed to horizontal dca along the sequences ) procedure is introduced to close the relative of sequences by clustering the original sequences into two closer sequence sets

    為盡量避免這種失敗，一種縱向的分治（相對前面的沿序列的橫向分治）被用來對原序列集進行聚類，將序列集分成多個關系更緊密的子集。
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