DataMining常用詞匯表-中英文

1、1R算法名稱Activation function 激勵函數(shù)Adaptive classifier combination (ACC)自適應(yīng)分類器組合Adaptive自適應(yīng)Additive可累加的Affinity analysis 親和力分析Affinity親和力Agglomerative clustering 凝聚聚類Agglomerative 凝聚的Aggregate proximity relationship 整體接近關(guān)系A(chǔ)ggregate proximity 整體接近Aggregation hierarchy 聚合層次AGNES算法名稱AIRMA集成的自回歸移動平均Algorithm

2、 算法Alleles等位基因Alternative hypothesis 備擇假設(shè)Approximation 近似Apriori算法名稱AprioriAll算法名稱Apriori-Gen算法名稱ARGen算法名稱ARMA自回歸移動平均Artificial intelligence (AI) 人工智能Artificial neural networks (ANN) 人工神經(jīng)網(wǎng)絡(luò)Association rule problem 關(guān)聯(lián)規(guī)貝 問題Association rule/ Association rules 關(guān)聯(lián)規(guī)Association 關(guān)聯(lián)Attribute-oriented inducti

3、on 面向?qū)傩缘臍w納Authoritative 權(quán)威的Authority 權(quán)威Autocorrelation coefficient 自相關(guān)系數(shù)Autocorrelation 自相關(guān)Autoregression 自回歸Auto-regressive integrated moving average 集成的自回歸移動平均Average link平均連接Average 平均Averagelink平均連接Backlink后向鏈接back-percolation 回濾Backpropagation 反向傳播backward crawling 后向爬行backward traversal 后 向訪問B

4、ANG算法名稱Batch gradient descent 批量梯度下降Batch批量的Bayes Rule貝葉斯規(guī)則Bayes Theorem 貝葉斯定理Bayes貝葉斯Bayesian classification 貝葉斯分類BEA算法名稱Bias偏差Binary search tree 二叉搜索樹Bipolar activation function 雙極激勵函數(shù)Bipolar 雙極BIRCH算法名稱Bitmap index位圖索引Bivariate regression 二元回歸Bond Energy algorithm 能量約束算法Boosting 提升Border point 邊界

5、點(diǎn)Box plot箱線圖Boyer-Moore (BM)算法名稱Broker代理b-tree b 樹B-tree B-樹C4.5算法名稱C5算法名稱C5.0算法名稱CACTUS算法名稱Calendric association rule 日歷關(guān)聯(lián)規(guī)則Candidate 候選CARMA算法名稱CART算法名稱Categorical 類別的CCPD算法名稱CDA算法名稱Cell單元格Center中心Centroid 質(zhì)心CF tree聚類特征樹CHAID算法名稱CHAMELEON算法名稱Characterization 特征化Chi squared automatic interaction de

6、tection 卡方自動交互檢測Chi squared statistic 卡方統(tǒng)計(jì)量Chi squared 卡方Children 孩子Chromosome 染色體CLARA算法名稱CLARANS算法名稱Class類別Classification and regression trees 分類和回歸樹Classification rule 分類規(guī)則Classification tree 分類樹Classification 分類Click點(diǎn)擊Clickstream 點(diǎn)擊流Clique 團(tuán)Cluster mean聚類均值Clustering feature 聚類特征Clustering probl

7、em聚類問題，備選定義Clustering 聚類Clusters 簇Collaborative filtering 協(xié)同過濾Combination of multiple classifiers (CMC)多分類器組合Competitive layer 競爭層Complete link 全連接Compression 壓縮Concept hierarchy 概念層次Concept 概念Confidence interval 質(zhì)心區(qū)問Confidence 置信度Confusion matrix 混淆矩陣Connected component 連通分量Contains 包含Context Focus

8、ed Crawler (CFC)上下文專用爬蟲Context graph上下文圖Context layer上下文層Contiguous subsequeace鄰接子序歹!JContingency table 歹!J聯(lián)表Continuous data連續(xù)型數(shù)據(jù)Convex hull 凸包Conviction 信任度Core points 核心點(diǎn)Correlation coefficient r 相關(guān)系數(shù) rCorrelation pattern 相關(guān)模式Correlation rule 相關(guān)規(guī)則Correlation 相關(guān)Correlogram 相關(guān)圖Cosine余弦Count distribu

9、tion 計(jì)數(shù)分配Covariance 協(xié)方差Covering 覆蓋Crawler 爬蟲CRH算法名稱Cross交叉Crossover 雜交CURE算法名稱Customer-sequence客戶序歹!JCyclic association rules 循環(huán)關(guān)聯(lián)規(guī)則Data bubbles數(shù)據(jù)氣泡Data distribution 數(shù)據(jù)分配Data mart數(shù)據(jù)集市Data Mining Query Language (DMQL)數(shù)據(jù)挖掘查詢語言Data mining數(shù)據(jù)挖掘Data model數(shù)據(jù)模型Data parallelism 數(shù)據(jù)并行Data scrubbing 數(shù)據(jù)清洗Data st

10、aging數(shù)據(jù)升級Data warehouse 數(shù)據(jù)倉庫Database (DB)數(shù)據(jù)庫Database Management Systems 據(jù)庫管理系統(tǒng)Database segmentatio滋據(jù)庫分割DBCLASD算法名稱DBMS算法名稱DBSCAN算法名稱DDA算法名稱，數(shù)據(jù)分配算法Decision support systems (DSS)決策支持系統(tǒng)Decision tree build 決策樹構(gòu)造Decision tree induction 決策樹歸納Decision tree model (DT model)決策樹模型Decision tree processing 決策樹處

11、理Decision tree 決策樹Decision trees 決策樹Delta rule delta 規(guī)則DENCLUE算法名稱Dendrogram 譜系圖Density-reachable 密度可達(dá)的Descriptive model 描述型模型Diameter 直徑DIANA算法名稱dice切塊Dice 一種相似度量標(biāo)準(zhǔn)Dimension modeling 維數(shù)據(jù)建模Dimension table 維表Dimension 維Dimensionality curse 維數(shù)災(zāi)難Dimensionality reduction 維數(shù)約簡Dimensions 維Directed acyclic

12、 graph (DAG)有向無環(huán)圖Direction relationship 方向關(guān)系Directly density-reachable 直接密度可達(dá)的Discordancy test 不一致性測試Dissimilarity measure 差別度量Dissimilarity 差別Distance based simple基于距離簡單的Distance measure 距離度量Distance scan距離掃描Distance 距離Distiller提取器Distributed分布式的Division 分割Divisive clustering 分裂聚類Divisive分裂的DMA算法名稱

13、Domain值域Downward closed向下封閉的Drill down 下鉆Dynamic classifier selection (DCS)動態(tài)分類器選擇EM期望最大值Encompassing circle 包含圓Entity實(shí)體Entity-relationship data model 實(shí)體-關(guān)系數(shù)據(jù)模型Entropy 嫡Episode rule情節(jié)規(guī)則Eps-neighborhood -令口域Equivalence classes 等價類Equivalent 等價的ER data model ER 數(shù)據(jù)模型ER diagram ER 圖Euclidean distance歐幾里

14、得距離Euclidean歐幾里得Evaluation 評價Event sequence 事件序歹!JEvolutionary computing 進(jìn)化計(jì)算Executive information systems (EIS) 主管信息系統(tǒng)Executive support systems (ESS)主管支持系統(tǒng)Exhaustive CHAID 窮盡 CHAIDExpanded dimension table 擴(kuò)張的維表Expectation-maximization 期望最大化 Exploratory data analysis 探索性數(shù)據(jù)分析 Extensible Markup Langua

15、ge 可擴(kuò)展置標(biāo)語言 Extrinsic外部的Fact table事實(shí)表Fact事實(shí)Fallout錯檢率False negative (FN)假反例False positive (FP)假正例Farthest neighbor 最遠(yuǎn)令I(lǐng)WFEATUREMINE 算法名稱Feedback 反饋Feedforward 前饋Finite state machine (FSM)有限狀態(tài)機(jī)Finite state recognizer有限狀態(tài)機(jī)識另器Firefly算法名稱Fires點(diǎn)火Firing rule點(diǎn)火規(guī)則Fitness function適應(yīng)度函數(shù)Fitness適應(yīng)度Flattened dime

16、nsion table 扁平的維表Flattened扁平的Focused crawler 專用爬蟲Forecasting 預(yù)報(bào)Forward references 前 向訪問Frequency distribution 頻率分布Frequent itemset頻率項(xiàng) 目 集Frequent頻率的Fuzzy association rule 模糊關(guān)聯(lián)規(guī)貝 UFuzzy logic模糊邏輯Fuzzy set模糊集GA clustering遺傳算法聚類Gain增益GainRatio增益比率Gatherer收集器Gaussian activation function 高斯激勵函數(shù)Gaussian 高

17、斯GDBSCAN算法名稱Gene基因Generalization 泛化，一般化Generalized association rules 泛化關(guān)聯(lián)規(guī)貝 UGeneralized suffix tree (GST) 一般化的后綴樹Generate rules 生成規(guī)則Generating rules from DT從決策樹生成規(guī)則Generating rules from NN從神經(jīng)網(wǎng)絡(luò)生成規(guī)則Generating rules 生成規(guī)則Generic algorithms 遺傳算法Genetic algorithm 遺傳算法Genetic algorithms (GA)遺傳算法Geographi

18、c Information Systems (GIS)地理信息系統(tǒng)Gini吉尼Gradient descent 梯度下降g-sequence g序歹!JGSP 一般化的序列模式Hard focus硬聚焦Harvest rate 收獲率Harvest 一個Web內(nèi)容挖掘系統(tǒng)Hash tree哈希樹Heapify 建堆Hebb rule hebb 規(guī)貝 UHebbian learning hebb 學(xué)習(xí)Hidden layer 隱層Hidden Markov Model隱馬爾可夫模型Hidden node 隱節(jié)點(diǎn)Hierarchical classifier 層次分類器Hierarchical c

19、lustering 層次聚類Hierarchical 層次的High dimensionality 高維度Histogram 直方圖HITS算法名稱Hmm隱馬爾可夫模型HNC Risk Suite算法名稱HPA算法名稱Hub中心Hybrid Distribution (HD)混合分布Hybrid OLAP (HOLAP)混合型聯(lián)機(jī)分析處理Hyper Text Markup Language 超文本置標(biāo)語言Hyperbolic tangent activation function 雙曲正切激勵函數(shù)Hyperbolic tangent 雙曲正切Hypothesis testing 假設(shè)檢驗(yàn)ID3

20、算法名稱IDD算法名稱Inverse document frequency(IDF)文檔頻率倒數(shù)Image databases圖像數(shù)據(jù)庫Incremental crawler 增量爬蟲Incremental gradient descent 增量梯度下降Incremental rules 增量規(guī)則Incremental updating 增量更新Incremental 增量的Individual 個體Induction 歸納Information gain 信息增益Information retrieval (IR) 信息檢索Information 信息Informational data 情

21、報(bào)數(shù)據(jù)Input layer 輸入層Input node輸入節(jié)點(diǎn)Integration 集成Interconnections 相互連接Interest興趣度Interpretation 解釋Inter-transaction association rules 事務(wù)問關(guān)聯(lián)規(guī)貝Inter-transaction 事務(wù)之間Intra-transaction association rules 事務(wù)內(nèi)關(guān)聯(lián)規(guī)Intra-transaction 事務(wù)之內(nèi)Intrinsic內(nèi)部的Introduction 弓 I言IR算法名稱Isothetic rectangle isothetic 矩形Issues問題I

22、temset項(xiàng)目集Iterative迭代的JaccardJaccard s coefficient JaccftdJackknife estimate 折疊刀估計(jì)Java Data Mining (JDM) Java 數(shù)據(jù)挖掘Join index連接索弓IK nearest neighbors (KNN) K 最近鄰K-D tree K-D 樹KDD object KDD 對象KDD process KDD 過程Key鍵K-means K-均值K-Medoids K-中心點(diǎn)K-Modes K-模KMP算法名稱Knowledge and data discovery managementsyst

23、em (KDDMS)知識與數(shù)據(jù)發(fā)現(xiàn)管 理系統(tǒng)Knowledge discovery in databases (KDD)數(shù)據(jù)庫知識發(fā)現(xiàn)Knowledge discovery in spatial databases空間數(shù)據(jù)庫知識發(fā)現(xiàn)Knuth-Morris-Pratt algorithm 算法名稱Kohonen self organizing map Kohonen 自組織映射k-sequence K序歹!JLag時滯Large itemset property 大項(xiàng)集性質(zhì)Large itemset 大項(xiàng)集Large reference sequence?雖訪問序歹!JLarge sequen

24、ce property 大序歹U 性質(zhì)Large 大Learning parameter 學(xué)習(xí)參數(shù)Learning rule學(xué)習(xí)準(zhǔn)則Learning 學(xué)習(xí)Learning-rate 學(xué)習(xí)率Least squares estimates# 小二乘估計(jì)Levelized dimension table 層次化維表Lift作用度Likelihood 似然Linear activation function 線性激勵函數(shù)Linear discriminant analysis (LDA)線性判別分析Linear filter線性濾波器Linear regression 線性回歸Linear線性Line

25、ar線性的Link analysis連接分析Location 位置LogisticLogistic regression logistic 回歸Longest common subseries最長公共子序歹!JMachine learning 機(jī)器學(xué)習(xí)Major table 主表Manhattan distance 曼哈頓品 E 離Manhattan曼哈頓Map overlay地圖覆蓋Market basket analysis 購物籃分析Market basket 購物籃Markov Model (MM)馬爾可夫模型Markov Property馬爾可夫性質(zhì)Maximal flequent

26、forward sequences 最長前向訪問序列Maximal forward reference 最長前向訪問Maximal reference sequences?1長訪問序歹!JMaximum likelihood estimate (MLE)極大似然估計(jì)MBR最小邊界矩形Mean squared error (MSE)均方誤差Mean squared 均方Mean均值Median中值Medoid中心點(diǎn)Merged context graph合并上下文圖Method of least squares 最小二乘法Metric度量Minimum bounded rectangle 最小邊

27、界矩陣Minimum item supports 最小項(xiàng)目 支持度Minimum Spanning Tree algorithm 最/、生成樹算法Minimum Spanning Tree (MST)最小生成樹Minor table 副表MinPts輸入?yún)?shù)名稱MINT 一種網(wǎng)絡(luò)查詢語言MISapriori算法名稱Mismatch 失配Missing data缺失數(shù)據(jù)Mode 模Momentum 動量Monothetic 單一的Moving average 移動平均Multidimensional Database (MDD)多維數(shù)據(jù)庫Multidimensional OLAP (MOLAP)

28、 多維 OLAPMultilayer perceptron (MLP)多層感知器Multimedia data多媒體數(shù)據(jù)Multiple Layered DataBase (MLDB)多層數(shù)據(jù)庫Multiple linear regression 多元線性回歸Multiple-level association rules 多層關(guān)聯(lián)規(guī)則Mutation 變異Nae Bayes樸素貝葉斯Nearest hit同類最近Nearest miss異類最近Nearest Neighbor algorithm 最近令口算法Nearest neighbor query 最近令口查詢Nearest neigh

29、bor 最近令口Nearest Neighbors 最近令口Negative border 負(fù)邊界Neighborhood graph 近令口圖Neighborhood 鄰居Neural network (NN)神經(jīng)網(wǎng)絡(luò)Neural network model (NN model)神經(jīng)網(wǎng)絡(luò)模型Neural networks 神經(jīng)網(wǎng)絡(luò)Noise噪聲Noisy data噪聲數(shù)據(jù)Noncompetitive learning 非競爭性學(xué)習(xí)Nonhierarchical 非層次的Nonlinear regression 非線性回歸Nonlinear非線性的Nonparametric model 非參數(shù)

30、模型Nonspatial data dominant generalization以非空間數(shù)據(jù)為主的般化Nonspatial hierarchy 非空間層次Nonstationary 非平穩(wěn)的Normalized dimension table 歸一化維表NSD CLARANS算法名稱Null hypothesis 空假設(shè)OAT算法名稱Observation probability 觀測概率OC curve OC 曲線Ockhann s razo奧卡姆弟U刀Offline gradient descent 離線梯度下降Offline 離線Offspring 子孫OLAP聯(lián)機(jī)分析處理Online

31、 Analytic Processing 在線梯度下降Online gradient descent 在線梯度下降Online transaction processing (OLTP)聯(lián)機(jī)事務(wù)處理Online在線Operational characteristic curve 操作特征曲線Operational data操作型數(shù)據(jù)OPTICS算法名稱OPUS算法名稱Outlier detection 異常點(diǎn)檢測Outlier異常點(diǎn)Output layer 輸出層Output node輸出結(jié)點(diǎn)Overfitting 過擬合Overlap 重疊Page頁面PageRank算法名稱PAM算法名稱P

32、arallel algorithms 并行算法Parallel并行的Parallelization 并行化Parametric model 參數(shù)模型Parents 雙親Partial-completeness 部分完備性Partition 分區(qū)Partitional clustering基于劃分的聚類Partitional MST 戈U分 MST 算法Partitional 戈 U 分的Partitioning Around Medoids 圍繞中心點(diǎn)的劃分Partitioning 戈 U 分Path completion 路徑補(bǔ)全Pattern detection 模式檢測Pattern d

33、iscovery 模式發(fā)現(xiàn)Pattern matching模式匹酉己Pattern Query Language (PQL)模式查詢語言Pattern recognition 模式識另Pattern 模式PDM算法名稱Pearson 戴爾遜系數(shù)rPerceptron 感知器Performance measures 性能度量Performance 性能Periodic crawler周期性爬蟲Personalization 個性化Point estimation 點(diǎn)估計(jì)PolyAnalyst 附錄 APolythetic 多的Population 種群Posterior probability

34、后驗(yàn)概率Potentially large 潛在大的Precision查準(zhǔn)率Predicate set謂詞集合Prediction 預(yù)測Predictive model預(yù)測型模型Predictive Modeling Mark-Up Language (PMML)預(yù)測模型置標(biāo)語言Predictor預(yù)測變量Prefix前綴Preprocessing 預(yù)處理Prior probability 先驗(yàn)概率PRISM算法名稱Privacy 隱私Processing element function 處理單元函數(shù)Processing elements 處理單元Profile association rul

35、e (PAR)簡檔關(guān)聯(lián)規(guī)則Profiling 描繪Progressive refinement 漸進(jìn)求精Propagation 傳播Pruning 剪枝Quad tree 4 叉樹Quantitative association rule 數(shù)量關(guān)聯(lián)規(guī)貝 UQuartiles 4 分位樹Query language 查詢語言Querying 查詢QUEST算法名稱R correlation coefficient r 相關(guān)系數(shù)Radial basis function (RBF)徑向基函數(shù)Radial function 徑向函數(shù)Radius半徑RainForest算法名稱Range query

36、范圍查詢Range全距Rank sink排序沉沒Rare item problem 稀疏項(xiàng)目問題Raster光柵Ratio rule比率規(guī)則RBF network徑向基函數(shù)網(wǎng)絡(luò)Recall召回率Receiver operating characteristic curve 接受者操作特征曲線Recurrent neural network 遞歸神經(jīng)網(wǎng)絡(luò)Referral analysis 推薦分析Region query區(qū)域查詢Regression coefficients 回歸稀疏Regression 回歸Regressor回歸變量Related concepts 相關(guān)概念Relation 關(guān)

37、系Relational algebra 關(guān)系代數(shù)Relational calculus 關(guān)系計(jì)算Relational model 關(guān)系模型Relational OLAP 關(guān)系 OLAPRelationship 關(guān)系Relative operating characteristic curve 相對操作特征曲線Relevance相關(guān)性Relevant相關(guān)的Reproduction 復(fù)制Response 響應(yīng)Return on investment 投資回報(bào)率RMSE均方根誤差RNN遞歸神經(jīng)網(wǎng)絡(luò)Robot機(jī)器人ROC curve ROC 曲線ROCK algorithm ROCK 算法ROI投資回

38、報(bào)率ROLAP關(guān)系型聯(lián)機(jī)分析處理Roll up上卷Root mean square error 均方根誤差Root mean square (Rms)均方根Roulette wheel selection 輪盤賭選擇R-tree R 樹Rule extraction 規(guī)則抽取Rules規(guī)則Sampling 抽樣SAND算法名稱Satisfy 滿足Scalability可伸縮性Scalable parallelizable induction of decision trees 決策樹的可伸縮并行歸納Scatter diagram 散點(diǎn)圖Schema模式SD CLARANS算法名稱，空間主導(dǎo)的S

39、earch engine搜索引擎Search搜索Seed URL 種子 URLSegmentation 分割Segments 片段Selection 選擇Self organizing feature map (SOFM)自組織特征映射Self organizing map (SOM)自組織映射Self organizing neural networks 自組織神經(jīng)網(wǎng)絡(luò)Self organizing 自組織Semantic index 語義索弓 ISequence association rule problem 歹 U 關(guān)聯(lián)規(guī)貝11問題Sequence association rule 序

40、歹！J關(guān)聯(lián)規(guī)貝11Sequence association rule喬歹！J關(guān)聯(lián)規(guī)貝11Sequence classifier 序歹！J分類器Sequence discovery 序歹!J 發(fā)現(xiàn)Sequence時間序列Sequential analysis 序歹！J分析Sequential pattern 序歹！J模式Sequential patterns 序歹！J模式Serial單行的Session 會話Set集合SGML 一種置標(biāo)語言Shock沖擊Sigmoid activation function S 型激勵函數(shù)Sigmoid S 型的Silhouette coefficient 輪廓

41、系數(shù)Similarity measure 相似性度量Similarity measures 相似性度量Similarity 相似性Simple distance based簡單基于距離的Simultaneous 同時的Single link 單連接Slice切片Sliding window 滑動窗口SLIQ算法名稱Smoothing 平滑Snapshot 快照Snowflake schema 雪花模式Soft focus軟聚焦SPADE算法名稱Spatial Association Rule 空間關(guān)聯(lián)規(guī)則Spatial association rules 空間關(guān)聯(lián)規(guī)則Spatial chara

42、cteristic rules 空間特征曲線Spatial clustering 空間聚類Spatial data dominant generalization以空間數(shù)據(jù)為主的般化Spatial data mining空間數(shù)據(jù)挖掘Spatial data空間數(shù)據(jù)Spatial database空間數(shù)據(jù)庫Spatial Decision Tree 空間決策樹Spatial discriminant rule空間數(shù)據(jù)判別規(guī)則Spatial hierarchy空間數(shù)據(jù)層次Spatial join空間連接Spatial mining空間數(shù)據(jù)挖掘Spatial operator空間運(yùn)算符Spatial selection 空間選擇Spatial-data-dominant 空間數(shù)據(jù)主導(dǎo)Spider蜘蛛Splitting attributes 分裂屬性Splitting predicates 分裂謂語Splitting 分裂SPRINT算法名稱SQL結(jié)構(gòu)化查詢語言Squared Error algorithm 平方誤差算法Squared error平方誤差Squashing function 壓縮函數(shù)Standard deviation 標(biāo)準(zhǔn)差Star