2008-05-04

sequential pattern-T100

Mining Sequential Patterns - 2 個瀏覽次數 - 上午 9:00

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The algorithm is especially efficient when the sequential patterns in the database are very long. A depth-first search strategy is used to generate ...
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Sequential PAttern Mining using A Bitmap Representation

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lem of mining sequential patterns. We propose an efficient. algorithm called SPAM (Sequential PAttern Mining) that. integrates a variety of old and new ...
www.cs.cornell.edu/johannes/papers/2002/kdd2002-spam.pdf - 類似網頁 - 加入筆記本
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Sequential Pattern Mining Algorithms: Trade-offs between Speed and ... - 上午 9:01

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In this paper, we study the problem of sequential pattern mining, ... goal of sequential pattern mining is to discover all frequent sequences of itemsets in ...
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Sequential PAttern Mining using A Bitmap Representation

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Sequential Patterns Mining :依據顧客購買商品的交易資料庫來進行分析,用來找出顧客購買 ... called a frequent sequential pattern on D if supD(Sa)  minSup. ...
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Mining Sequential Patterns - 5月2日

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We introduce the problem of mining sequential patterns over this data. An example of such a .... the desired sequential patterns. The sequential pattern ...
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Mining Sequential Patterns with Constraints in Large Databases

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Sequential pattern mining algorithms, in general, can be. categorized into three classes: ..... constraints for sequential pattern mining are shown in Ta- ...
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Mining Sequential Patterns

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Output subexponential maximal sequential pattern algorithms; Efficient algorithms for finding episodes (approximate sequential patterns – edit distance) ...
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Mining Sequential Patterns: Generalizations And Performance ...

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The problem of mining sequential patterns was recently introduced in AS We are given a database of sequences, where each sequence is a list of transactions ...
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Mining Sequential Patterns - Agrawal, Srikant (ResearchIndex) - 5月2日

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We introduce the problem of mining sequential patterns over such databases. ... 0.4: Sequential PAttern Mining using A Bitmap Representation - Ayres, ...
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Advanced Topics in Data Mining: Sequential Patterns

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Elements of a sequential pattern need not be simple items .... For each length-2 sequential pattern, construct its projected DB ...
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Abstract 1 Introduction - 5月2日

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of a sequential pattern in which the elements are sets. of items. Problem Statement .... of nding all sequential patterns in ve phases: i sort ...
rakesh.agrawal-family.com/papers/icde95seq.pdf - 類似網頁 - 加入筆記本
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Mining Sequential Patterns: Generalizations and Performance ...

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The problem of mining sequential patterns was recently in-. troduced in 3 . ... example of a sequential pattern is 5 of customers bought `Foundation' ...
rakesh.agrawal-family.com/papers/edbt96seq.pdf - 類似網頁 - 加入筆記本

Sequential Patterns

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The problem of discovering sequential patterns [Mannila 1995 , Srikant 1996] is to find inter-transaction patterns such that the presence of a set of items ...
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Mining Sequential Patterns from Large Data Sets - Data Mining and ...

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Mining Sequential Patterns from Large Data Sets - Database Management & Info Retrieval. The focus of Mining Sequential Patterns from Large Data Sets is on ...
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Mining Sequential Patterns

support this sequential pattern. Elements of a sequen-. tial pattern need not be simple .... of finding all sequential patterns in five phases: i) sort ...
doi.ieeecomputersociety.org/10.1109/ICDE.1995.380415 - 類似網頁 - 加入筆記本

序列模式的一種挖掘算法Algorithm for Mining Sequential Pattern-作者 ...

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序列模式挖掘是數據挖掘中最重要的研究課題之一。基於記錄數據庫頻繁集中各元素Ctid表的基礎上,提出了序列模式挖掘的一種算法ISP。該算法考慮了項目集與序列之間的 ...
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在GSM系統中挖掘序列報警模式Mining Sequential Alarm Patterns for ...

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研究了一種從GSM系統報警數據中挖掘序列報警模式的方法.根據報警數據的特點,提出了數據清洗的方法.通過使用時間約束來限制兩個報警事件在時間上的差異,利用MSAP挖掘 ...
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Sequential Pattern Mining in Multiple Streams

In this paper, we deal with mining sequential patterns. in multiple data streams. ... rule can be treated as a simplified sequential pattern of two. events. ...
ieeexplore.ieee.org/iel5/10470/33217/01565732.pdf?arnumber=1565732 - 類似網頁 - 加入筆記本

[4] On Suboptimal Sequential Pattern Recognition

joint sequential. feature selection and pattern. classificatio'n. problem. ...... features, and a sequential pattern recognition procedure is to be im- ...
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Incremental Mining of Web Sequential Patterns Using PLWAP Tree on ...

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For mining of sequential patterns over data streams, there are three models adopted by many researchers in ways of time spanning: landmark model ...
134.208.3.165/.../papers/PPT/Incremental%20Mining%20of%20Web%20Sequential%20Patterns%20Using%20PLWAP.ppt - 類似網頁 - 加入筆記本
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Mining Long Sequential Patterns in a Noisy Environment

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Mining Long Sequential Patterns in a Noisy Environment. Jiong Yang. T. J. Watson Research. Center. IBM. jiyang@us.ibm.com. Wei Wang. T. J. Watson Research ...
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PrefixSpan : Mining Sequential Patterns Efficiently by Prefix ...

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previously developed sequential pattern mining methods. follow the methodology of .... projected Sequential pattern mining). Its general idea ...
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Mining Sequential Patterns

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The basic method to mine sequential patterns; Based on the Apriori algorithm. ..... R. Agrwal & R. Srikant, "Mining Sequential Patterns:Generalizations and ...
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Amazon.com: Data Mining for Association Rules and Sequential ...

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Data Mining for Association Rules and Sequential Patterns and over 100000 other books are available for Amazon Kindle – Amazon's new wireless reading device ...
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[PPT]

Mining Sequential Patterns

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There were two types of algorithms presented to find sequential patterns, CountSome and CountAll. What was the main difference between the two algorithms? ...
www.cs.uvm.edu/~xwu/kdd/Sequence-06.ppt - 類似網頁 - 加入筆記本

Title page for 88443004

The algorithm is as fast as PrefixSpan for mining sequential patterns. ... [14]M. N. Garofalakis, R. Rastogi and K. Shim, Mining Sequential Pattern with ...
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Title page for 91443004 - 5月2日

2006年6月6日 ... [73]C. C. Yu, and Y. L. Chen, "Mining sequential patterns from ... [79]Q. Zhao and S. S. Bhowmick, "Sequential pattern mining: a survey," ...
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Sequential Pattern Mining with Constraints on Large Protein Databases

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of the different sequential pattern mining algorithms. that are available. .... long sequential patterns. Since runtime performance is ...
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[DOC]

Mining Sequential Patterns

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有一個customer-sequence資料庫,若設定其minimum support為40%,欲找出其sequential pattern。(目前計有5位customer,5*40%=2,換言之,minimum support的限制為2) ...
140.115.236.75/issue/Other/Mining%20Sequential%20Patterns.doc - 類似網頁 - 加入筆記本
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ApproxMAP: Approximate Mining of Consensus Sequential Patterns

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Pattern mining), to mine consensus sequential patterns. from large databases. ... old, min sup, all sequential patterns whose approximate ...
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Engineering Complex Dynamical Structures: Sequential Patterns and ...

2007年6月29日 ... We now consider the generation of sequential dynamical states (26, 27). Sequential patterns can play a role in information processing and in ...
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CEPS 思博網-- 文章書目;-1

The mining of closed sequential patterns has attracted researchers for its capability of using compact results to preserving the same expressive power as ...
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CEPS 思博網-- 文章書目;-1

In order to reduce the computational and spatial complexity in rerunning algorithm of sequential patterns query, this paper proposes sequential patterns ...
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Mining Sequential Patterns

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Jia-Wei Han , Jian Pei , Xi-Feng Yan, From sequential pattern mining to structured pattern mining: a pattern-growth approach, Journal of Computer Science ...
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Post sequential patterns mining

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In this paper we present a novel data mining technique, known as Post Sequential Patterns Mining, which can be used to discover Structural Patterns. ...
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IEEE InfoVis 2000 - Visualizing Sequential Patterns for Text Mining

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A sequential pattern in data mining is a finite series of. elements such as A ... clustering, the mining of sequential patterns is among ...
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Somite formation: sequential conversion of a periodic pattern in ...

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Such a coupling between a periodic pattern and a sequential pattern formation is also required for the short germ insects mentioned above, ...
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WIS: Weighted Interesting Sequential Pattern Mining with a Similar ...

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Sequential pattern mining has become an essential task with broad applications. Most sequential pattern mining algorithms use a minimum support threshold to ...
etrij.etri.re.kr/Cyber/servlet/BrowseAbstract?paperid=RP0603-0067 - 33k - 頁庫存檔 - 類似網頁 - 加入筆記本

TSP: Mining Top-K Closed Sequential Patterns

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Sequential pattern mining has been studied extensively in data mining community. Most previous studies require the specification of a minimum support ...
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博碩士論文etd-0731102-112129 詳細資訊

When probing the customers buying sequential patterns, most developed ... A more applicable sequential pattern to the real situation can therefore be mined. ...
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Sequential Pattern Mining by Pattern-Growth: Principles and ...

The sequential pattern mining problem was first introduced by Agrawal .... pattern-growth approach for efficient mining of sequential patterns in large se- ...
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Mining Maximal Moving Sequential Patterns in Mobile Environment

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Mining moving sequential patterns is different from mining conventional sequential patterns, firstly it needs to consider much about the time factor in ...
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IngentaConnect Mining Web Log Sequential Patterns with Position ...

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Web access pattern tree (WAP-tree) mining is a sequential pattern mining technique for web log access sequences, which first stores the original web access ...
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Generalized Sequential Pattern Mining with Item Intervals

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of conventional sequential pattern mining algorithms with. item intervals. ... This paper is based on "Sequential Pattern Mining with Time Inter- ...
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A new approach for discovering fuzzy quantitative sequential ...

complete set of sequential patterns with purchased quantities in ... than the traditional sequential pattern, it also causes a sharp boundary problem. ...
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Mining Sequential Patterns from Large Data Sets (Advances in ...

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下載Free eBook:Mining Sequential Patterns from Large Data Sets (Advances in Database Systems) - 免費下載chm, pdf 電子書,rapidshare等下載鏈接, ...
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[Paper] Sequential Pattern Miner for Alert Pattern Analysis

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In this paper, we propose sequential pattern miner for alert data analysis, which supports intelligent and automated detection as a solution to resolve the ...
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PrefixSpan﹕Mining Sequential Patterns Efficiently by Prefix ... - 2 個瀏覽次數 - 4月23日

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(frequent) sequential pattern:若sequence database存在一個sequence α使得support(α)  ξ(a positive integer as the support threshold),則我們稱之為(frequent) ...
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Using sequential pattern mining for links recommendation in ...

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Keywords sequential pattern mining; recommendation systems; adaptive hypermedia educational ... recommendation" facility based on sequential pattern mining. ...
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Mining Sequential Alarm Patterns in a Telecommunication Database

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specified minimum support, where the support of a sequential pattern is the ... mining constrained sequential alarm patterns for a telecommunication system. ...
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Processing sequential patterns in relational databases

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Recent studies have found that for association rule mining and sequential pattern mining with carefully tuned SQL formulations it is possible to achieve ...
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TEPS-期刊查詢結果

查詢[sequential pattern]:總共找到2000筆資料!! 說明: 可連結全文, [以表格顯示] 以條列顯示. 選取, 序號, 篇名, 作者, 刊名, 卷期, 出版年月, 頁次 ...
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<html> <head> <title>Software

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Disclaimer. The software is provided on an *as is* basis for research purposes. There is no additional support offered, nor are the author(s) or their ...
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Sequential patterns of eicosanoid, platelet, and neutrophil ...

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Sequential patterns of eicosanoid, platelet, and neutrophil interactions in the evolution of the fulminant post-traumatic adult respiratory distress ...
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CEPS- 文章書目;-1

Sequential pattern mining is a challenging issue because of the high complexity of temporal pattern discovering from numerous sequences. ...
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Mining Contiguous Sequential Patterns from Web Logs

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Finding Contiguous Sequential Patterns (CSP) is an important ... sequential pattern (SP) mining which discovers user navigational. patterns. ...
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BioMed Central | Abstract | Sequential super-stereotypy of an ...

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2005年2月14日 ... In sequential super-stereotypy, patients become trapped in overly rigid sequential patterns of action, language, or thought. ...
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Mining Medical Data for Predictive and Sequential patterns: PKDD 2001

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Mining Medical Data for Predictive and Sequential. patterns: PKDD 2001 ... thrombosis is key to the intervention of the disease, and sequential patterns of ...
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Sequential patterns of drug use initiation – can we believe in the ...

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Downloadable ! Author(s): Anne Line Bretteville-Jensen & Hans Olav Melberg & Andrew M Jones. 2005 Abstract: The gateway, or stepping stone, hypothesis is ...
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PAKDD-2001 - Tutorials - Monday April 16, 2001

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Sequential Pattern mining: From Shopping History Analysis to Weblog .... We will also touch a hot topic, from sequential pattern mining to DNA mining. ...
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頻繁序列模式更新算法Algorithm for updating frequent sequential ...

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The key technique of updating frequent sequential patterns is studied. ... data mining; frequent itemsets; sequential pattern; incremental updating; ...
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Mining Sequential Pattern

DVNET Technology Inc. PAT. 計算機基本概念. 本簡報相關文字及圖片由他人所撰.
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SLPMiner: An Algorithm for Finding Frequent Sequential Patterns ...

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Over the years, a variety of algorithms for finding frequent sequential patterns in very large sequential databases have been developed.
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逢甲大學資訊工程學系碩士班碩士論文

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Sequential pattern mining is one of the important issues in the research of ... discover sequential patterns with time constraints including minimum gap, ...
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SLPMiner: An Algorithm for Finding Frequent Sequential Patterns ...

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Over the years, a variety of algorithms for finding frequent sequential patterns in very large sequential databases have been developed. ...
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Sequential Patterns of Music Instruction and Learning to Use Them.

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EJ453692 - Sequential Patterns of Music Instruction and Learning to Use Them. ... on undergraduates' use of complete sequential patterns and components. ...
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oai:thesis.lib.ncu.edu.tw:91443001 資訊

Previous studies of sequential pattern mining have discovered patterns from ... But because the existing methods for discovering sequential patterns are not ...
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Mining Frequent Sequential Patterns under a Similarity Constraint

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In this paper, we study the search for frequent sequential patterns ... Classical methods for frequent sequential pattern mining relies on an adap- ...
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TEPS- 文章書目;-1

Conducting mining sequential patterns with taxonomy structures will help to find out the order ... This limits the application of the sequential patterns. ...
www.taiwanclassic.com/teps/ec/ecjnlarticleView.aspx?jnlcattype=1&jnlptype=2&jnltype=464&jnlii... - 29k - 頁庫存檔 - 類似網頁 - 加入筆記本

Method and system for mining generalized sequential patterns in a ...

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Method and system for mining generalized sequential patterns in a large database - US Patent 5742811 from Patent Storm. A method and apparatus are disclosed ...
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Sequential pattern memory searching and storage management ...

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The adaptive sequential pattern memory search technique only examines the contents of a subset of the total number of memory locations in each search for ...
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Sequential pattern formation in a model for skin morphogenesis ...

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It is shown that the model can exhibit travelling waves of complex spatial pattern formation. Two alternative mechanisms that can produce such sequential ...
imammb.oxfordjournals.org/cgi/content/abstract/9/4/227 - 類似網頁 - 加入筆記本
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Discovering and Processing Sequential Patterns in Databases

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sequential patterns, had a form of sequences of sets of items. .... Wojciechowski M.: Mining Various Patterns in Sequential Data in an SQL-like Manner, ...
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SPIRIT: Sequential Pattern Mining with Regular Expression Constraints

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"unfocused" approach to sequential pattern mining suffers. from two major drawbacks. ... user-specified constraints in sequential pattern mining re- ...
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The Mathematical Institute Eprints Archive - Sequential pattern ...

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2006年12月12日 ... Cruywagen, G C and Maini, P K and Murray, J D (1992) Sequential pattern formation in a model for skin morphogenesis. ...
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book mining sequential patterns from large data sets ...

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book general titles on database design : the focus of mining sequential patterns from large data sets is on sequential pattern mining. in many applications, ...
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Learning Models of Human Behaviour with Sequential Patterns

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This paper describes our approach to modelling one particular aspect of the I.L.S.A. domain: using sequential pattern learning to learn models of human ...
www.cs.cmu.edu/~khaigh/papers/khaigh02c.abstract.html - 3k - 頁庫存檔 - 類似網頁 - 加入筆記本
[PPT]

Association Rule and Sequential Pattern Mining for Episode Extraction

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Sequential Pattern Mining. Introduction. Mining of frequently occurring .... Mining Sequential Patterns (Agrawal, Srikant); Principles of Data Mining (Hand, ...
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Retrieval dynamics of neural networks for sparsely coded ...

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In this work, we study the dynamical properties of a neural network designed to store sparsely coded sequential patterns rather than static ones. ...
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Mining Sequential Patterns from Large | Free eBooks Download!

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Download Free eBook:Mining Sequential Patterns from Large - Free chm, pdf ebooks rapidshare download, ebook torrents bittorrent download.
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Exploring Lattice Structures in Mining Multi-Domain Sequential ...

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mining sequential patterns across multiple domain sequence. databases. ... domain sequential pattern is shown in Table I, where a user ...
www.cs.nctu.edu.tw/~wcpeng/papers/infoscale2007.pdf - 類似網頁 - 加入筆記本
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Chapter 2: Association Rules & Sequential Patterns

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Given a set S of input data sequences (or sequence database), the problem of mining sequential patterns is to find all the sequences that have a ...
www.cs.uic.edu/~liub/teach/cs583-fall-06/CS583-association-sequential-patterns.ppt - 類似網頁 - 加入筆記本
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Effective Sequential Pattern Mining Algorithms for Dense Database

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a great deal of effort on sequential pattern mining in recent years, its performance is still far from satisfactory because of two ...
www.ieice.org/~de/DEWS/DEWS2006/doc/3A-o4.pdf - 類似網頁 - 加入筆記本
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Comparative Study of Sequential Pattern Mining Frameworks Support ...

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frameworks for sequential pattern mining, which is very essen- ... uential patterns. Sequential pattern mining finds interesting ...
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Sciencepaper Online

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Research On Sequential Patterns Of HongYun Mansion Sales Data In HuLuDao City ... sequential pattern; Large Item Set; implementation way (Full Text - Paper ...
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A Short Introduction to Sequential Data Mining

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Sequential Pattern Mining Algorithms for Multiple Data Sequences ... Mining Sequential Patterns from a Very-Long Single Sequence ...
research.nii.ac.jp/~ki/event/fj07/Iwanuma-FJ07.ppt - 類似網頁 - 加入筆記本

Web日誌挖掘中的序列模式識別SEQUENTIAL PATTERNS RECOGNITION IN WEB ...

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Web日誌挖掘的基本思想是將數據挖掘技術應用於Web服務器的日誌文件.本文從Web日誌挖掘過程預處理階段的結果用戶會話文件開始,提出了一種基於擴展有向樹模型進行用戶 ...
ilib.com.cn/A-xxwxjsjxt200005011.html - 69k - 頁庫存檔 - 類似網頁 - 加入筆記本

Generating a Sequential Pattern - SQL Server Central

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Generating a Sequential Pattern. By Asif Sayed, 2006/05/17. Total article views: 8169 | Views in the last 30 days: 60 ...
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A New Algorithm for Mining Sequential Patterns and the Application ...

Mining sequential patterns is an important topic in the data mining research. At .... last, finding the sequential-pattern rules by the way of computing ...
asae.frymulti.com/request.asp?JID=1&AID=8390&CID=cia2002&T=2 - 類似網頁 - 加入筆記本

序列模式的一種挖掘算法Algorithm for Mining Sequential Pattern ...

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網絡入侵檢測中序列模式挖掘技術研究Sequential Patterns Mining Approach for Network ... 一種基於大項集重用的序列模式挖掘算法A Sequential Pattern Mining ...
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Scalable Sequential Pattern Mining for Biological Sequences

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to sequential pattern mining to biosequences. Our experi- ... on the classic sequential pattern mining, and propose a two-. phase mining strategy to better ...
www.cs.sfu.ca/~wangk/pub/p361-wang.pdf - 類似網頁 - 加入筆記本
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Mining Sequential Patterns Using I-PrefixSpan

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HE objective of sequential pattern mining is to find all. frequent sequential patterns .... sequential pattern mining terms are explained and PrefixSpan ...
www.waset.org/ijcse/v2/v2-2-11.pdf - 類似網頁 - 加入筆記本
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Incomplete Data and Sequential Patterns - An Overview of Missing ...

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Incomplete Data and Sequential Patterns. 6 de 14. The KDD Process. Expedo'06: March, 22-26 ... Prospects for Sequential Pattern Mining over. Incomplete Data ...
www.lirmm.fr/~fiot/Publi/expedo06mv.pdf - 類似網頁 - 加入筆記本

SEQUENTIAL PATTERNS OF SEX ALLOCATION IN SIMULTANEOUS ...

provided considerable insight into the sex allocation pattern of L. dalli (St. Mary. 1994). I refer to this model as the sequential allocation model. ...
www.journals.uchicago.edu/cgi-bin/resolve?ANv150p73PDF - 類似網頁 - 加入筆記本

Katherine Wellesley Stovel - Local Sequential Patterns: The ...

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By focusing our gaze directly on the sequential pattern, abstracted local lynching histories make it possible to identify multiple structures at the level ...
muse.jhu.edu/journals/social_forces/v079/79.3stovel.html - 類似網頁 - 加入筆記本

Arch Gen Psychiatry -- Abstract: Sequential patterns of multiple ...

Sequential patterns of multiple-drug use among high school students. L. C. Gould, R. M. Berberian, S. V. Kasl, W. D. Thompson and H. D. Kleber ...
archpsyc.ama-assn.org/cgi/content/abstract/34/2/216?ck=nck - 類似網頁 - 加入筆記本

Efficient mining method for retrieving sequential patterns over ...

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In this paper, a mining method of sequential patterns over an online sequence data stream is proposed, which is useful for retrieving embedded knowledge in ...
jis.sagepub.com/cgi/content/abstract/31/5/420 - 類似網頁 - 加入筆記本
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The Discovery of Interacting Episodes and Temporal Rule ...

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2 Sequential Pattern Mining. 4. 2.1 The Sequential Pattern Mining Problem . . . . . . . . . . . . . . . . . . 5. 2.2 Types of Constraints . ...
catalogue.flinders.edu.au/local/adt/uploads/approved/adt-SFU20070702.120306/public/01front.pdf - 類似網頁 - 加入筆記本

Signing stock market situations by means of characteristic ...

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The signatures are made of sequential patterns and we consider different possibilities for ... a sequential pattern that indicates a crash on some values). ...
library.witpress.com/pages/PaperInfo.asp?PaperID=1270 - 24k - 頁庫存檔 - 類似網頁 - 加入筆記本


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