資料間隱含關係的挖掘與展望__臺灣人文及社會科學引文索引資料庫

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題名：	資料間隱含關係的挖掘與展望
書刊名：	資訊管理學報
作者：	沈清正／陳仕昇／高鴻斌／張元哲／陳家仁／黃琮盛／陳彥良
作者(外文)：	Shen, Ching-cheng／Chen, Shih-sheng／Gao, Hong-bin／Chang, Yuan-zhe／Chen, Jia-ren／Huang, Cong-sheng／Chen, Yen-iang
出版日期：	2002
卷期：	9:專刊
頁次：	頁75-99
主題關鍵詞：	資訊挖掘；知識；資料間隱含關係；Data mining；Knowledge；Implicit data relation
原始連結：	連回原系統網址
相關次數：	被引用次數:期刊(4) 博士論文(0) 專書(0) 專書論文(0) 排除自我引用:4 共同引用:0 點閱:44

期刊論文
1.	Agarwal, R. C.、Aggarwal, C. C.、Prasad, V. V. V.(2001)。A tree projection algorithm for generation of frequent item sets。Journal of Parallel and Distributed Computing，61(3)，350-371。
2.	Han, J.、Pei, J.、Yin, Y.、Mao, R.(2004)。Mining frequent patterns without candidate generation: a frequent pattern tree approach。Data Mining and Knowledge Discovery，8(1)，53-87。
3.	Tsumoto, S.(2000)。Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic。Information Sciences，124(1)，125-137。
4.	Carter, C. L.、Hamilton, H. J.(1998)。Efficient attribute-oriented generalization for knowledge discovery from large databases。IEEE Transactions on Knowledge and Data Engineering，10(2)，193-208。
5.	McClean, S.、Scotney, B.、Shapcott, M.(2000)。Incorporating domain knowledge into attribute-oriented data mining。International Journal of Intelligent Systems，15(6)，535-548。
6.	Cheung, D. W.、Hwang, H. Y.、Fu, A. W.、Han, J.(2000)。Efficient rule-based attribute-oriented induction for data mining。Journal of Intelligent Information Systems，15(2)，175-200。
7.	Cercone, Nick、Cai, Yandong、Han, Jiawei(1993)。Data-Driven Discovery of Quantitative Rules in Relational Databases。IEEE Transactions on Knowledge and Data Engineering，5(1)，29-40。
8.	Park, Jong-Soo、Chen, Ming-Syan、Yu, Philips S.(1997)。Using a hash-based method with transaction trimming for mining association rules。IEEE Transactions on Knowledge and Data Engineering，9(5)，813-825。
9.	Chen, M.-S.、Park, J. S.、Yu, P. S.(1998)。Efficient Data Mining for Path Traversal Patterns。IEEE Transactions on Knowledge and Data Engineering，10(2)，209-221。
10.	Mannila, H.、Toivonen, H.、Verkamo, A. I.(1997)。Discovery of Frequent Episodes in Event Sequences。Data Mining and Knowledge Discovery，1，259-289。
11.	Han, J.、Fu, Y.(1999)。Mining Multiple-Level Association Rules in Large Databases。IEEE Transactions on Knowledge and Data Engineering，11(5)，798-805。
12.	Chen, Ming-Syan、Han, Jiawei、Yu, Philip S.(1996)。Data Mining: An Overview from a Database Perspective。IEEE Transactions on Knowledge and Data Engineering，8(6)，866-883。
13.	Cooley, R.、Mobasher, B.、Srivastava, J.(1999)。Data Preparation for Mining World Wide Web Browsing Patterns。Knowledge and Information Systems，1(1)，5-32。
14.	Zaki, M. J.、Lesh, N.、Ogihara, M.(1999)。PlanMine: Predicting Plan Failures using Sequence Mining。Artificial Intelligence Review，14(6)，421-445。
15.	Tuzhilin, A.、Dhar, V.(1993)。Abstract-Driven Pattern Discovery in Databases。IEEE Transactions on Knowledge and Data Engineering，5(6)，926-938。
16.	Agrawal, R.、Faloutsos, C.、Swami, A.(1993)。Efficient Similarity Search in Sequence Databases。Lecture Notes in Computer Science，730，69-84。
17.	Bettini, C.、Wang, X. Sean、Jajodia, S.、Lin, Jia-Ling(1998)。Discovering Frequent Event Patterns With Multiple Granularities in Time Sequences。IEEE Transactions on Knowledge and Data Engineering，10(2)，222-237。
18.	Carter, C. L.、Hamilton, H. J.(1995)。A Fast, On-Line Generalization Algorithm for Knowledge Discovery。Applied Mathematics Letters，8(2)，5-11。
19.	Chan, Chien-Chung(1998)。A rough set approach to attribute generalization in data mining。Information Sciences，107(1-4)，169-176。
20.	Cook, D. J.、Holder, L. B.(2000)。Graph-Based Data Mining。IEEE Intelligent Systems，15(2)，32-41。
21.	Freitas, A. A.(1999)。On Rule Interestingness Measures。Knowledge-Based Systems，12，309-315。
22.	Goh, Chien-Le、Tsukamoto, M.、Nishio, S.(1996)。Knowledge Discovery in Deductive Databases with Large Deduction Results: the First Step。IEEE Transactions on Knowledge and Data Engineering，8(6)，952-956。
23.	Han, Jiawei、Nishio, S.、Kawano, H.、Wang, Wei(1998)。Generalization-based data mining in object-oriented databases using an object-cube model。Data and Knowledge Engineering，25(1/2)，55-97。
24.	Han, Jiawei、Lakshmanan, L. V. S.、Ng, R. T.(1999)。Constraint-Based Multidimensional Data Mining。IEEE Computer，32(8)，46-50。
25.	Klemettinen, M.、Mannila, H.、Toivonen, H.(1999)。Interactive Exploration of Interesting Findings in the Telecommunication Network Alarm Sequence Analyzer (TASA)。Information and Software Technology，41(9)，557-567。
26.	Lesh, N.、Zaki, M. J.、Oglhara, M.(2000)。Scalable Feature Mining For Sequential Data。IEEE Intelligent Systems，15(2)，48-56。
27.	Shen, Li、Shen, Hong、Cheng, Ling(1999)。New Algorithms for Efficient Mining of Association Rules。Information Sciences，118(1-4)，251-268。
28.	Liu, Bing、Hsu, Wynne、Mun, Lai-Fun、Lee, Hing-Yan(1999)。Finding Interesting Patterns Using User Expectations。IEEE Transactions on Knowledge and Data Engineering，11(6)，817-832。
29.	Padmanabhan, B.、Tuzhilin, A.(1999)。Unexpectedness as a Measure of Interestingness in Knowledge Discovery。Decision Support Systems，27，303-318。
30.	Pasquier, N.、Bastide, Y.、Taouil, R.、Lakhal, L.(1999)。Efficient Mining of Association Rules using Closed Itemset Lattices。Information Systems，24(1)，25-46。
31.	Saar, T. M.、Nava, P.、Gadi, R.、Avi, P.(1999)。Mining Relational Patterns From Multiple Relational Tables。Decision Support Systems，27，177-195。
32.	Silberschatz, A.、Tuzhilin, A.(1996)。What Makes Patterns Interesting in Knowledge Discovery Systems。IEEE Transactions on Knowledge and Data Engineering，8(6)，970-974。
33.	Silverstein, C.、Brin, S.、Motwani, R.(1998)。Beyond Market Baskets: Generalizing Association Rules to Dependence Rules。Data Mining and Knowledge Discovery，2，39-68。
34.	Wang, Ke、Liu, Huiqing(2000)。Discovering Structural Association of Semistructured Data。IEEE Transactions on Knowledge and Data Engineering，12(3)，353-371。
35.	Weiss, S. M.、Apte, C.、Damerau, F. J.、Johnson, D. E.、Oles, F. J.、Goetz, T.、Hampp, T.(1999)。Maximizing Text-Mining Performance。IEEE Intelligent Systems and their Applications，14(4)，63-69。

會議論文
1.	Pei, J.、Han, J.、Lakshmanan, L. V. S.(2001)。Mining frequent itemsets with convertible constraints。The 17th International Conference on Data Engineering。Heidelberg。433-442。
2.	Hamilton, H. J.、Hilderman, R. J.、Cercone, N.(1996)。Attribute-oriented induction using domain generalization graphs。IEEE International Conference on Tools with Artificial Intelligence，246-252。
3.	Lu, W.、Han, J.、Ooi, B. C.(1993)。Discovery of general knowledge in large spatial databases。1993 Far East Workshop on Geographic Information Systems，275-289。
4.	Carter, C. L.、Hamilton, H. J.(1995)。Performance evaluation of attribute-oriented algorithms for knowledge discovery from databases。Seventh International Conference on Tools with Artificial Intelligence，486-489。
5.	Han, J.、Cai, Y.、Cercone, N.(1992)。Knowledge discovery in databases: An attribute-oriented approach。The 18th International Conference on Very Large Data Bases。Vancouver。547-559。
6.	Cai, Y.、Cercone, N.、Han, J.(1990)。An attribute-oriented approach for learning classification rules from relational databases。Sixth International Conference on Data Engineering，281-288。
7.	Cheung, D. W.、Lee, S. D.、Kao, Benjamin(1997)。A General Incremental Technique for Maintaining Discovered Association Rules。The 5th International Conference on Database Systems for Advanced Applications。Melbourne。185-194。
8.	Brin, S.、Motwani, R.、Ullman, J. D.、Tsur, S.(1997)。Dynamic Itemset Counting and Implication Rules for Market Basket Data。The 1997 ACM SIGMOD international conference on Management of data，255-264。
9.	Srikant, Ramakrishnan、Agrawal, Rakesh(1995)。Mining Generalized Association Rules。The 21st International Conference on Very Large Data Bases。Zurich。407-419。
10.	Srikant, R.、Agrawal, R.(1995)。Mining Sequential Patterns。The Eleventh International Conference on Data Engineering。Taipei：IEEE Computer Society。3-14。
11.	Agrawal, R.、Srikant, R.(1994)。Fast algorithms for mining association rules in large database。The 20th International Conference on Very Large Data Bases。Morgan Kaufmann Publishers Inc.。478-499。
12.	Zaki, M. J.(1998)。Efficient Enumeration of Frequent Sequences。Washington, DC。68-75。
13.	Omiecinski, E.、Navathe, S.、Savasere, A.(1995)。An Efficient Algorithm for Mining Association Rules in Large Databases。Zürich, Switzerland。432-444。
14.	Vu, Q.、Agrawal, R.、Srikant, R.(1997)。Mining Association Rules with Item Constraints。Newport Beach, CA。67-73。
15.	Agrawal, R.、Lin, K.、Sawhney, H. S.、Shim, K.(1995)。Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases。The 21th International Conference on Very Large Databases，490-501。
16.	Bayardo, R. J., Jr.(1998)。Efficiently Mining Long Patterns from Databases。沒有紀錄。85-93。
17.	Bayardo, R. J., Jr.、Agrawal, R.、Gunopulos, D.(1999)。Constraint-Based Rule Mining in Large, Dense Databases。Sydney, Australia。
18.	Chakrabarti, S.、Dom, B.、Agrawal, R.、Raghavan, P.(1997)。Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases。San Francisco, CA。446-455。
19.	Chen, E.、Wang, X.(1999)。Semi-Structured Data Extraction and Schema Knowledge Mining。沒有紀錄。310-317。
20.	Chiang, I. -J.、Lin, T. Y.(2000)。Using Rough Sets to Build-upOne to One Customer Services。沒有紀錄。463-464。
21.	Cooley, R.、Mobasher, B.、Srivastava, J.(1997)。Web Mining: Information and Pattern Discovery on the World Wide Web。沒有紀錄。
22.	Cooley, R.、Mobasher, B.、Srivastava, J.(1997)。Grouping Web Page References into Transactions for Mining World Wide Web Browsing Patterns。沒有紀錄。
23.	Dao, S.、Perry, B.(1996)。An overview of data mining in heterogeneous schema integration。沒有紀錄。478-483。
24.	Faloutsos, C.、Ranganathan, M.、Manolopoulos, Y.(1994)。Fast Subsequence Matching in Time-Series Databases。沒有紀錄。419-429。
25.	Cho, E.、Dua, S.、Ivengar, S. S.(2000)。Discovery of Web Frequent Patterns and User Characteristics from Web Access Logs: A Framework for Dynamic Web Personalization。沒有紀錄。3-8。
26.	Faloutsos, C.、Lin, K.-I.(1995)。FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets。The 1995 ACM SIGMOD international conference on Management of data，163-174。
27.	Feng, L.、Lu, H.、Wong, A.(1998)。A Study of Database Buffer Management Approaches: Towards the Development of a Data Mining Based Strategy。沒有紀錄。
28.	Feng, T.、Murtagh, K.(2000)。Towards Knowledge Discovery From WWW Log Data。沒有紀錄。302-307。
29.	Grahne, G.、Lakshmanan, L. V. S.、Wang, X.(2000)。Efficient Mining of Constrained Correlated Sets。沒有紀錄。512-521。
30.	Han, J.、Dong, G.、Yin, Y.(1999)。Efficient Mining of Partial Periodic Patterns in Time Series Database。The 15th International Conference on Data Engineering。Sydney。106-115。
31.	Hilderman, R. J.、Liangchun, L.、Hamilton, H. J.(1997)。Data Visualization in the DB-Discover System。沒有紀錄。474-477。
32.	Hu, X.、Cercone, N.(1996)。Mining Knowledge rules from databases: a rough set approach。沒有紀錄。96-105。
33.	Kamber, M.、Winstone, L.、Gong, W.、Cheng, S.、Han, J.(1997)。Generalization and decision tree induction: efficient classification in data mining。沒有紀錄。111-120。
34.	Klemettinen, M.、Mannila, H.、Ronkainen, P.、Toivonen, H.、Verkamo, A. I.(1994)。Finding Interesting Rules for Large Sets of Discovered Association Rules。Gaithersburg, MD。401-407。
35.	Lakshmanan, L. V. S.、Ng, R.、Han, J.、Pang, A.(1999)。Optimization of Constrained Frequent Set Queries with 2-Variable Constraints。沒有紀錄。157-168。
36.	Lee, J.、Grossman, D.、Frieder, O.、McCabe, M. C.(2000)。Integrating Structured Data and Text: A Multi-Dimensional Approach。沒有紀錄。264-269。
37.	Lent, B.、Agrawal, R.、Srikant, R.(1997)。Discovering Trends in Text Databases。Newport Beach, CA。
38.	Lent, Brian、Swami, Arun、Widom, Jennifer(1997)。Clustering Association Rules。The Thirteenth International Conference on Data Engineering，(會議日期: April 7-11)，220-231。
39.	Li, C. -S.、Yu, P. S.、Castelli, V.(1996)。HierarchyScan: A Hierarchical Similarity Search Algorithm for Databases of Long Sequences。The 12th International Conference on Data Engineering。New Orleans, LA。546-553。
40.	Lin, M. -Y.、Lee, S. -Y.(1998)。Incremental Update on Sequential Patterns in Large Databases。沒有紀錄。24-31。
41.	Lin, X.、Liu, C.、Zhang, Y.、Zhou, X.(1999)。Efficiently Computing Frequent Tree-Like Topology Patterns in a Web Environment。沒有紀錄。
42.	Liu, Bing、Hsu, W.、Chen, S.(1997)。Using General Impressions to Analyze Discovered Classification Rules。沒有紀錄。31-36。
43.	McClean, S.、Scotney, B.、Shapcott, M.(1998)。Using background knowledge with attribute-oriented data mining。沒有紀錄。1.1-1.4。
44.	Ng, R.、Lakshmanan, L. V. S.、Han, J.、Pang, A.(1998)。Exploratory Mining and Pruning Optimizations of Constrained Associations Rules。沒有紀錄。13-24。
45.	Ng, R.、Lakshmanan, L. V. S.、Han, J.、Mah, T.(1999)。Exploratory Mining via Constrained Frequent Set Queries。Philadelphia, PA。556-558。
46.	Ozden, B.、Ramaswamy, S.、Silberschatz, A.(1998)。Cyclic Association Rules。沒有紀錄。
47.	Park, S.、Lee, D.、Chu, W. W.(1999)。Fast Retrieval of Similar Subsequences in Long Sequence Databases。沒有紀錄。60-67。
48.	Park, S.、Chu, W. W.、Yoon, J.、Hsu, C.(2000)。Efficient Searches for Similar Subsequences of Different Lengths in Sequence Databases。沒有紀錄。23-32。
49.	Park, S.(2000)。Neural Network and Customer Grouping in E-commerce: A Framework Using Fuzzy ART Research Challenges。沒有紀錄。331-336。
50.	Pei, J.、Han, J.(2000)。Can We Push More Constraints into Frequent Pattern Mining?。Boston, MA。
51.	Rainsford, C. P.、Roddick, J. F.(1997)。The Attribute-Oriented Induction of Rules from Temporal Interval Data。Hong Kong。29-31。
52.	Sadakane, K.、Imai, H.(1999)。Text Retrieval by using K-Word Proximity Search。沒有紀錄。183-188。
53.	Sartipi, K.、Kontogiannis, K.、Mavaddat, F.(2000)。A Pattern Matching Framework for Software Architecture Recovery and Restructuring。沒有紀錄。37-47。
54.	Tuzhilin, A.、Silberschatz, A.(1995)。On Subjective Measures of Interestingness in Knowledge Discovery。沒有紀錄。
55.	Shan, N.、Hamilton, H. J.、Cercone, N.(1995)。GRG: Knowledge discovery using information generalization, information reduction, and rule generation。沒有紀錄。372-379。
56.	Specht, G.、Kahabka, T.(2000)。Information Filtering and Personalization in Databases Using Gaussian Curves。沒有紀錄。16-24。
57.	Spiliopoulou, M.、Srinivasa, S.(1999)。Modeling Interactions Based on Consistent Patterns。沒有紀錄。92-101。
58.	Sumi, K.、Sumi, Y.、Mase, K.、Nakasuka, S. -I.、Hori, K.(1999)。Takealook: Personalizing Information Presentation According to User's Interest Space。沒有紀錄。354-359。
59.	Tang, C.、Lau, R. W.H.、Qing, L.、Huabei, Y.、Tong, L.、Kilis, D.(2000)。Personalized Courseware Construction Based on Web Data Mining。沒有紀錄。204-211。
60.	Toivonen, H.(1996)。Sampling Large Databases for Association Rules。Mumbai (Bombay), India。134-145。
61.	Tsumoto, S.(1998)。Knowledge discovery in medical databases based on rough sets and attribute-oriented generalization。沒有紀錄。1296-1301。
62.	Tung, A. K.、Han, H. J.、Lakshmanan, L. V. S.、Ng, R. T.(2001)。Constraint-Based Clustering in Large Databases。London, UK。
63.	Wang, J. T. -L.、Chirn, G. W.、Marr, T.、Shapiro, G.、Shasha, B. D.、Zhang, K.(1994)。Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results。沒有紀錄。115-125。
64.	Wang, K.、He, Y.、Han, J.(2000)。Mining Frequent Itemsets Using Support Constraints。Cairo, Egypt。
65.	Yi, B. -K.、Sidiropoulos, N. D.、Johnson, T.、Jagadish, H. V.、Faloutsos, C.、Biliris, A.(2000)。Online Data Mining for Co-Evolving Time Sequences。沒有紀錄。13-22。
66.	Yoon, S. -C.、Park, E. K.(1999)。An approach to intentional query answering at multiple abstraction levels using data mining approaches。沒有紀錄。1-9。
67.	Yu, P. S.(1999)。Data Mining and Personalization Technologies。沒有紀錄。6-13。
68.	Zaiane, O. R.、Xin, M.、Han, J.(1998)。Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs。Santa Barbara, CA。19-29。

研究報告
1.	Agrawal, R.、Bayardo, R. J., Jr.、Srikant, R.(1999)。Athena: Mining-based Interactive Management of Text Databases。沒有紀錄。

圖書
1.	Han, Jiawei、Kamber, Micheline(2000)。Data mining: Concepts and techniques。Morgan Kaufmann Publishers。
2.	Berndt, D. J.、Clifford, J.(1996)。Finding Patterns in time Series: A Dynamic Programming Approach。Advances in Knowledge Discovery and Data Mining。0。

圖書論文
1.	Piatetsky-Shapiro, G.(1991)。Discovery, analysis, and presentation of strong rules。Knowledge Discovery in Databases。Cambridge, MA：AAAI。
2.	Han, J.、Fu, Y.(1996)。Exploration of the Power of Attribute-Oriented Induction in Data Mining。Advances in Knowledge Discovery and Data Mining。Cambridge, MA：AAAI Press。

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