Advances in knowledge discovery and data mining: 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin u.a.
Springer
2003
|
| Schriftenreihe: | Lecture notes in computer science
2637 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XVIII, 610 S. Ill., graph. Darst. |
| ISBN: | 3540047603 |
Internformat
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| 245 | 1 | 0 | |a Advances in knowledge discovery and data mining |b 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings |c Kyu-Young Whang ... [et al.] (eds.) |
| 264 | 1 | |a Berlin u.a. |b Springer |c 2003 | |
| 300 | |a XVIII, 610 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 2637 : Lecture notes in artificial intelligence | |
| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Bases de données - Gestion - Congrès | |
| 650 | 4 | |a Bases de données - Interrogation - Congrès | |
| 650 | 7 | |a Data mining |2 gtt | |
| 650 | 4 | |a Exploration de données (Informatique) - Congrès | |
| 650 | 7 | |a Kennismanagement |2 gtt | |
| 650 | 4 | |a Data mining |v Congresses | |
| 650 | 4 | |a Database management |v Congresses | |
| 650 | 4 | |a Database searching |v Congresses | |
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| 830 | 0 | |a Lecture notes in computer science |v 2637 : Lecture notes in artificial intelligence |w (DE-604)BV000000607 |9 2637 | |
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Datensatz im Suchindex
| _version_ | 1820874920361459712 |
|---|---|
| adam_text |
Table
Industrial Papers (Invited)
Data Mining as an Automated Service
P.S.
Trends and Challenges in the Industrial Applications of KDD
Ramasamy Uthurusamy
Session 1A: Stream Mining I
Finding Event-Oriented Patterns in Long Temporal Sequences
Xingzhi Sun, Maria E. Orlowska, Xiaofang Zhou
Mining Ereqeunt Episodes for Relating Financial Events
and Stock Trends
Anny Ng,
Session IB: Graph Mining
An Efficient Algorithm of Frequent Connected Subgraph
Extraction
Mingsheng Hong, Haofeng Zhou, Wei Wang,
Classifier Construction by Graph-Based Induction for
Graph-Structured Data
Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida,
Hiroshi Motoda, Takashi Washio
Session
Comparison of the Performance of Center-Based
Clustering Algorithms
Bin Zhang
Automatic Extraction of Clusters from Hierarchical
Clustering Representations
Jörg
Session
Large Scale Unstructured Document Classification Using Unlabeled
Data and Syntactic Information
Seong-Bae Park, Byoung-Tak Zhang
XIV
Extracting Shared Topics of Multiple Documents
Xiang Ji, Hongyuan Zha
An Empirical Study on Dimensionality Optimization in Text Mining
for Linguistic Knowledge Acquisition
Yu-Seop Kim, Jeong-Ho Chang, Byoung-Tak Zhang
A Semi-supervised Algorithm for Pattern Discovery in Information
Extraction from Textual Data
Tianhao Wu, William M. Pottenger
Session 2B: Bio Mining
Mining Patterns of Dyspepsia Symptoms Across Time Points Using
Constraint Association Rules
Annie
Johanna Westbrook,
Predicting Protein Structural Class from Closed Protein Sequences
N.
Learning Rules to Extract Protein Interactions from
Tu Minh
Predicting Protein Interactions in Human by Homologous
Interactions in Yeast
Hyongguen Kim, Jong Park, Kyungsook Han
Session 2C: Web Mining
Mining the Customer's Up-To-Moment Preferences for E-commerce
Recommendation
Yi-Dong Shen, Qiang Yang, Zhong Zhang, Hongjun
A Graph-Based Optimization Algorithm for Website Topology Using
Interesting Association Rules
Edmond H.
A Markovian Approach for Web User Profiling and Clustering
Younes Hafri, Chahane Djeraba, Peter Stanchev, Bruno Bachimont
Extracting User Interests from Bookmarks on the Web
Jason J. Jung, Geun-Sik Jo
Session
Mining Frequent Instances on Workflows
Gianluigi Greco, Antonella
Domenico Sacca
Table
Real Time Video Data Mining for Surveillance Video Streams
JungHwan Oh, JeongKyu
Distinguishing Causal and Acausal Temporal Relations
Kamran Karimi, Howard J. Hamilton
Session 3B: Bayesian Networks
Online
Edward Harrington,
Robert C. Williamson
Exploiting Hierarchical Domain Values for Bayesian Learning
Yiqiu Han, Wai Lam
A New Restricted Bayesian Network Classifier
Hongbo Shi, Zhihai Wang, Geoff Webb, Houkuan Huang
Session 3C: Clustering II
AGRID: An Efficient Algorithm for Clustering Large
High-Dimensional
Zhao Yanchang, Song Junde
Multi-level Clustering and Reasoning about Its Clusters Using
Region Connection Calculus
Ickjai Lee, Mary-Anne Williams
An Efficient Cell-Based Clustering Method for Handling Large,
High-Dimensional Data
Jae-Woo Chang
Session 4A: Association Rules I
Enhancing SWF for Incremental Association Mining
by Itemset Maintenance
Chia-Hui Chang, Shi-Hsan Yang
Reducing Rule Covers with Deterministic Error Bounds
Vikram Pudi, Jayant R. Haritsa
Evolutionary Approach for Mining Association Rules on
Dynamic Databases
P. Deepa Shenoy, K.G. Srinivasa, K.R. Venugopal, L.M. Patnaik
XVI
Session 4B:
Position
Pattern
Yi Lu, CI. Ezeife
An
Structured
Bo-Hyun Yun,
A New
Computation
Ho-pong Leung, Fu-lai Chung, Stephen Chi-fai Chan
Session 4C: Classification I
Optimization of Fuzzy Rules for Classification Using Genetic
Algorithm
Myung Won Kim, Joung Woo Ryu, Samkeun Kim,
Joong Geun Lee
Fast Pattern Selection for Support Vector Classifiers
Hyunjung Shin, Sungzoon Cho
Averaged Boosting: A Noise-Robust Ensemble Method
Yongdai Kim
Improving Performance of Decision Tree Algorithms with
Multi-edited Nearest Neighbor Rule
Chen-zhou Ye, Jie Yang, Li-xiu Yao, Nian-yi Chen
Session
HOT: Hypergraph-Based Outlier Test for Categorical Data
Li Wei, Weining Qian, Aoying Zhou, Wen Jin, Jeffrey X. Yu
A Method for Aggregating Partitions, Applications in K.D.D
Pierre-Emmanuel Jouve, Nicolas Nicoloyannis
Efficiently Computing Iceberg Cubes with Complex Constraints
through Bounding
Pauline L.H.
Extraction of Tag Tree Patterns with Contractible Variables
from Irregular Semistructured Data
Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai,
Tomoyuki Uchida, Sachio Hirokawa, Kenichi Takahashi,
Hiroaki Ueda
Table of Contents
Session 5B: Association Rules II
Step-By-Step Regression: A More Efficient Alternative for
Polynomial Multiple Linear Regression in Stream Cube
Chao
Progressive Weighted Miner: An Efficient Method for
Time-Constraint Mining
Chang-Hung Lee, Jian Chih
Mining Open Source Software (OSS) Data Using Association
Rules Network
Sanjay Chawla, Bavani Arunasalam, Joseph Davis
Parallel FP-Growth on PC Cluster
Iko Pramudiono, Masaru Kitsuregawa
Session 5C: Feature Selection
Active Feature Selection Using Classes
Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda
Electricity Based External Similarity of Categorical Attributes
Christopher R. Palmer,
Weighted Proportional k-Interval Discretization for Naive-Bayes
Classifiers
Ying Yang, Geoffrey I. Webb
Dealing with Relative Similarity in Clustering:
An Indiscernibility Based Approach
Shoji Hirano, Shusaku Tsumoto
Session 6A: Stream Mining III
Considering Correlation between Variables to Improve
Spatiotemporal
Zhigang Li,
Correlation Analysis of Spatial Time Series
Filter-and-Refine Approach
Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar
When to Update the Sequential Patterns of Stream Data?
Qingguo Zheng, Ke Xu, Shilong Ma
Session 6B: Clustering III
A New Clustering Algorithm for Transaction Data via Caucus
Jinmei Xu, Hui Xiong,
XVIII
DBRS: A
with Random Sampling
Xin Wang, Howard J. Hamilton
Optimized Clustering for Anomaly Intrusion Detection
Sang Hyun Oh, Won
Session 6C: Classification II
Finding Frequent Subgraphs from Graph Structured Data with
Geometric Information and Its Application to Lossless Compression
Yuko Itokawa, Tomoyuki Uchida, Takayoshi Shoudai,
Tetsuhiro Miyahara, Yasuaki Nakamura
Upgrading ILP Rules to First-Order Bayesian Networks
Ratthachat Chatpatanasiri, Boonserm Kijsirikul
A Clustering Validity Assessment Index
Youngok Kim, Soowon Lee
Author Index |
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV017088085 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D3 |
| callnumber-search | QA76.9.D3 |
| callnumber-sort | QA 276.9 D3 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 530 |
| classification_tum | DAT 703f DAT 620f DAT 825f |
| ctrlnum | (OCoLC)52070393 (DE-599)BVBBV017088085 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| genre_facet | Konferenzschrift 2003 Seoul |
| id | DE-604.BV017088085 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T15:07:23Z |
| institution | BVB |
| institution_GND | (DE-588)16030991-8 |
| isbn | 3540047603 |
| language | English |
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| physical | XVIII, 610 S. Ill., graph. Darst. |
| publishDate | 2003 |
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| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings Kyu-Young Whang ... [et al.] (eds.) Berlin u.a. Springer 2003 XVIII, 610 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 2637 : Lecture notes in artificial intelligence Includes bibliographical references and index Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Data mining gtt Exploration de données (Informatique) - Congrès Kennismanagement gtt Data mining Congresses Database management Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2003 Seoul gnd-content Data Mining (DE-588)4428654-5 s DE-604 Wissensextraktion (DE-588)4546354-2 s Whang, Kyu-Young Sonstige oth PAKDD 7 2003 Seoul Sonstige (DE-588)16030991-8 oth Lecture notes in computer science 2637 : Lecture notes in artificial intelligence (DE-604)BV000000607 2637 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010306515&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings Lecture notes in computer science Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Data mining gtt Exploration de données (Informatique) - Congrès Kennismanagement gtt Data mining Congresses Database management Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4546354-2 (DE-588)1071861417 |
| title | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings |
| title_auth | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings |
| title_exact_search | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings |
| title_full | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings Kyu-Young Whang ... [et al.] (eds.) |
| title_fullStr | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings Kyu-Young Whang ... [et al.] (eds.) |
| title_full_unstemmed | Advances in knowledge discovery and data mining 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings Kyu-Young Whang ... [et al.] (eds.) |
| title_short | Advances in knowledge discovery and data mining |
| title_sort | advances in knowledge discovery and data mining 7th pacific asia conference pakdd 2003 seoul korea april 30 may 2 2003 proceedings |
| title_sub | 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003 ; proceedings |
| topic | Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Data mining gtt Exploration de données (Informatique) - Congrès Kennismanagement gtt Data mining Congresses Database management Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| topic_facet | Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Data mining Exploration de données (Informatique) - Congrès Kennismanagement Data mining Congresses Database management Congresses Database searching Congresses Data Mining Wissensextraktion Konferenzschrift 2003 Seoul |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010306515&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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