Advances in knowledge discovery and data mining: 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings
Saved in:
| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin u.a.
Springer
2004
|
| Series: | Lecture notes in computer science
3056 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIX, 713 S. graph. Darst. |
| ISBN: | 354022064X |
Staff View
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Record in the Search Index
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| adam_text |
Table
Invited Speeches
Mining of Evolving Data Streams with Privacy Preservation
PhilipS. Yu
Data Mining Grand Challenges
Usama Fayyad
Session 1A: Classification (I)
Evaluating the Replicability of Significance Tests
for Comparing Learning Algorithms
Remco R. Bouckaert,
Spectral Energy Minimization for Semi-supervised Learning
Chun-hung Li, Zhi-li Wu
Discriminative Methods for Multi-labeled Classification
Shantanu Godbole,
Session IB: Clustering (I)
Subspace Clustering of High Dimensional Spatial Data with Noises
Chih-Ming Hsu, Ming-Syan Chen
Constraint-Based Graph Clustering through Node Sequencing
and Partitioning
Yu Qian, Kang Zhang, Wei Lai
Mining Expressive Process Models by Clustering Workflow Traces
Gianluigi Greco, Antonella
Session
CMTreeMiner: Mining Both Closed
and Maximal Erequent Subtrees
Yun Chi, Yirong Yang, Yi Xia, Richard R.
Secure Association Rule Sharing
Stanley R.M. Oliveira, Osmar R. Zai'ane, Yiicel Saygin
Self-Similar Mining of Time Association Rules
Daniel Barbara, Ping Chen, Zohreh Nazeri
XIV
Session 2A:
ParaDualMiner: An Efficient Parallel Implementation
of the DualMiner Algorithm
Roger M.H. Ting, James Bailey, Kotagiri Ramamohanarao
A Novel Distributed Collaborative Filtering Algorithm
and Its Implementation on P2P Overlay Network
Peng Han, Bo Xie, Fan Yang, Jiajun Wang, Ruimin Shen
An Efficient Algorithm for Dense Regions Discovery
from Large-Scale Data Streams
Andy M. Yip,
Blind Data Linkage Using n-gram Similarity Comparisons
Tim Churches, Peter Christen
Condensed Representation of Emerging Patterns
Arnaud
Session 2B: Association (II)
Discovery of Maximally Frequent Tag Tree Patterns
with Contractible Variables from Semistructured Documents
Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai,
Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Veda
Mining Term Association Rules for Heuristic Query Construction
Zhenxing Qin, Li Liu, Shichao Zhang
FP-Bonsai: The Art of Growing and Pruning Small FP-Trees
Francesco
Mining Negative Rules Using
Dhananjay R. Thiruvady, Geoff I. Webb
Applying Association Rules for Interesting Recommendations
Using Rule Templates
Jiye Li, Bin Tang, Nick
Session 2C: Classification (II)
Feature Extraction and Classification System for Nonlinear
and Online Data
Byung Joo Kim,
A Metric Approach to Building Decision Trees
Based on Goodman-Kruskal Association Index
Dan A. Simovici,
Table
DRC-BK: Mining Classification
Yang Zhang, Zhanhuai Li, Yan Tang, Kebin
A New Data Mining Method Using Organizational
Coevolutionary Mechanism
Jing Liu, Weicai Zhong, Fang Liu, Licheng Jiao
Noise Tolerant Classification by Chi Emerging Patterns
Hongjian Fan, Kotagiri Ramamohanarao
The Application of Emerging Patterns for Improving the Quality
of Rare-Class Classification
Hamad Alhammady, Kotagiri Ramamohanarao
Session
and Intrusion Detection
Finding Negative Event-Oriented Patterns
in Long Temporal Sequences
Xingzhi Sun, Maria E. Orlowska, Xue Li
OBE:
Cui
Christos Faloutsos
Temporal Sequence Associations for Rare Events
Jie Chen, Hongxing He, Graham Williams, Huidong Jin
Summarization of Spacecraft Telemetry Data by Extracting
Significant Temporal Patterns
Takehisa Yairi, Shiro Ogasawara, Koichi
Naoki Ishihama
An Extended Negative Selection Algorithm for Anomaly Detection
Xiaoshu Hang, Honghua Dai
Adaptive Clustering for Network Intrusion Detection
Joshua Oldmeadow, Siddarth Ramnutala, Christopher Leckie
Session 3B: Ensemble Learning
Ensembling
Honghua Dai, Gang Li, Zhi-Hua Zhou
Logistic Regression and Boosting for Labeled Bags of Instances
Xin
Fast and Light Boosting for Adaptive Mining of Data Streams
Fang
XVI
Compact Dual Ensembles for Active Learning
Amit Mandvikar, Huan Liu, Hiroshi Motoda
On the Size of Training Set and the Benefit from Ensemble
Zhi-Hua Zhou, Dan Wei, Gang Li, Honghua Dai
Session 3C: Bayesian Network and Graph Mining
Identifying Markov Blankets Using Lasso Estimation
Gang Li, Honghua Dai, Yiqing
Selective Augmented Bayesian Network Classifiers
Based on Rough Set Theory
Zhihai Wang, Geoffrey I. Webb,
Using Self-Consistent Naive-Bayes to Detect Masquerades
Kwong H. Yung
DB-Subdue: Database Approach to Graph Mining
Sharma Chakravarthy, Ramji
Session
Finding Frequent Structural Features among Words
in Tree-Structured Documents
Tomoyuki
Exploring Potential of Leave-One-Out Estimator for Calibration
of SVM in Text Mining
Adam Kowalczyk, Bhavani Raskutti, Herman
Classifying Text Streams in the Presence of Concept Drifts
Gabriel
Using Cluster-Based Sampling to Select Initial Training Set
for Active Learning in Text Classification
Jaeho Rang, Kwang Ryel Ryu, Hyuk-Chul Kwon
Spectral Analysis of Text Collection for Similarity-Based Clustering
Wenyuan Li,
Session 4A: Clustering (II)
Clustering Multi-represented Objects with Noise
Karin
Matthias Schubert
Providing Diversity in K-Nearest Neighbor Query Results
Anoop Jain, Parag
Table
Cluster
via Principal Component Analysis
Chris Ding, Xiaofeng He
Combining Clustering with Moving Sequential Pattern Mining:
A Novel and Efficient Technique
Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang,
Jinqiang Han
An Alternative Methodology for Mining Seasonal Pattern
Using Self-Organizing Map
Denny Lee, Vincent C.S. Lee
Session 4B: Association (III)
ISM: Item Selection for Marketing with Cross-Selling Considerations
Raymond Chi-Wing Wong, Ada Wai-Chee
Efficient Pattern-Growth Methods for Frequent Tree Pattern Mining
Chen Wang, Mingsheng Hong, Jian Pei, Haofeng Zhou, Wei Wang,
Baile
Mining Association Rules from Structural Deltas
of Historical XML Documents
Ling Chen, Sourav S. Bhowmick, Liang-Tien Chia
Data Mining Proxy: Serving Large Number of Users
for Efficient Frequent Itemset Mining
Zhiheng Li, Jeffrey Xu Yu, Hongjun
Session 4C: Novel Algorithms (II)
Formal Approach and Automated Tool for Translating
into OWL Ontologies
Zhuoming Xu, Xiao
Separating Structure from Interestingness
Taneli
Exploiting Recurring Usage Patterns to Enhance
Memory Subsystem Performance
Benjamin
Session 4D: Multimedia Mining
Automatic Text Extraction for Content-Based Image Indexing
Keechul Jung, Eun Yi Kim
Peculiarity Oriented Analysis in Multi-people Tracking Images
Muneaki Ohshima, Ning Zhong, Y. Y. Yao, Shinichi
XVIII
AutoSplit:
Stream and Multimedia Databases
Jia-Yu Pan, Hiroyuki Kitagawa,
Masafumi Hamamoto
Session 5A: Text Mining and Web Mining (II)
Semantic Sequence Kin: A Method of Document Copy Detection
Jun-Peng
Xiao-Di Zhang
Extracting Citation Metadata from Online Publication Lists
Using BLAST
I-Ane Huang, Jan-Ming Ho, Hung-Yu
Mining of Web-Page Visiting Patterns
with Continuous-Time Markov Models
Qiming Huang, Qiang Yang, Joshua Zhexue Huang, Michael K. Ng
Discovering Ordered Tree Patterns from XML Queries
Yi Chen
Predicting Web Requests Efficiently Using a Probability Model
Shanchan Wu, Wenyuan Wang
Session 5B: Statistical Methods, Sequential Data
Mining, and Time Series Mining
CCMine: Efficient Mining of Confidence-Closed Correlated Patterns
Won- Young Kim, Young-Koo Lee, Jiawei Han
A Conditional Probability Distribution-Based Dissimilarity
Measure for
Le Si
Learning Hidden Markov Model Topology Based on KL Divergence
for Information Extraction
Kwok-Chung
A Non-parametric Wavelet Feature Extractor for Time Series
Classification
Hui
Rules Discovery from Cross-Sectional Short-Length Time Series
Kedong Luo, Jianmin Wang, Jiaguang Sun
Table of Contents
Session 5C: Novel Algorithms (III)
Constraint-Based Mining of Formal Concepts in Transactional Data
Jeremy Besson,
Towards Optimizing Conjunctive Inductive Queries
Johannes Fischer,
Febrl
Peter Christen, Tim Churches,
A General Coding Method for Error-Correcting Output Codes
Yan-huang Jiang, Qiang-li Zhao, Xue-jun Yang
Discovering Partial Periodic Patterns in Discrete Data Sequences
Huiping Cao,
Session 5D:
Conceptual Mining of Large Administrative Health Data
Tatiana
liams
A Semi-automatic
Ahmed Amrani, Yves Kodratoff, Oriane Matte-Tailliez
A Tree-Based Approach to the Discovery of Diagnostic Biomarkers
for Ovarian Cancer
Jinyan Li, Kotagiri Ramamohanarao
A Novel Parameter-Less Clustering Method for Mining Gene
Expression Data
Vincent Shin
Extracting and Explaining Biological Knowledge in Microarray Data
Paul J. Kennedy, Simeon J. Simoff, David Skillicorn,
Daniel Catchpoole
Further Applications of a Particle Visualization
Framework
Ke Yin, Ian Davidson
Author Index |
| any_adam_object | 1 |
| building | Verbundindex |
| bvnumber | BV019315681 |
| 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)55523895 (DE-599)BVBBV019315681 |
| dewey-full | 005.74 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.74 |
| dewey-search | 005.74 |
| dewey-sort | 15.74 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| indexdate | 2025-01-10T15:07:53Z |
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| spelling | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings Honghua Dai ... (eds.) Berlin u.a. Springer 2004 XIX, 713 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 3056 : Lecture notes in artificial intelligence Base de données rasuqam Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Classification hiérarchique rasuqam Exploration de données (Informatique) - Congrès Exploration de données rasuqam Gestion des bases de données rasuqam Repérage de l'information rasuqam Règle d'association (Logique) rasuqam 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 2004 Sydney gnd-content Data Mining (DE-588)4428654-5 s DE-604 Wissensextraktion (DE-588)4546354-2 s Dai, Honghua Sonstige oth PAKDD 8 2004 Sydney Sonstige (DE-588)10078977-8 oth Lecture notes in computer science 3056 : Lecture notes in artificial intelligence (DE-604)BV000000607 3056 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012783247&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings Lecture notes in computer science Base de données rasuqam Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Classification hiérarchique rasuqam Exploration de données (Informatique) - Congrès Exploration de données rasuqam Gestion des bases de données rasuqam Repérage de l'information rasuqam Règle d'association (Logique) rasuqam 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 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings |
| title_auth | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings |
| title_exact_search | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings |
| title_full | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings Honghua Dai ... (eds.) |
| title_fullStr | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings Honghua Dai ... (eds.) |
| title_full_unstemmed | Advances in knowledge discovery and data mining 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings Honghua Dai ... (eds.) |
| title_short | Advances in knowledge discovery and data mining |
| title_sort | advances in knowledge discovery and data mining 8th pacific asia conference pakdd 2004 sydney australia may 26 28 2004 proceedings |
| title_sub | 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26 - 28, 2004 ; proceedings |
| topic | Base de données rasuqam Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Classification hiérarchique rasuqam Exploration de données (Informatique) - Congrès Exploration de données rasuqam Gestion des bases de données rasuqam Repérage de l'information rasuqam Règle d'association (Logique) rasuqam Data mining Congresses Database management Congresses Database searching Congresses Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| topic_facet | Base de données Bases de données - Gestion - Congrès Bases de données - Interrogation - Congrès Classification hiérarchique Exploration de données (Informatique) - Congrès Exploration de données Gestion des bases de données Repérage de l'information Règle d'association (Logique) Data mining Congresses Database management Congresses Database searching Congresses Data Mining Wissensextraktion Konferenzschrift 2004 Sydney |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012783247&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT daihonghua advancesinknowledgediscoveryanddatamining8thpacificasiaconferencepakdd2004sydneyaustraliamay26282004proceedings AT pakddsydney advancesinknowledgediscoveryanddatamining8thpacificasiaconferencepakdd2004sydneyaustraliamay26282004proceedings |