Advances in knowledge discovery and data mining: 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London
Springer
2001
|
| Schriftenreihe: | Lecture notes in computer science
2035 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XVIII, 596 S. graph. Darst. |
| ISBN: | 3540419101 |
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Datensatz im Suchindex
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| adam_text |
Table
Keynote Presentations
Incompleteness in Data Mining
Hosagrahar Visvesvaraya Jagadish
Mining El-Commerce Data: The Good, the Bad, and the Ugly
Ronny
Seamless Integration of Data Mining with DBMS and Applications
Hongjun
Web Mining
Applying Pattern Mining to Web Information Extraction
Chia-Hui Chang, Shao-Chen
Empirical Study of Recommender Systems Using Linear Classifiers
Vijay S. Iyengar,
iJADE eMiner
Agent Development Environment (iJADE) on Internet Shopping
Raymond S. T. Lee, James N.K. Liu
A Characterized Rating Recommend System
Yao-Tsung Lin, Shian-Shyong Tseng
Discovery of Frequent Tree Structured Patterns in Semistructured Web
Documents
Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida,
Kenichi Takahashi, Hiroaki Ueda
Text Mining
Text Categorization Using Weight Adjusted ¿-Nearest
Neighbor Classification
Eui-Hong Han, George Karypis, Vipin Kumar
Predictive Self-Organizing Networks for Text Categorization
Ah-Hwee Tan
Meta-learning Models for Automatic Textual Document Categorization
Kwok- Yin Lai, Wai Lam
Efficient Algorithms for Concept Space Construction
Chi Yuen Ng, Joseph Lee, Felix Cheung, Ben
XIV
Topic Detection, Tracking, and Trend Analysis Using Self-Organizing
Neural Networks
Kanagasabi Rajaraman, Ah-Hwee Tan
Automatic Hypertext Construction through a Text Mining Approach by
Self-Organizing Maps
Hsin- Chang Yang, Chung-Hong Lee
Applications and Tools
Semantic Expectation-Based Causation Knowledge Extraction: A Study
on Hong Kong Stock Movement Analysis
Boon-Toh Low, Ki Chan, Lei-Lei Choi, Man-Yee Chin, Sin-Ling Lay
A Toolbox Approach to Flexible and Efficient Data Mining
Ole M.
Timothy Hancock
Determining
Andrew Turpin, Eibe Frank, Mark Hall,
Chris A. Johnson
Seabreeze Prediction Using Bayesian
Russell J. Kennett, Kevin B. Korb, Ann E.
Semi-supervised Learning in Medical
Chun Hung Li, Pong Chi Yuen
On Application of Rough Data Mining Methods to Automatic
Construction of Student Models
Feng-Hsu Wang, Shiou-Wen Hung
Concept Hierarchies
Concept Approximation in Concept Lattice
Keyun
Generating Concept Hierarchies/Networks: Mining Additional Semantics
in Relational Data
T. Y.
Representing Large Concept Hierarchies Using Lattice Data Structure
Yanee
Feature Selection
Feature Selection for Temporal Health Records
Rohan A. Baxter, Graham J. Williams, Hongxing He
Table of Contents XV
Boosting the Performance of Nearest Neighbour Methods with Feature
Selection
Shlomo Geva
Feature Selection for Meta-learning
Alexandras Kalousis,
Interestingness
Efficient Mining of Niches and Set Routines
Guozhu Dong, Kaustvbh Deshpande
Evaluation of Interestingness Measures for Ranking
Discovered Knowledge
Robert J. Hilderman, Howard J. Hamilton
Peculiarity Oriented Mining and Its Application for Knowledge Discovery
in
Ning Zhong, Muneaki Ohshima, Setsuo Ohsuga
Sequence Mining
Mining Sequence Patterns from Wind Tunnel Experimental Data for Flight
Control
Zhenyu Liu, Wesley W.
Scalable Hierarchical Clustering Method for Sequences of
Categorical Values
Tadeusz Morzy, Marek
FFS
Minghua Zhang, Ben
Sequential Index Structure for Content-Based Retrieval
Maciej
Spatial and Temporal Mining
The S2-Tree: An Index Structure for Subsequence Matching of Spatial
Objects
Haixun Wang, Chang-Shin Perng
Temporal Data Mining Using Hidden Markov-Local Polynomial Models
Weiqiang Lin,
Patterns Discovery Based on Time-Series Decomposition
Jeffrey Xu Yu, Michael K. Ng, Joshua Zhexue Huang
XVI
Criteria on Proximity Graphs for Boundary Extraction and
Spatial Clustering
Vladimir
Micro Similarity Queries in Time Series Database
Xiao-ming Jin, Yuchang
Association Mining
Mining Optimal Class Association Rule Set
Jiuyong Li, Hong Shen, Rodney Topor
Generating Frequent Patterns with the Frequent Pattern List
Fan-Chen Tseng, Ching-Chi Hsu
User-Defined Association Mining
Ke Wang, Yu He
Direct and Incremental Computing of Maximal Covering Rules
Marzena Kryszkiewicz
Towards Efficient Data Re-mining (DRM)
Jiming Liu, Jian Yin
Data Allocation Algorithm for Parallel Association Rule Discovery
Anna M. Manning, John A.
Classification and Rule Induction
Direct Domain Knowledge Inclusion in the
Induction Algorithm
Pedro
Hierarchical Classification of Documents with Error Control
Chun-hung Cheng, Jian Tang, Ada Wai-chee
An Efficient Data Compression Approach to the Classification Task
Claudia
Combining the Strength of Pattern Frequency and Distance
for Classification
Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
A Scalable Algorithm for Rule Post-pruning of Large Decision Trees
Trong Dung Nguyen,
Optimizing the Induction of Alternating Decision Trees
Bernhard Pfahringer,
Table of Contents
Building Behaviour Knowledge Space to Make Classification Decision
Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao
Clustering
Efficient Hierarchical Clustering Algorithms Using Partially Overlapping
Partitions
Manoranjan Dash, Huan Liu
A Rough Set-Based Clustering Method with Modification of Equivalence
Relations
Shoji Hirano, Tomohiro Qkuzaki, Yutaka
Kouhei Tsumoto
Importance of Individual Variables in the
Juha Vesanto
A Hybrid Approach to Clustering in Very Large Databases
Aoying Zhou, Weining Qian, Hailei Qian, Jin Wen, Shuigeng Zhou,
Ye Fan
Advanced Topics and New Methods
A Similarity Indexing Method for the Data Warehousing
Indexing Method
Wei-
Mon-Fong Jiang
Rule Reduction over Numerical Attributes in Decision Trees Using
Multilayer Perceptron
DaeEun Kim, Jaeho Lee
Knowledge Acquisition from Both Human Expert and Data
Takuya
Neighborhood Dependencies for Prediction
Renaud Bassée,
Learning Bayesian Networks with Hidden Variables Using the Combination
of EM and Evolutionary Algorithms
Fengzhan Tian, Yuchang
Interactive Construction of Decision Trees
Jianchao Han, Nick
An Improved Learning Algorithm for Augmented Naive
Huajie Zhang, Charles X. Ling
XVIII
Generalised
Mining
Liviu Vladutu, Stergios Papadimitriou,
Anastasios Bezerianos
Author |
| any_adam_object | 1 |
| building | Verbundindex |
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| callnumber-first | Q - Science |
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| callnumber-sort | QA 276.9 D3 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | ST 530 |
| classification_tum | DAT 450f |
| ctrlnum | (OCoLC)619593322 (DE-599)BVBBV013652802 |
| 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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| id | DE-604.BV013652802 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T15:07:06Z |
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| language | English |
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| physical | XVIII, 596 S. graph. Darst. |
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| publisher | Springer |
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| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings David Cheung ... (ed.) Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London Springer 2001 XVIII, 596 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 2035 : Lecture notes in artificial intelligence Literaturangaben Data mining gtt Kennismanagement gtt Data mining Congresses Database management Congresses Database searching Congresses Wissenserwerb (DE-588)4241169-5 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2001 HongKong gnd-content (DE-588)1071861417 Konferenzschrift 2001 Hongkong gnd-content Wissenserwerb (DE-588)4241169-5 s Data Mining (DE-588)4428654-5 s DE-604 Wissensextraktion (DE-588)4546354-2 s Cheung, David Sonstige oth PAKDD 5 2001 Hongkong Sonstige (DE-588)10017430-9 oth Lecture notes in computer science 2035 : Lecture notes in artificial intelligence (DE-604)BV000000607 2035 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009328446&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings Lecture notes in computer science Data mining gtt Kennismanagement gtt Data mining Congresses Database management Congresses Database searching Congresses Wissenserwerb (DE-588)4241169-5 gnd Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| subject_GND | (DE-588)4241169-5 (DE-588)4428654-5 (DE-588)4546354-2 (DE-588)1071861417 |
| title | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings |
| title_auth | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings |
| title_exact_search | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings |
| title_full | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings David Cheung ... (ed.) |
| title_fullStr | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings David Cheung ... (ed.) |
| title_full_unstemmed | Advances in knowledge discovery and data mining 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings David Cheung ... (ed.) |
| title_short | Advances in knowledge discovery and data mining |
| title_sort | advances in knowledge discovery and data mining 5th pacific asia conference pakdd 2001 hong kong china april 16 18 2001 proceedings |
| title_sub | 5th Pacific Asia conference, PAKDD 2001, Hong Kong, China, April 16 - 18, 2001 ; proceedings |
| topic | Data mining gtt Kennismanagement gtt Data mining Congresses Database management Congresses Database searching Congresses Wissenserwerb (DE-588)4241169-5 gnd Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| topic_facet | Data mining Kennismanagement Data mining Congresses Database management Congresses Database searching Congresses Wissenserwerb Data Mining Wissensextraktion Konferenzschrift 2001 HongKong Konferenzschrift 2001 Hongkong |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009328446&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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