KDD 2002: proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada
Gespeichert in:
| Körperschaft: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Assoc. for Computing Machinery
2002
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 704 S. Ill., graph. Darst. |
| ISBN: | 158113567X |
Internformat
MARC
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| 245 | 1 | 0 | |a KDD 2002 |b proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada |c ed. by: ... proceedings chair: Osmar R. Zaïane |
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Datensatz im Suchindex
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|---|---|
| adam_text |
Table
of Content
Invited Talks
Data-Mining The Optic Nerve
Geoffrey Hinton
. 3
Where to from here?
Daryl Pregibon
. 4
Research Track Papers
Statistical Methods I
Bayesian analysis of massive
datasets
via particle filters
Greg Ridgeway, David Madigan
. 5
Scalable Robust Covariance and Correlation Estimates for Data Mining
Fatemah A. ALqallaf,
Kjell
P. Konis, R. Douglas Martin, Ruben H. Zamar
. 14
MARK: A Boosting Algorithm for Heterogeneous Kernel Models
Kristin P. Bennett, Michinari Momma, Mark J. Embrechts
. 24
Frequent Patterns I
Selecting the Right Interestingness Measure for Association Patterns
Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava
. 32
DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints
Cristian Bucila,
Johannes Gehrke, Daniel Kifer, Walker White
. 42
Querying Multiple Sets of Discovered Rules
Alexander Tuzhilin,
Bing
Liu
. 52
Graphs and Trees
Mining Knowledge-Sharing Sites for Viral Marketing
Matthew Richardson, Pedro
Domingos
. 61
Efficiently Mining Frequent Trees in a Forest
Mohammed Zaki
. 71
ANF: A Fast and Scalable Tool for Data Mining in Massive Graphs
Christopher R. Palmer, Phillip B. Gibbons,
Christos
Faloutsos
. 81
Streams and Time Series
Bursty and Hierarchical Structure in Streams
Jon Kleinberg. 91
On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical
Demonstration
Eamonn Keogh, Shruti Kasetty
. 102
Visualization
Query, Analysis, and Visualization of Hierarchically Structured Data using Polaris
Christopher
Stolte,
Diane Tang, PatHanrahan
. 112
On Interactive Visualization of high-dimensional Data using the Hyperbolic Plane
Jörg
Walter,
Helge Ritter
.
,
. 123
Web Search and Navigation
Optimizing Search Engines Using Clickthrough Data
Thorsten
Joachims
. 132
Relational Markov Models and their Application to Adaptive Web Navigation
Corin R. Anderson, Pedro
Domingos,
Daniel S. Weld
. 143
Sequences and Strings
Pattern Discovery in Sequences under a Markov Assumption
Darya Chudova, Padhraic Smyth
. 153
On Effective Classification of Strings with Wavelets
Cham
С
Aggarwal
. 163
Statistical Methods II
Shrinkage Estimator Generalizations of Proximal Support Vector Machines
Deepak K. Agarwal
. 173
Hierarchical Model-Based Clustering of Large
Datasets
Through Fractionation and
Refractionation
Jeremy Tantrum, Alejandro Murua, Werner Stuetzle
. 183
Text Classification
Enhanced Word Clustering for Hierarchical Text Classification
Inderjit S. Dhillon, Subramanyam Mallela, Rahul Kumar
. 191
A Parallel Learning Algorithm for Text Classification
Canasai Kuengkrai, Chuleerat Jaruskulchai
. 201
A Refinement Approach to Handling Model Misfit in Text Categorization
Haoran Wu,
Tong Heng
Phang,
Bing
Liu, Xiaoli Li
. 207
Frequent Patterns II
Privacy Preserving Mining of Association Rules
Alexandre
Evfimievski, Ramakrishnan Srikant, Rakesh Agrawal, Johannes Gehrke
. 217
Mining Frequent Item Sets by Opportunistic Projection
Junqiangliu, Yunhe Pan, Ke Wang, JiaweiHan
. 229
Web Page Classification
PEBL: Positive Example Based Learning for Web Page Classification Using SVM
Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang
. 239
Web Site Mining: A new way to spot Competitors, Customers and Suppliers in the World
Wide Web
Martin Ester,
Hans-Peter Kriegel,
Matthias Schubert
. 249
Learning Methods
Sequential Cost-Sensitive Decision Making with Reinforcement Learning
259
Edwin Pednault, Naoki Abe,
Bianca
Zadrozny
.
Interactive Deduplication using Active Learning
Sunita
Sarawagi, Anuradha Bhamidipaty
. 269
Intrusion and Privacy
Transforming Data to Satisfy Privacy Constraints
Vijay S. Iyengar
. 279
Exploiting Unlabeled Data in Ensemble Methods
Kristin P. Bennett, Ayhan Demiriz, Richard
Maciin
. 289
Ensembles
and Boosting
Predicting Rare Classes: Can Boosting Make Any Weak Learner Strong?
Mahesh V. Joshi, Ramesh
С
Agarwal, Vipin Kumar
. 297
Efficient Handling of High-Dimensional Feature Spaces by Randomized Classifier
Ensembles
Aleksander
Kolcz, Xiaomei Sun, Jugal Kalita
. 307
1
Industry Track Papers
From Run-time Behavior to Usage Scenarios: An Interaction-pattern Mining Approach
Mohammad El-Ramly,
Eleni
Strouha,
Paul Sorenson
. 315
Exploiting Response Models
-
Optimizing Cross-Sell and Up-Sell Opportunities in Banking
Andrew Storey, Marc-david Cohen
. 325
Customer lifetime Value Modeling and Its Use for Customer Retention Planning
Saharon
Rosset,
Einat Neumann,
Uri
Eick, Nurit Vatnik, Yizhak Idan
. 332
Mining Product Reputations on the Web
Satoshi Morinaga, Kenji Yamanishi, Kenji Tateishi, Toshikazu Fukushima
. 341
Learning Domain-Independent String Transformation Weights for High Accuracy Object
Identification
Sheila
Tejada,
Craig A. Knoblock, Steven Minton
. 350
A System for Real-time Competitive Market Intelligence
Sholom M. Weiss, Naval K. Verma
. 360
Mining Intrusion Detection Alarms for Actionable Knowledge
Klaus
Julisen,
Marc Dacier
. 366
Learning Nonstationary Models of Normal Network Traffic for Detecting Novel Attacks
Matthew V. Mahoney, Philip K. Chan
. 376
ADMIT:
Anomaly-based Data Mining for Intrusions
Karlton
Sequeira,
Mohammed Zaki
. 386
Handling Very Large Numbers of Association Rules in the Analysis of Microarray Data
Alexander Tuzhilin, Gediminas Adomavicius
. 396
On the potential of domain literature for clustering and for Bayesian network learning
Peter
Antal,
Patrick Glenisson,
Geert
Fames
. 405
Mining Heterogeneous Gene Expression with Time Lagged Recurrent Neural Networks
Yulan Liang,
Arpad
Kelemen.
415
Poster Papers
Collaborative Crawling: Mining User Experiences for Topical Resource Discovery
Chara
C. Aggarwal
. 423
Sequential PAttern Mining Using Bitmap Representation
Jay Ayres, Jason Flannick, Johannes Gehrke,
Tomi
Yiu
. 429
Frequent Term-Based Text Clustering
Florian Beil,
Martin Ester, Xiaowei Xu
. 436
A Theoretical Framework for Learning from a Pool of Disparate Data Sources
Shai Ben-David, Johannes Gehrke, Reba
Schuller. 443
Topics in
0-1
data
EllaBingham,
Heikki
Mannila,
Jouni
K. Seppanen
. 450
Extracting Decision Trees From Trained Neural Networks
OlcayBoz
. 456
A New Two-Phase Sampling Based Algorithm for Discovering Association Rules
Bin Chen, Peter Haas, Peter Scheuermann
. 462
CVS: A Correlation-Verification Based Smoothing Technique on Information Retrieval and
Term Clustering
Christina Yip Chung, Bin Chen
. 469
Learning to Match and Cluster Large High-Dimensional Data Sets For Data Integration
William W. Cohen, Jacob Richman
. 475
SECRET: A Scalable Linear Regression Tree Algorithm
Alin Dobra,
Johannes Gehrke
. 481
Statistical Modeling of Large-Scale Simulation Data
Tina Eliassi-Rad, Terence Critchlow, Ghaleb Abdulla
. 488
Tumor Cell Identification using Features Rules
Bin Fang, Wynne Hsu, Mong Li Lee
. 495
Integrating Feature and Instance Selection for Text Classification
Dimitris Fragoudis, Dimitris Meretakis, Spiros Likothanassis
. 501
SyMP: An Efficient Clustering Approach to Identify Clusters of Arbitrary Shapes in Large
Data Sets
HichemFrigui
. 507
Scaling multi-class Support Vector Machines using inter-class confusion
Stiantami
Godbole,
Sunita
Sarawagi, Soumen Chakrabarti
. 513
Visualization Support for an User-Centered KDD Process
TuBao Ho, TrongDung Nguyen, DungDuc Nguyen
. 519
Mining Complex Models from Arbitrarily Large Databases in Constant Time
Geoff
Hultén,
Pedro
Domingos
. 525
A Model for Discovering Customer Value for E-Content
Srinivasan Jagannathan, Jayanth Nayak, Kevin Almeroth,
Markus
Hofmann.
532
SimRank: A Measure of Structural-Context Similarity
Glen Jeh, Jennifer
Widom
. 538
Similarity Measure Based on Partial Information of Time series
Xiaoming Jin, Yuchang
Lu,
Chunyi Shi
. 544
Finding Surprising Patterns in a Time Series Database In Linear Time and Space
Eamonn Keogh,
Stefano Lonardi, Bill Yuan-chi
Chiu.
550
Clustering Seasonality Patterns in the Presence of Errors
Mahesh Kumar, Nitin R.
Patel,
Jonathan Woo
. 557
Construct robust rule sets for classification
JiuyongLi, Rodney
Topor,
HongShen
. 564
Instability of Decision Tree Classification Algorithms
Ruey-Hsia Li, Geneva G. Belford
. 570
Distributed Data Mining in a Chain Store Database of Short Transactions
Cheng-Ru Lin, Chang-Hung Lee, Ming-Syan Chen, Philip S. Yu
. 576
A Robust and Efficient Clustering Algorithm based on Cohesion Self-Merging
Cheng-Ru Lin, Ming-Syan Chen
. 582
Discovering Informative Content Blocks from Web Documents
Shian-Hua
Un,
Jan-Ming Ho
.
588
Collusion in The U.S. Crop Insurance Program: Applied Data Mining
Bert B. little, Walter L. Johnston, Ashley
С
Lovell, Roderick M. Rejesus, Steve A. Steed
594
Incremental Context Mining for Adaptive Document Classification
Rey-Long liu, Yun-Iing
Lu
.
Evaluating Classifiers' Performance in a Constrained Environment
Anna
Olecka
.
Discovering Word Senses from Text
Patrick
Pantei,
Dekanglin
.
613
Combining Clustering and Co-training to Enhance Text Classification Using Unlabelled Data
Bhavani Raskutti, Herman
Ferra,
Adam Kowalczyk
. 620
Single-shot Detection of Multiple Categories of Text using Parametric Mixture Models
Naonori Ueda, Kazumi
Saito
. 626
What's the Code? Automatic Classification of Source Code Archives
Secil Ugurel, Robert Krovetz, Lee Giles, David M. Pennock, Eric J. Glover, Hongyuan
Zha
.
632
Privacy Preserving Association Rule Mining in Vertically Partitioned Data
JaideepVaidya, Chris Clifton
. 639
Non-linear Dimensionality Reduction Techniques for Classification and Visualization
Michail
Vlachos, Carlotta Domeniconi, Dimitris Gunopulos, George Kollios, Nick
Koudas
. 645
Item Selection By "Hub-Authority" Profit Ranking
Ke Wang, Ming-Yen Thomas
Su
. 652
Discovery Net: Towards a Grid of Knowledge Discovery
Vasa
Curčin,
Moustafa Ghanem, Yike Guo, Martin
Köhler,
Anthony Rowe, Jameel Syed,
Patrick
Wendel. 658
Making every bit count: Fast nonlinear axis scaling
Leejay Wu,
Christos
Faloutsos
. 664
B
-ЕМ:
A Classifier Incorporating Bootstrap with EM Approach for Data Mining
Xintao Wu, Jianping Fan, Kalpathi R. Subramanian
. 670
A Unifying Framework for Outlier Detection and Change Point Detection from Non-
stationary Time Series Data
Kenji Yamanishi, Jun-ichi Takeuchi
. 676
CLOPE: A Fast and Effective Clustering Algorithm for Transaction^ Data
Yiling Yang, Xudong Guan, Jinyuan You
. 682
Topic-conditioned Novelty Detection
Yiming Yang,
Jian
Zhang, Jaime Carbonell, Chun Jin
. 688
Transforming classifier scores into accurate multiclass probability estimates
Bianca
Zadrozny, Charles
Elkan
. 694
| Other
Tutorials
. 700
Workshops
. 701
Panels
. 702
Author Index
. 703 |
| any_adam_object | 1 |
| author_GND | (DE-588)112062875X |
| author_corporate | International Conference on Knowledge Discovery and Data Mining Edmonton, Alberta |
| author_corporate_role | aut |
| author_facet | International Conference on Knowledge Discovery and Data Mining Edmonton, Alberta |
| author_sort | International Conference on Knowledge Discovery and Data Mining Edmonton, Alberta |
| building | Verbundindex |
| bvnumber | BV017065842 |
| classification_tum | DAT 703f |
| ctrlnum | (OCoLC)634335398 (DE-599)BVBBV017065842 |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| genre_facet | Konferenzschrift 2002 Edmonton Alberta |
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| indexdate | 2024-12-15T17:00:19Z |
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| spelling | International Conference on Knowledge Discovery and Data Mining 8 2002 Edmonton, Alberta Verfasser (DE-588)10055650-4 aut KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada ed. by: ... proceedings chair: Osmar R. Zaïane New York, NY Assoc. for Computing Machinery 2002 XIV, 704 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensbasiertes System (DE-588)4197554-6 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2002 Edmonton Alberta gnd-content Data Mining (DE-588)4428654-5 s DE-604 Wissensbasiertes System (DE-588)4197554-6 s Zaïane, Osmar R. 1965- Sonstige (DE-588)112062875X oth Association for Computing Machinery Special Interest Group on Knowledge Discovery and Data Mining Sonstige (DE-588)10001542-6 oth Digitalisierung TU Muenchen application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010297677&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada Data Mining (DE-588)4428654-5 gnd Wissensbasiertes System (DE-588)4197554-6 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4197554-6 (DE-588)1071861417 |
| title | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada |
| title_auth | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada |
| title_exact_search | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada |
| title_full | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada ed. by: ... proceedings chair: Osmar R. Zaïane |
| title_fullStr | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada ed. by: ... proceedings chair: Osmar R. Zaïane |
| title_full_unstemmed | KDD 2002 proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada ed. by: ... proceedings chair: Osmar R. Zaïane |
| title_short | KDD 2002 |
| title_sort | kdd 2002 proceedings of the eighth acm sigkdd international conference on knowledge discovery and data mining july 23 26 2002 edmonton alberta canada |
| title_sub | proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining ; July 23 - 26, 2002, Edmonton, Alberta, Canada |
| topic | Data Mining (DE-588)4428654-5 gnd Wissensbasiertes System (DE-588)4197554-6 gnd |
| topic_facet | Data Mining Wissensbasiertes System Konferenzschrift 2002 Edmonton Alberta |
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