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Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

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On scalable information retrieval systems
Ophir Frieder

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F4: large-scale automated forecasting using fractals
Deepayan Chakrabarti | Christos Faloutsos

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An iterative strategy for pattern discovery in high-dimensional data sets
Chun Tang | Aidong Zhang

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Mining sequential patterns with constraints in large databases
Jian Pei | Jiawei Han | Wei Wang

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Searching web databases by structuring keyword-based queries
Pável Calado | Altigran Soares da Silva | Rodrigo C. Vieira | Alberto H. F. Laender | Berthier A. Ribeiro-Neto

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Topic-oriented collaborative crawling
Chiasen Chung | Charles L. A. Clarke

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Meta-recommendation systems: user-controlled integration of diverse recommendations
J. Ben Schafer | Joseph A. Konstan | John Riedl

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Removing redundancy and inconsistency in memory-based collaborative filtering
Kai Yu | Xiaowei Xu | Anton Schwaighofer | Volker Tresp | Hans-Peter Kriegel

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Analysis of pre-computed partition top method for range top-k queries in OLAP data cubes
Zheng Xuan Loh | Tok Wang Ling | Chuan-Heng Ang | Sin Yeung Lee

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Batch data warehouse maintenance in dynamic environments
Bin Liu | Songting Chen | Elke A. Rundensteiner

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A fast filtering scheme for large database cleansing
Sam Yuan Sung | Zhao Li | Sun Peng

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Semantic-based delivery of OLAP summary tables in wireless environments
Mohamed A. Sharaf | Panos K. Chrysanthis

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Future directions in data mining: streams, networks, self-similarity and power laws
Christos Faloutsos

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Symbolic photograph content-based retrieval
Philippe Mulhem | Joo-Hwee Lim

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A compact and efficient image retrieval approach based on border/interior pixel classification
Renato O. Stehling | Mario A. Nascimento | Alexandre X. Falcão

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Vulnerabilities in similarity search based systems
Ali Saman Tosun | Hakan Ferhatosmanoglu

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Efficient evaluation of multiple queries on streaming XML data
Mong-Li Lee | Boon Chin Chua | Wynne Hsu | Kian-Lee Tan

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Query processing of streamed XML data
Leonidas Fegaras | David Levine | Sujoe Bose | Vamsi Chaluvadi

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Multi-level operator combination in XML query processing
Shurug Al-Khalifa | H. V. Jagadish

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XMLTM: efficient transaction management for XML documents
Torsten Grabs | Klemens Böhm | Hans-Jörg Schek

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Efficient synchronization for mobile XML data
Franky Lam | Nicole Lam | Raymond K. Wong

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An object-oriented extension of XML for autonomous web applications
Hasan M. Jamil | Giovanni A. Modica

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Efficient prediction of web accesses on a proxy server
Wenwu Lou | Hongjun Lu

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A self-managing data cache for edge-of-network web applications
Khalil Amiri | Sanghyun Park | Renu Tewari

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Cooperative caching by mobile clients in push-based information systems
Takahiro Hara

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AuGEAS: authoritativeness grading, estimation, and sorting
Ayman Farahat | Geoffrey Nunberg | Francine Chen

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Structural extraction from visual layout of documents
Binyamin Rosenfeld | Ronen Feldman | Yonatan Aumann

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Topic-based document segmentation with probabilistic latent semantic analysis
Thorsten Brants | Francine Chen | Ioannis Tsochantaridis

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How to improve the pruning ability of dynamic metric access methods
Caetano Traina Jr. | Agma J. M. Traina | Roberto F. Santos Filho | Christos Faloutsos

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On the efficient evaluation of relaxed queries in biological databases
Yangjun Chen | Dunren Che | Karl Aberer

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Similarity based retrieval from sequence databases using automata as queries
A. Prasad Sistla | Tao Hu | Vikas Chowdhry

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Detecting similar documents using salient terms
James W. Cooper | Anni Coden | Eric W. Brown

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The role of variance in term weighting for probabilistic information retrieval
Warren R. Greiff | William T. Morgan | Jay M. Ponte

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Inferring query models by computing information flow
Peter Bruza | Dawei Song

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Logical and physical support for heterogeneous data
Sihem Amer-Yahia | Mary F. Fernández | Rick Greer | Divesh Srivastava

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NeT & CoT: translating relational schemas to XML schemas using semantic constraints
Dongwon Lee | Murali Mani | Frank Chiu | Wesley W. Chu

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XClust: clustering XML schemas for effective integration
Mong-Li Lee | Liang Huai Yang | Wynne Hsu | Xia Yang

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A local search mechanism for peer-to-peer networks
Vana Kalogeraki | Dimitrios Gunopulos | Demetrios Zeinalipour-Yazti

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Intelligent knowledge discovery in peer-to-peer file sharing
Yugyung Lee | Changgyu Oh | Eun Kyo Park

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Partial rollback in object-oriented/object-relational database management systems
Won-Young Kim | Kyu-Young Whang | Byung Suk Lee | Young-Koo Lee | Ji-Woong Chang

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Query association for effective retrieval
Falk Scholer | Hugh E. Williams

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Pruning long documents for distributed information retrieval
Jie Lu | James P. Callan

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On arabic search: improving the retrieval effectiveness via a light stemming approach
Mohammed Aljlayl | Ophir Frieder

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Boosting to correct inductive bias in text classification
Yan Liu | Yiming Yang | Jaime G. Carbonell

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Using conjunction of attribute values for classification
Mukund Deshpande | George Karypis

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Categorizing information objects from user access patterns
Mao Chen | Andrea S. LaPaugh | Jaswinder Pal Singh

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Knowledge and information management: Is it possible to do interesting and important research, get funded, be useful and appreciated?
Maria Zemankova

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Passage retrieval based on language models
Xiaoyong Liu | W. Bruce Croft

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Capturing term dependencies using a language model based on sentence trees
Ramesh Nallapati | James Allan

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A language modeling framework for resource selection and results merging
Luo Si | Rong Jin | James P. Callan | Paul Ogilvie

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An efficient and effective algorithm for density biased sampling
Alexandros Nanopoulos | Yannis Manolopoulos | Yannis Theodoridis

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"GeoPlot": spatial data mining on video libraries
Jia-Yu Pan | Christos Faloutsos

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Trajectory queries and octagons in moving object databases
Hongjun Zhu | Jianwen Su | Oscar H. Ibarra

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The effectiveness study of various music information retrieval approaches
Jia-Lien Hsu | Arbee L. P. Chen | Hung-Chen Chen | Ning-Han Liu

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Harmonic models for polyphonic music retrieval
Jeremy Pickens | Tim Crawford

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A singer identification technique for content-based classification of MP3 music objects
Chih-Chin Liu | Chuan-Sung Huang

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XKvalidator: a constraint validator for XML
Yi Chen | Susan B. Davidson | Yifeng Zheng

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Discovering approximate keys in XML data
Gösta Grahne | Jianfei Zhu

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Information retrieval on the semantic web
Urvi Shah | Timothy W. Finin | Anupam Joshi

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RHist: adaptive summarization over continuous data streams
Lin Qiao | Divyakant Agrawal | Amr El Abbadi

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Efficient query monitoring using adaptive multiple key hashing
Kun-Lung Wu | Philip S. Yu

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Evaluating continuous nearest neighbor queries for streaming time series via pre-fetching
Like Gao | Zhengrong Yao | Xiaoyang Sean Wang

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Mining temporal classes from time series data
Masahiro Motoyoshi | Takao Miura | Kohei Watanabe

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Evaluating contents-link coupled web page clustering for web search results
Yitong Wang | Masaru Kitsuregawa

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Inferring hierarchical descriptions
Eric J. Glover | David M. Pennock | Steve Lawrence | Robert Krovetz

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Evaluation of hierarchical clustering algorithms for document datasets
Ying Zhao | George Karypis

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Strategies for minimising errors in hierarchical web categorisation
Wahyu Wibowo | Hugh E. Williams

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Knowledge-based extraction of named entities
James P. Callan | Teruko Mitamura

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Condorcet fusion for improved retrieval
Mark H. Montague | Javed A. Aslam

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I/O-efficient techniques for computing pagerank
Yen-Yu Chen | Qingqing Gan | Torsten Suel

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Personalized web search by mapping user queries to categories
Fang Liu | Clement T. Yu | Weiyi Meng

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Using micro information units for internet search
Xiaoli Li | Tong-Heng Phang | Minqing Hu | Bing Liu

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Entropy-based link analysis for mining web informative structures
Hung-Yu Kao | Ming-Syan Chen | Shian-Hua Lin | Jan-Ming Ho

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COOLCAT: an entropy-based algorithm for categorical clustering
Daniel Barbará | Yi Li | Julia Couto

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FREM: fast and robust EM clustering for large data sets
Carlos Ordonez | Edward Omiecinski

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Alternatives to the k-means algorithm that find better clusterings
Greg Hamerly | Charles Elkan

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Thematic mapping - from unstructured documents to taxonomies
Christina Yip Chung | Raymond Lieu | Jinhui Liu | Alpha K. Luk | Jianchang Mao | Prabhakar Raghavan

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Semantic technology applications for homeland security
David Avant | M. Baum | Clemens Bertram | M. Fisher | Amit P. Sheth | Yashodhan S. Warke

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Rule-based data quality
David Loshin

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Comparison of interestingness functions for learning web usage patterns
Xiangji Huang | Nick Cercone | Aijun An

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The verity federated infrastructure
Kiam Choo | Rajat Mukherjee | Rami Smair | Wei Zhang

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Automatically classifying database workloads
Said Elnaffar | T. Patrick Martin | Randy Horman

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A mapping mechanism to support bitmap index and other auxiliary structures on tables stored as primary B±trees
Eugene Inseok Chong | Jagannathan Srinivasan | Souripriya Das | Chuck Freiwald | Aravind Yalamanchi | Mahesh Jagannath | Anh-Tuan Tran | Ramkumar Krishnan | Richard Jiang

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Using specification-driven concepts for distributed data management and dissemination
M. Brian Blake

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A new cache replacement algorithm for the integration of web caching and prefectching
Cheng-Yue Chang | Ming-Syan Chen

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A syntactic approach for searching similarities within sentences
Federica Mandreoli | Riccardo Martoglia | Paolo Tiberio

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A system for knowledge management in bioinformatics
Sudeshna Adak | Vishal S. Batra | Deo N. Bhardwaj | Pasumarti V. Kamesam | Pankaj Kankar | Manish P. Kurhekar | Biplav Srivastava

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An agent-based approach to knowledge management
Bin Yu | Munindar P. Singh

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Features of documents relevant to task- and fact-oriented questions
Diane Kelly | Xiaojun Yuan | Nicholas J. Belkin | Vanessa Murdock | W. Bruce Croft

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Data fusion with estimated weights
Shengli Wu | Fabio Crestani

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Discovering the representative of a search engine
King-Lup Liu | Clement T. Yu | Weiyi Meng

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Ginga: a self-adaptive query processing system
Henrique Paques | Ling Liu | Calton Pu

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High-performing feature selection for text classification
Monica Rogati | Yiming Yang

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Index compression vs. retrieval time of inverted files for XML documents
Norbert Fuhr | Norbert Gövert

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Interactive methods for taxonomy editing and validation
W. Scott Spangler | Jeffrey T. Kreulen

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Knowledge discovery from texts: a concept frame graph approach
Kanagasabai Rajaraman | Ah-Hwee Tan

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Knowledge discovery in patent databases
Konstantinos Markellos | Katerina Perdikuri | Penelope Markellou | Spiros Sirmakessis | George Mayritsakis | Athanasios K. Tsakalidis

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Web-DL: an experience in building digital libraries from the web
Pável Calado | Altigran Soares da Silva | Berthier A. Ribeiro-Neto | Alberto H. F. Laender | Juliano Palmieri Lage | Davi de Castro Reis | Pablo A. Roberto | Monique V. Vieira | Marcos André Gonçalves | Edward A. Fox

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Mining coverage statistics for websource selection in a mediator
Zaiqing Nie | Ullas Nambiar | Sreelakshmi Vaddi | Subbarao Kambhampati

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Mining soft-matching association rules
Un Yong Nahm | Raymond J. Mooney

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Parallelizing the buckshot algorithm for efficient document clustering
Eric C. Jensen | Steven M. Beitzel | Angelo J. Pilotto | Nazli Goharian | Ophir Frieder