11. CIKM 2002: McLean, Virginia, USA

• Ophir Frieder:
  On scalable information retrieval systems. 1
  

Pattern discovery and forecasting

• Deepayan Chakrabarti, Christos Faloutsos:
  F4: large-scale automated forecasting using fractals. 2-9
  
• Chun Tang, Aidong Zhang:
  An iterative strategy for pattern discovery in high-dimensional data sets. 10-17
  
• Jian Pei, Jiawei Han, Wei Wang:
  Mining sequential patterns with constraints in large databases. 18-25
  

Web search 1

• Pável Calado, Altigran Soares da Silva, Rodrigo C. Vieira, Alberto H. F. Laender, Berthier A. Ribeiro-Neto:
  Searching web databases by structuring keyword-based queries. 26-33
  
• Chiasen Chung, Charles L. A. Clarke:
  Topic-oriented collaborative crawling. 34-42
  
• J. Ben Schafer, Joseph A. Konstan, John Riedl:
  Meta-recommendation systems: user-controlled integration of diverse recommendations. 43-51
  
• Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel:
  Removing redundancy and inconsistency in memory-based collaborative filtering. 52-59
  

Data warehousing and OLAP

• Zheng Xuan Loh, Tok Wang Ling, Chuan-Heng Ang, Sin Yeung Lee:
  Analysis of pre-computed partition top method for range top-k queries in OLAP data cubes. 60-67
  
• Bin Liu, Songting Chen, Elke A. Rundensteiner:
  Batch data warehouse maintenance in dynamic environments. 68-75
  
• Sam Yuan Sung, Zhao Li, Sun Peng:
  A fast filtering scheme for large database cleansing. 76-83
  
• Mohamed A. Sharaf, Panos K. Chrysanthis:
  Semantic-based delivery of OLAP summary tables in wireless environments. 84-92
  
• Christos Faloutsos:
  Future directions in data mining: streams, networks, self-similarity and power laws. 93
  

Image similarity search systems

• Philippe Mulhem, Joo-Hwee Lim:
  Symbolic photograph content-based retrieval. 94-101
  
• Renato O. Stehling, Mario A. Nascimento, Alexandre X. Falcão:
  A compact and efficient image retrieval approach based on border/interior pixel classification. 102-109
  
• Ali Saman Tosun, Hakan Ferhatosmanoglu:
  Vulnerabilities in similarity search based systems. 110-117
  

XML query processing

• Mong-Li Lee, Boon Chin Chua, Wynne Hsu, Kian-Lee Tan:
  Efficient evaluation of multiple queries on streaming XML data. 118-125
  
• Leonidas Fegaras, David Levine, Sujoe Bose, Vamsi Chaluvadi:
  Query processing of streamed XML data. 126-133
  
• Shurug Al-Khalifa, H. V. Jagadish:
  Multi-level operator combination in XML query processing. 134-141
  

XML transactions

• Torsten Grabs, Klemens Böhm, Hans-Jörg Schek:
  XMLTM: efficient transaction management for XML documents. 142-152
  
• Franky Lam, Nicole Lam, Raymond K. Wong:
  Efficient synchronization for mobile XML data. 153-160
  
• Hasan M. Jamil, Giovanni A. Modica:
  An object-oriented extension of XML for autonomous web applications. 161-168
  

Caching

• Wenwu Lou, Hongjun Lu:
  Efficient prediction of web accesses on a proxy server. 169-176
  
• Khalil Amiri, Sanghyun Park, Renu Tewari:
  A self-managing data cache for edge-of-network web applications. 177-185
  
• Takahiro Hara:
  Cooperative caching by mobile clients in push-based information systems. 186-193
  

Information extraction and text segmentation

• Ayman Farahat, Geoffrey Nunberg, Francine Chen:
  AuGEAS: authoritativeness grading, estimation, and sorting. 194-202
  
• Binyamin Rosenfeld, Ronen Feldman, Yonatan Aumann:
  Structural extraction from visual layout of documents. 203-210
  
• Thorsten Brants, Francine Chen, Ioannis Tsochantaridis:
  Topic-based document segmentation with probabilistic latent semantic analysis. 211-218
  

Sequence similarity search and access methods

• Caetano Traina Jr., Agma J. M. Traina, Roberto F. Santos Filho, Christos Faloutsos:
  How to improve the pruning ability of dynamic metric access methods. 219-226
  
• Yangjun Chen, Dunren Che, Karl Aberer:
  On the efficient evaluation of relaxed queries in biological databases. 227-236
  
• A. Prasad Sistla, Tao Hu, Vikas Chowdhry:
  Similarity based retrieval from sequence databases using automata as queries. 237-244
  

Information retrieval models

• James W. Cooper, Anni Coden, Eric W. Brown:
  Detecting similar documents using salient terms. 245-251
  
• Warren R. Greiff, William T. Morgan, Jay M. Ponte:
  The role of variance in term weighting for probabilistic information retrieval. 252-259
  
• Peter Bruza, Dawei Song:
  Inferring query models by computing information flow. 260-269
  

XML schemas: integration and translation

• Sihem Amer-Yahia, Mary F. Fernández, Rick Greer, Divesh Srivastava:
  Logical and physical support for heterogeneous data. 270-281
  
• Dongwon Lee, Murali Mani, Frank Chiu, Wesley W. Chu:
  NeT & CoT: translating relational schemas to XML schemas using semantic constraints. 282-291
  
• Mong-Li Lee, Liang Huai Yang, Wynne Hsu, Xia Yang:
  XClust: clustering XML schemas for effective integration. 292-299
  
• Vana Kalogeraki, Dimitrios Gunopulos, Demetrios Zeinalipour-Yazti:
  A local search mechanism for peer-to-peer networks. 300-307
  
• Yugyung Lee, Changgyu Oh, Eun Kyo Park:
  Intelligent knowledge discovery in peer-to-peer file sharing. 308-315
  
• Won-Young Kim, Kyu-Young Whang, Byung Suk Lee, Young-Koo Lee, Ji-Woong Chang:
  Partial rollback in object-oriented/object-relational database management systems. 316-323
  

Information retrieval 1

• Falk Scholer, Hugh E. Williams:
  Query association for effective retrieval. 324-331
  
• Jie Lu, James P. Callan:
  Pruning long documents for distributed information retrieval. 332-339
  
• Mohammed Aljlayl, Ophir Frieder:
  On arabic search: improving the retrieval effectiveness via a light stemming approach. 340-347
  

Classification

• Yan Liu, Yiming Yang, Jaime G. Carbonell:
  Boosting to correct inductive bias in text classification. 348-355
  
• Mukund Deshpande, George Karypis:
  Using conjunction of attribute values for classification. 356-364
  
• Mao Chen, Andrea S. LaPaugh, Jaswinder Pal Singh:
  Categorizing information objects from user access patterns. 365-372
  
• Maria Zemankova:
  Knowledge and information management: Is it possible to do interesting and important research, get funded, be useful and appreciated? 373-374
  

Language models for information retrieval

• Xiaoyong Liu, W. Bruce Croft:
  Passage retrieval based on language models. 375-382
  
• Ramesh Nallapati, James Allan:
  Capturing term dependencies using a language model based on sentence trees. 383-390
  
• Luo Si, Rong Jin, James P. Callan, Paul Ogilvie:
  A language modeling framework for resource selection and results merging. 391-397
  

Spatial search and moving objects

• Alexandros Nanopoulos, Yannis Manolopoulos, Yannis Theodoridis:
  An efficient and effective algorithm for density biased sampling. 398-404
  
• Jia-Yu Pan, Christos Faloutsos:
  "GeoPlot": spatial data mining on video libraries. 405-412
  
• Hongjun Zhu, Jianwen Su, Oscar H. Ibarra:
  Trajectory queries and octagons in moving object databases. 413-421
  

Music information retrieval

• Jia-Lien Hsu, Arbee L. P. Chen, Hung-Chen Chen, Ning-Han Liu:
  The effectiveness study of various music information retrieval approaches. 422-429
  
• Jeremy Pickens, Tim Crawford:
  Harmonic models for polyphonic music retrieval. 430-437
  
• Chih-Chin Liu, Chuan-Sung Huang:
  A singer identification technique for content-based classification of MP3 music objects. 438-445
  

XML constraints and the semantic web

• Yi Chen, Susan B. Davidson, Yifeng Zheng:
  XKvalidator: a constraint validator for XML. 446-452
  
• Gösta Grahne, Jianfei Zhu:
  Discovering approximate keys in XML data. 453-460
  
• Urvi Shah, Timothy W. Finin, Anupam Joshi:
  Information retrieval on the semantic web. 461-468
  

Data streams and time-series

• Lin Qiao, Divyakant Agrawal, Amr El Abbadi:
  RHist: adaptive summarization over continuous data streams. 469-476
  
• Kun-Lung Wu, Philip S. Yu:
  Efficient query monitoring using adaptive multiple key hashing. 477-484
  
• Like Gao, Zhengrong Yao, Xiaoyang Sean Wang:
  Evaluating continuous nearest neighbor queries for streaming time series via pre-fetching. 485-492
  
• Masahiro Motoyoshi, Takao Miura, Kohei Watanabe:
  Mining temporal classes from time series data. 493-498
  

Web clustering

• Yitong Wang, Masaru Kitsuregawa:
  Evaluating contents-link coupled web page clustering for web search results. 499-506
  
• Eric J. Glover, David M. Pennock, Steve Lawrence, Robert Krovetz:
  Inferring hierarchical descriptions. 507-514
  
• Ying Zhao, George Karypis:
  Evaluation of hierarchical clustering algorithms for document datasets. 515-524
  
• Wahyu Wibowo, Hugh E. Williams:
  Strategies for minimising errors in hierarchical web categorisation. 525-531
  

Information retrieval

• James P. Callan, Teruko Mitamura:
  Knowledge-based extraction of named entities. 532-537
  
• Mark H. Montague, Javed A. Aslam:
  Condorcet fusion for improved retrieval. 538-548
  
• Yen-Yu Chen, Qingqing Gan, Torsten Suel:
  I/O-efficient techniques for computing pagerank. 549-557
  

Web search 2

• Fang Liu, Clement T. Yu, Weiyi Meng:
  Personalized web search by mapping user queries to categories. 558-565
  
• Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu:
  Using micro information units for internet search. 566-573
  
• Hung-Yu Kao, Ming-Syan Chen, Shian-Hua Lin, Jan-Ming Ho:
  Entropy-based link analysis for mining web informative structures. 574-581
  

Clustering algorithms

• Daniel Barbará, Yi Li, Julia Couto:
  COOLCAT: an entropy-based algorithm for categorical clustering. 582-589
  
• Carlos Ordonez, Edward Omiecinski:
  FREM: fast and robust EM clustering for large data sets. 590-599
  
• Greg Hamerly, Charles Elkan:
  Alternatives to the k-means algorithm that find better clusterings. 600-607
  

Industry session 1: knowledge management and semantics

• Christina Yip Chung, Raymond Lieu, Jinhui Liu, Alpha K. Luk, Jianchang Mao, Prabhakar Raghavan:
  Thematic mapping - from unstructured documents to taxonomies. 608-610
  
• David Avant, M. Baum, Clemens Bertram, M. Fisher, Amit P. Sheth, Yashodhan S. Warke:
  Semantic technology applications for homeland security. 611-613
  
• David Loshin:
  Rule-based data quality. 614-616
  

Industry session 2: data mining and federated systems

• Xiangji Huang, Nick Cercone, Aijun An:
  Comparison of interestingness functions for learning web usage patterns. 617-620
  
• Kiam Choo, Rajat Mukherjee, Rami Smair, Wei Zhang:
  The verity federated infrastructure. 621
  
• Said Elnaffar, T. Patrick Martin, Randy Horman:
  Automatically classifying database workloads. 622-624
  

Industry session 3: database performance and interface

• Eugene Inseok Chong, Jagannathan Srinivasan, Souripriya Das, Chuck Freiwald, Aravind Yalamanchi, Mahesh Jagannath, Anh-Tuan Tran, Ramkumar Krishnan, Richard Jiang:
  A mapping mechanism to support bitmap index and other auxiliary structures on tables stored as primary B±trees. 625-628
  
• M. Brian Blake:
  Using specification-driven concepts for distributed data management and dissemination. 629-631
  

Poster session

• Cheng-Yue Chang, Ming-Syan Chen:
  A new cache replacement algorithm for the integration of web caching and prefectching. 632-634
  
• Federica Mandreoli, Riccardo Martoglia, Paolo Tiberio:
  A syntactic approach for searching similarities within sentences. 635-637
  
• Sudeshna Adak, Vishal S. Batra, Deo N. Bhardwaj, Pasumarti V. Kamesam, Pankaj Kankar, Manish P. Kurhekar, Biplav Srivastava:
  A system for knowledge management in bioinformatics. 638-641
  
• Bin Yu, Munindar P. Singh:
  An agent-based approach to knowledge management. 642-644
  
• Diane Kelly, Xiao-Jun Yuan, Nicholas J. Belkin, Vanessa Murdock, W. Bruce Croft:
  Features of documents relevant to task- and fact-oriented questions. 645-647
  
• Shengli Wu, Fabio Crestani:
  Data fusion with estimated weights. 648-651
  
• King-Lup Liu, Clement T. Yu, Weiyi Meng:
  Discovering the representative of a search engine. 652-654
  
• Henrique Paques, Ling Liu, Calton Pu:
  Ginga: a self-adaptive query processing system. 655-658
  
• Monica Rogati, Yiming Yang:
  High-performing feature selection for text classification. 659-661
  
• Norbert Fuhr, Norbert Gövert:
  Index compression vs. retrieval time of inverted files for XML documents. 662-664
  
• W. Scott Spangler, Jeffrey T. Kreulen:
  Interactive methods for taxonomy editing and validation. 665-668
  
• Kanagasabai Rajaraman, Ah-Hwee Tan:
  Knowledge discovery from texts: a concept frame graph approach. 669-671
  
• Konstantinos Markellos, Katerina Perdikuri, Penelope Markellou, Spiros Sirmakessis, George Mayritsakis, Athanasios K. Tsakalidis:
  Knowledge discovery in patent databases. 672-674
  
• 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:
  Web-DL: an experience in building digital libraries from the web. 675-677
  
• Zaiqing Nie, Ullas Nambiar, Sreelakshmi Vaddi, Subbarao Kambhampati:
  Mining coverage statistics for websource selection in a mediator. 678-680
  
• Un Yong Nahm, Raymond J. Mooney:
  Mining soft-matching association rules. 681-683
  
• Eric C. Jensen, Steven M. Beitzel, Angelo J. Pilotto, Nazli Goharian, Ophir Frieder:
  Parallelizing the buckshot algorithm for efficient document clustering. 684-686
  

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