CIDM 2007: Honolulu, Hawaii, USA
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, part of the IEEE Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007. IEEE 2007
Edward F. Harrington: Link Analysis of Incomplete Relationship Networks. 1-5

Eli Faulkner: K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data. 18-25
Melody Y. Kiang, Dorothy M. Fisher, Steve A. Fisher, Robert T. H. Chi: Selecting the Right Peer Schools for AACSB Accreditation - A Data Mining Application. 31-34
Mayank Lahiri, Tanya Y. Berger-Wolf: Structure Prediction in Temporal Networks using Frequent Subgraphs. 35-42
Veronica Oliveira de Carvalho, Solange Oliveira Rezende, Mario de Castro: An Analytical Evaluation of Objective Measures Behavior for Generalized Association Rules. 43-50
Krzysztof Grabczewski, Norbert Jankowski: Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence. 51-58
Bruno M. Nogueira, Tadeu R. A. Santos, Luis E. Zárate: Comparison of Classifiers Efficiency on Missing Values Recovering: Application in a Marketing Database with Massive Missing Data. 66-72
Junsong Yin, Dewen Hu, Zongtan Zhou: Manifold Learning using Growing Locally Linear Embedding. 73-80
Prem Kumar Kalra, Deepak Mishra, Kanishka Tyagi: A Novel Complex-Valued Counterpropagation Network. 81-87
Hamed Valizadegan, Pang-Ning Tan: A Prototype-driven Framework for Change Detection in Data Stream Classification. 88-95
Robert Burbidge, Jem J. Rowland, Ross D. King, Nicholas T. Form, Benjamin J. Whitaker: Evolutionary Optimization of Three-Photon Absorption in Molecular Iodine. 96-100
Georges Valétudie: Induction Tree methods to classify M. tuberculosis spoligotypes. 101-106
Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan, Hsiao-Ching Chang: Data Clustering and Fuzzy Neural Network for Sales Forecasting in Printed Circuit Board Industry. 107-113

Jingfeng Guo, Qian Ma, Hanfeng Liu: 0-SM: A fast algorithm for mining Candidate Clusters in Pattern-based Clustering. 127-132
Nhan Duc Phung, Mohamed Medhat Gaber, Uwe Röhm: Resource-aware Online Data Mining in Wireless Sensor Networks. 139-146
Peter Géczy, Noriaki Izumi, Shotaro Akaho, Kôiti Hasida: Navigation Space Based Intranet Usability Analysis. 147-154
Omid Rouhani-Kalleh: Algorithms for Fast Large Scale Data Mining Using Logistic Regression. 155-162
Lukasz Itert, Wlodzislaw Duch, John Pestian: Influence of a priori Knowledge on Medical Document Categorization. 163-170
Pedro Gabriel Ferreira, Paulo J. Azevedo: Evaluating Protein Motif Significance Measures: A Case Study on Prosite Patterns. 171-178
Pingfeng Liu, Guihua Nie, Donglin Chen: Exploiting Semantic Descriptions of Products and User Profiles for Recommender Systems. 179-185
I. Burak Ozyurt, Greg G. Brown: Search Result Refinement via Machine Learning from Labeled-Unlabeled Data for Meta-search. 186-193
Long Wang, Christoph Meinel: Mining the Students' Learning Interest in Browsing Web-Streaming Lectures. 194-201
Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel, Clint Feher, Chanan Glezer, Yuval Shahar, Yuval Elovici: Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining. 202-209
Vijayaraghavan Bashyam, Ricky K. Taira: Identifying Anatomical Phrases in Clinical Reports by Shallow Semantic Parsing Methods. 210-214
A. R. Vazifedoost, Farhad Oroumchian, Maseud Rahgozar: Finding Similarity Relations in Presence of Taxonomic Relations in Ontology Learning Systems. 215-220
ZhiPing Xu, Shiyong Zhang, Shengxiang Ma: A Novel Image Semantic Block Clustering Method based on Artificial Visual Cortical Responding Model. 228-233
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda: On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems. 234-237
Andrew N. Edmonds: Using concept structures for efficient document comparison and location. 238-242
Tsz-Chiu Au, Dana S. Nau: Reactive Query Policies: A Formalism for Planning with Volatile External Information. 243-250
Jeremy Frank: Using Data Mining to Enhance Automated Planning and Scheduling. 251-260
Thomas Schon, Bernhard Sick, Markus Strassberger: Hazard Situation Prediction Using Spatially and Temporally Distributed Vehicle Sensor Information. 261-268
Hsing-Jen Chen, Damon Shing-Min Liu: An Efficient Data Management Scheme Based on Spatial and Temporal Characteristics in Virtual Environments. 269-274
K. G. Srinivasa, M. Jagadish, K. R. Venugopal, Lalit M. Patnaik: Data Mining based Query Processing using Rough Sets and Genetic Algorithms. 275-282
Haruhiko Takeuchi, Yoshiko Habuchi: A Quantitative Method for Analyzing Scan Path Data Obtained by Eye Tracker. 283-286
Luka Eciolaza, Muhammad Alkarouri, Neil D. Lawrence, Visakan Kadirkamanathan, Peter J. Fleming: Gaussian Process Latent Variable Models for Fault Detection. 287-292
Kritsada Sriphaew, Thanaruk Theeramunkong: Measuring the Validity of Document Relations Discovered from Frequent Itemset Mining. 293-299
Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Alessandro Moschitti: Efficient Kernel-based Learning for Trees. 308-315
Yangchi Chen, Melba M. Crawford, Joydeep Ghosh: Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification. 316-322
Hidetomo Ichihashi, Katsuhiro Honda, Yasuhiro Kuramoto, Fumiaki Matsuura: Fuzzy c-Means Classifier for Relational Data. 328-334
Amit C. Awekar, Jaewoo Kang: Selective Approach To Handling Topic Oriented Tasks On The World Wide Web. 343-348
Mingxia Gao, Jiming Liu, Ning Zhong, Furong Chen: A Constraint-based Method for Semantic Mapping from Natural Language Questions to OWL. 349-353
Raymond K. Pon, Alfonso F. Cardenas, David Buttler, Terence Critchlow: iScore: Measuring the Interestingness of Articles in a Limited User Environment. 354-361
Duarte Duque, Henrique Santos, Paulo Cortez: Prediction of Abnormal Behaviors for Intelligent Video Surveillance Systems. 362-367

Jian-Hong Wang, Jen-Yi Pan, Yi-Chi Cheng: Session recognition and Bandwidth Guarantee for Encrypted Internet Voice Traffic : Case Study of Skype. 384-389
Spencer L. Strunic, Fernando Rios-Gutiérrez, Rocío Alba-Flores, Glenn Nordehn, Stanley Burns: Detection and Classification of Cardiac Murmurs using Segmentation Techniques and Artificial Neural Networks. 397-404
Pari Jahankhani, Kenneth Revett, Vassilis Kodogiannis: Data Mining an EEG Dataset With an Emphasis on Dimensionality Reduction. 405-412
Jacek Mandziuk, Krzysztof Mossakowski: Example-based Estimation of Hand's Strength in the Game of Bridge with or without Using Explicit Human Knowledge. 413-420
Timo Horeis, Bernhard Sick: Collaborative Knowledge Discovery & Data Mining: From Knowledge to Experience. 421-428
Shao-Shin Hung, Damon Shing-Min Liu: Using Hypergraph-based Clustering Scheme for Traversal Prediction in Virtual Environments. 429-436
Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas, Morteza Haghir Chehreghani: Mining Maximal Embedded Unordered Tree Patterns. 437-443
Janardhana Punuru, Jianhua Chen: Extraction of Non-hierarchical Relations from Domain Texts. 444-449
Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas, Morteza Haghir Chehreghani: Clustering Rooted Ordered Trees. 450-455
Ying Lai, Ratko Orlandic, Wai Gen Yee, Sachin Kulkarni: Scalable Clustering for Large High-Dimensional Data Based on Data Summarization. 456-461
Elizabeth Leeds Hohman, David J. Marchette: A Dynamic Graph Model for Analyzing Streaming News Documents. 462-469
Guy Shani, Lior Rokach, Amnon Meisels, Lihi Naamani, Nischal M. Piratla, David Ben-Shimon: Establishing User Profiles in the MediaScout Recommender System. 470-476
Jiadong Ren, Xiaojian Zhang, Huili Peng: On Mining Dynamic Web ClickStreams for Frequent Traversal Sequences. 477-484
Chris Bennett: More Efficient Classification of Web Content Using Graph Sampling. 485-490
Norbert Jankowski, Krzysztof Grabczewski: Handwritten Digit, Recognition Road to Contest victory. 491-498
Yan Guo, Lishan Kang, Fujiang Liu, Huashan Sun, Linlu Mei: Evolutionary Neural Networks Applied to Land-cover Classification in Zhaoyuan, China. 499-503
Dragoljub Pokrajac, Aleksandar Lazarevic, Longin Jan Latecki: Incremental Local Outlier Detection for Data Streams. 504-515
Bill Lin, Wai-Shing Ho, Ben Kao, Chun Kit Chui: Adaptive Frequency Counting over Bursty Data Streams. 516-523
Jiaxiong Pi, Yong Shi, Zhengxin Chen: From similarity retrieval to cluster analysis: The case of R*-trees. 524-529
Marja Ruotsalainen, Timo Ala-Kleemola, Ari Visa: GAIS: A Method for Detecting Interleaved Sequential Patterns from Imperfect Data. 530-534
Qing-Shan Chen, Zhang De-Fu, Wei Li-Jun, Huo-Wang Chen: A Modified Genetic Programming for Behavior Scoring Problem. 535-539

Sherif Rashad, Mehmed M. Kantardzic, Anup Kumar: MSP-CACRR: Multidimensional Sequential Patterns Based Call Admission Control and Resource Reservation for Next-Generation Wireless Cellular Networks. 552-559
David W. Paglieroni, Faranak Nekoogar: Matching Random Tree Models of Spatio-Temporal Patterns to Tables or Graphs. 560-567
Fedja Hadzic, Henry Tan, Tharam S. Dillon: UNI3 - efficient algorithm for mining unordered induced subtrees using TMG candidate generation. 568-575
Ke-Bing Zhang, Mehmet A. Orgun, Kang Zhang: A Visual Approach for External Cluster Validation. 576-582
Hidetomo Ichihashi, Katsuhiro Honda, Naho Kuwamoto, Takao Hattori: Post-supervised Fuzzy c-Means Classifier with Hard Clustering. 583-589
Michael Botsch, Josef A. Nossek: Feature Selection for Change Detection in Multivariate Time-Series. 590-597
Chun-Wei Lin, Tzung-Pei Hong, Wen-Hsiang Lu: Using the Pre-FUFP Algorithm for Handling New Transactions in Incremental Mining. 598-603
Tomohiro Hachino, Visakan Kadirkamanathan: Time Series Forecasting Using Multiple Gaussian Process Prior Model. 604-609
Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato: A New Evolutionary Approach for Time Series Forecasting. 616-623
William S. Bush, Tricia A. Thornton-Wells, Marylyn D. Ritchie: Association Rule Discovery Has the Ability to Model Complex Genetic Effects. 624-629
Justin Z. Zhan: Quantifying Privacy for Privacy Preserving Data Mining. 630-636
Justin Z. Zhan: Using Homomorphic Encryption For Privacy-Preserving Collaborative Decision Tree Classification. 637-645
Lisa Singh, Mehmet Sayal: Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms. 646-653
Yitao Duan, John F. Canny, Justin Z. Zhan: Efficient Privacy-Preserving Association Rule Mining: P4P Style. 654-660
Mohamed Bouguessa, Shengrui Wang: PCGEN: A Practical Approach to Projected Clustering and its Application to Gene Expression Data. 661-667
Nick J. Pizzi, Mark D. Alexiuk, Witold Pedrycz: Classification of Biomedical Spectra Using Fuzzy Interquartile Encoding and Stochastic Feature Selection. 668-673
Deyu Zhou, Yulan He, Chee Keong Kwoh: Semi-supervised Learning of the Hidden Vector State Model for Protein-Protein Interactions Extraction. 674-680
V. Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad Hassan Moradi, N. M. Arefian: Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia. 681-687
Giridhar Tatavarty, Raj Bhatnagar, Barrington Young: Discovery of Temporal Dependencies between Frequent Patterns in Multivariate Time Series. 688-696
Kyoko Fukuda: Noise Reduction Approach for Decision Tree Construction: A Case Study of Knowledge Discovery on Climate and Air Pollution. 697-704
Joy Mazumdar, Ganesh K. Venayagamoorthy, Ronald G. Harley: Application of Neural Networks for Data Modeling of Power Systems with Time Varying Nonlinear Loads. 705-711
Gil Rachlin, Mark Last, Dima Alberg, Abraham Kandel: ADMIRAL: A Data Mining Based Financial Trading System. 720-725
Kiyoshi Izumi, Hiroki Matsui, Yutaka Matsuo: A Self-Impact Analysis by Artificial Market Simulation. 726-733
Ashkan Zarnani, Masoud Rahgozar, Caro Lucas, Fattaneh Taghiyareh: Spatial Data Mining for Optimized Selection of Facility Locations in Field-based Services. 734-741
Janusz Kacprzyk, Anna Wilbik, Slawomir Zadrozny: Mining time series data via linguistic summaries of trends by using a modified Sugeno integral based aggregation. 742-749
Robert Granat, Galip Aydin, Marlon E. Pierce, Zhigang Qi, Yehuda Bock: Analysis of streaming GPS measurements of surface displacement through a web services environment. 750-757
An-Pin Chen, Hsio-Yi Lin: Exchange Rates Forecasting Using a Hybrid Fuzzy and Neural Network Model. 758-763
Jian-Hong Wang, Shih-Chuan Feng, Jen-Yi Pan: Design of Multi-Singing Karaoke System and its Application in Customer Finance-aided Service on Internet. 764-769



