Link Analysis of Incomplete Relationship Networks...1
Edward Harrington
Validity of Probabilistic Rules...6
Marina Sapir and Mikhail Teverovskiy
An Efficient Distance Calculation Method for Uncertain Objects...10
Lurong Xiao and Edward Hung
Extracting Borderline Associations...26
Wei Kian Chen, Dustin Baumgartner and Ryan Millikin
Selecting the Right Peer Schools for AACSB Accreditation - A Data Mining Application...31
Melody Kiang, Fisher Dorothy, Fisher Steve and Chi Robert
Structure Prediction in Temporal Networks using Frequent Subgraphs...35
Mayank Lahiri and Tanya Berger-Wolf
An Analytical Evaluation of Objective Measures Behavior for Generalized Association Rules...43
Veronica Carvalho, Solange Rezende and Mario Castro
Krzysztof Grabczewski and Norbert Jankowski
Query-sensitive Feature Selection for Lazy Learners...59
Xin Tong and Mingyang Gu
Luis Zarate, Bruno Nogueira and Tadeu Santos
Manifold Learning using Growing Locally Linear Embedding...73
Junsong Yin, Dewen Hu and Zongtan Zhou
A Novel Complex-Valued Counterpropagation Network...81
Kanishka Tyagi, Deepak Mishra and Prem Kumar Kalra
A Prototype-driven Framework for Change Detection in Data Stream Classification...88
Hamed Valizadegan and Pang-Ning Tan
Evolutionary Optimization of Three-Photon Absorption in Molecular Iodine...96
Robert Burbidge, Nicholas Form, Jem Rowland, Benjamin Whitaker and Ross King
Induction tree to classify M. tuberculosis spoligotypes...101
Georges Valetudie
Data Clustering and Fuzzy Neural Network for Sales Forecasting in Printed Circuit Board Industry...107
Pei-Chann Chang, Chen-Hao Liu, Chin-Yuan Fan and Hsiao-Ching Chang
Fuzzy Wavelet Modeling Using Data Clustering...114
Nasser Sadati and Bahram Marami
SSM : A Frequent Sequential Data Stream Patterns Miner...120
Christie Ezeife and Mostafa Monwar
0-SM: A fast algorithm for mining Candidate Clusters in Pattern-based Clustering...127
Guo Jingfeng, Ma Qian and Liu Hanfeng
Cluster Detection with the PYRAMID Algorithm...133
Samir Tout, William Sverdlik and Sun Junping
Resource-aware Online Data Mining in Wireless Sensor Networks...139
Nhan Duc Phung, Mohamed Medhat Gaber and Uwe Roehm
Navigation Space Based Intranet Usability Analysis...147
Peter Geczy, Izumi Noriaki, Akaho Shotaro and Hasida Koiti
Algorithms for Fast Large Scale Data Mining Using Logistic Regression...155
Omid Rouhani-Kalleh
Influence of a priori Knowledge on Medical Document Categorization...163
Lukasz Itert, Wlodzislaw Duch and John Pestian
Evaluating Protein Motif Significance Measures: A case study on Prosite Patterns...171
Pedro G. Ferreira and Paulo J. Azevedo
Exploiting Semantic Descriptions of Products and User Profiles for Recommender Systems...179
Pingfeng Liu, Guihua Nie and Donglin Chen
Search Result Refinement via Machine Learning from Labeled-Unlabeled Data for Meta-search...186
Burak Ozyurt and Greg Brown
Mining the Students' Learning Interest in Browsing Web-Streaming Lectures...194
Long Wang and Christoph Meinel
Detection of Unknown Computer Worms Activity Based on Computer Behavior using Data Mining...202
Robert Moskovitch, Ido Gus, Shay Pluderman, Dima Stopel and Clint Feher
Identifying Anatomical Phrases in Clinical Reports by Shallow Semantic Parsing Methods...210
Vijayaraghavan Bashyam and Ricky Taira
Finding Similarity Relations in Presence of Taxonomic Relations in Ontology Learning Systems...215
Alireza Vazifedoost, Farhad Oroumchian and Masoud Rahgozar
SmartPortal for Biomedical Data Mining...221
Anna L. Buczak, Charles Wan and Glenn Petry
A Novel Image Semantic Block Clustering Method based on Artificial Visual Cortical Responding Model...228
Zhiping Xu, Shiyong Zhang and Shengxiang Ma
On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems...234
Korytkowski Marcin, Rutkowski Leszek, Scherer Rafal and Drozda Grzegorz
Using concept structures for efficient document comparison and location...238
Andrew Edmonds
Reactive Query Policies: A Formalism for Planning with Volatile External Information...243
Tsz-Chiu Au and Dana Nau
Using Data Mining to Enhance Automated Planning and Scheduling...251
Jeremy Frank
Hazard Situation Prediction Using Spatially and Temporally Distributed Vehicle Sensor Information...261
Thomas Schoen, Bernhard Sick and Markus Strassberger
Hsing-Jen Chen and Damon Shing-Min Liu
Data Mining based Query Processing using Rough Sets and Genetic Algorithms...275
Srinivasa Kg, Jagadish M, Venugopal Kr and Patnaik Lalit M
A Quantitative Method for Analyzing Scan Path Data Obtained by Eye tracker...283
Haruhiko Takeuchi and Yoshiko Habuchi
Gaussian Process Latent Variable Models for Fault Detection...287
Luka Eciolaza, Muhammad Alkarouri, Neil D. Lawrence, Visakan Kadirkamanathan and Peter J. Fleming
Measuring the Validity of Document Relations Discovered from Frequent Itemset Mining...293
Kritsada Sriphaew and Thanaruk Theeramunkong
One-shot Collaborative Filtering...300
Shuhei Kuwata and Naonori Ueda
Efficient Kernel-based Learning for Trees...308
Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti and Alessandro Moschitti
Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification...316
Yangchi Chen, Melba Crawford and Joydeep Ghosh
A Classifier Capable of Handling New Attributes...323
Dong-Hun Seo, Chi-Hwa Song and Won Don Lee
Fuzzy c-Means Classifier for Relational Data...328
Hidetomo Ichihashi, Katsuhiro Honda, Yasuhiro Kuramoto and Fumiaki Matsuura
Mining Subspace Correlations...335
Rave Harpaz and Robert Haralick
Selective Approach To Handling Topic Oriented Tasks On The World Wide Web...343
Amit Awekar and Jaewoo Kang
A Constraint-based Method for Semantic Mapping from Natural Language Questions to OWL...349
Mingxia Gao, Jiming Liu, Ning Zhong and Furong Chen
iScore: Measuring the Interestingness of Articles in a Limited User Environment...354
Raymond Pon, Alfonso Cardenas, David Buttler and Terence Critchlow
Prediction of Abnormal Behaviors for Intelligent Video Surveillance Systems...362
Duarte Duque, Henrique Santos and Paulo Cortez
A Data Mining Method Applied to a Metallurgical Process...368
Henrik Saxen and Frank Pettersson
Distributed Document Clustering Using Word-clusters...376
Debzani Deb and Rafal Angryk
Wang Jian-Hong, Pan J.-Y. and Cheng Yi-Chi
Classification of XML Documents...390
Abdelhamid Bouchachia and Bouchachia Hassler
Spencer Strunic, Fernando Rios-Gutierrez, Rocio Alba-Flores, Glenn Nordehn and Stanley Burns
Data Mining an EEG Dataset With an Emphasis on Dimensionality Reduction...405
Pari Jahankhani, Kenneth Revett and Vassillis Kodogiannis
Jacek Mandziuk and Krzysztof Mossakowski
Collaborative Knowledge Discovery and Data Mining: From Knowledge to Experience...421
Timo Horeis and Bernhard Sick
Using Hypergraph-based Clustering Scheme for Traversal Prediction in Virtual Environments...429
Hung Shao-Shin and Liu Damon Shing-Min
Mining Maximal Embedded Unordered Tree Patterns...437
Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas and Morteza Haghir Chehreghani
Extraction of Non-hierarchical Relations from Domain Texts...444
Janardhana Punuru and Jianhua Chen
Clustering Rooted Ordered Trees...450
Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas and Morteza Haghir Chehreghani
Scalable Clustering for Large High-Dimensional Data Based on Data Summarization...456
Ying Lai, Ratko Orlandic, Wai Gen Yee and Sachin Kulkarni
A Dynamic Graph Model for Analyzing Streaming News Documents...462
Elizabeth Hohman and David Marchette
Establishing User Profiles in the MediaScout Recommender System...470
Lior Rokach and Lihi Naamani
On Mining Dynamic Web ClickStreams for Frequent Traversal Sequences...477
Ren Jiadong and Zhang Xiaojian
More Efficient Classification of Web Content Using Graph Sampling...485
Chris Bennett
Handwritten Digit Recognition - Road to Contest Victory...491
Norbert Jankowski and Krzysztof Grabczewski
Evolutionary Neural Networks Applied to Land-cover Classification in Zhaoyuan, China...499
Yan Guo, Lishan Kang, Fujiang Liu, Huashan Sun and Linlu Mei
Incremental Local Outlier Detection for Data Streams...504
Dragoljub Pokrajac, Aleksandar Lazarevic and Longin Jan Latecki
Adaptive Frequency Counting over Bursty Data Streams...516
Bill Lin, Wai-Shing Ho, Ben Kao and Chun-Kit Chui
From similarity retrieval to cluster analysis: The case of R* trees...524
Jiaxiong Pi, Yong Shi and Zhengxin Chen (Corresponding author)
GAIS: A Method for Detecting Interleaved Sequential Patterns from Imperfect Data...530
Marja Ruotsalainen, Timo Ala-Kleemola and Ari Visa
A Modified Genetic Programming for Behavior Scoring Problem...535
Qing-Shan Chen, De-Fu Zhang, Li-Jun Wei and Huo-Wang Chen
Model Selection for Anomaly Detection in Wireless Ad Hoc Networks...540
Hongmei Deng and Roger Xu
A Dynamic Programming Algorithm for Name Matching...547
Philip Top, Farid Dowla and Jim Gansemer
Sherif Rashad, Mehmed Kantardzic and Anup Kumar
Matching Random Tree Models of Spatio-Temporal Patterns to Tables or Graphs...560
David Paglieroni and Faranak Nekoogar
UNI3 - Efficient Algorithm for Mining Unordered Induced Subtrees Using TMG Candidate Generation...568
Hadzic Fedja, Tan Henry and Dillon Tharam
A Visual Approach for External Cluster Validation...576
Ke-Bing Zhang, Mehmet Orgun and Kang Zhang
Post-supervised Fuzzy c-Means Classifier with Hard Clustering...583
Hidetomo Ichihashi, Katsuhiro Honda, Naho Kuwamoto and Takao Hattori
Feature Selection for Change Detection in Multivariate Time-Series...590
Michael Botsch and Josef Nossek
Using the Pre-FUFP Algorithm for Handling New Transactions in Incremental Mining...598
Chun-Wei Lin, Tzung-Pei Hong and Wen-Hsiang Lu
Time Series Forecasting Using Multiple Gaussian Process Prior Model...604
Tomohiro Hachino and Visakan Kadirkamanathan
Mining Association Rules in Temporal Sequences...610
Khellaf Bouandas and Aomar Osmani
A New Evolutionary Approach for Time Series Forecasting...616
Tiago A. E. Ferreira, Germano C. Vasconcelos and Paulo J. L. Adeodato
Association Rule Discovery Has the Ability to Model Complex Genetic Effects...624
William Bush, Tricia Thornton-Wells and Marylyn Ritchie
Quantifying Privacy for Privacy Preserving Data Mining...630
Justin Zhan
Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms...646
Lisa Singh and Mehmet Sayal
Efficient Privacy-Preserving Association Rule Mining: P4P Style...654
Yitao Duan, John Canny and Justin Zhan
PCGEN: A Practical Approach to Projected Clustering and its Application to Gene Expression Data...661
Bouguessa Mohamed and Wang Shengrui
Nick Pizzi, Mark Alexiuk and Witold Pedrycz
Deyu Zhou, Yulan He and Chee Keong Kwoh
Designing a Fuzzy Rule Based System to Estimate Depth of Anesthesia...681
Vahid Esmaeili, Amin Assareh, Mohammad Bagher Shamsollahi, Mohammad Hasan Moradi and Noor Mohammad Arefian
Discovery of Temporal Dependencies between Frequent Patterns in Multivariate Time Series...688
Giridhar Tatavarty, Raj Bhatnagar and Barrington Young
Application of Neural Networks for Data Modeling of Power Systems with Time Varying Nonlinear Loads...705
Joy Mazumdar, Ganesh Venayagamoorthy and Ronald Harley
Data Mining of MISR Aerosol Product using Spatial Statistics...712
Tao Shi and Noel Cressie
ADMIRAL: A Data Mining Based Financial Trading System...720
Gil Rachlin, Mark Last, Dima Alberg and Abraham Kandel
A Self-Impact Analysis by Artificial Market Simulation...726
Kiyoshi Izumi, Hiroki Matsui and Yutaka Matsuo
Spatial Data Mining for Optimized Selection of Facility Locations in Field-based Services...734
Ashkan Zarnani, Masoud Rahgozar, Caro Lucas and Fattaneh Taghiyareh
Janusz Kacprzyk, Anna Wilbik and Slawomir Zadrozny
Analysis of Streaming GPS Measurements of Surface Displacement Through a Web Services Environment...750
Robert Granat, Galip Aydin, Marlon Pierce, Zhigang Qi and Yehuda Bock
Exchange Rates Forecasting Using a Hybrid Fuzzy and Neural Network Model...758
An-Pin Chen and Hsio-Yi Lin
Jian-Hong Wang, Shih-Chuan Feng and J.-Y. Pan