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2010 IEEE International Conference on Data Mining Workshops

Dec. 13 2010 to Dec. 13 2010

Sydney, Australia

ISBN: 978-0-7695-4257-7

Table of Contents

Papers
Title Page iFreely available from IEEE.pp. i
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Title Page iiiFreely available from IEEE.pp. iii
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[Copyright notice]Freely available from IEEE.pp. iv
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Table of contentsFreely available from IEEE.pp. v-xix
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Welcome Message from the Conference ChairsFreely available from IEEE.pp. xx-xxi
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Message from the Workshop Co-chairsFreely available from IEEE.pp. xxii
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Workshop Program CommitteeFreely available from IEEE.pp. xxiii-xxvii
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Preface to the Fourth International Workshop on Mining Multiple Information SourcesFreely available from IEEE.pp. xxviii
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Preface to the Second Workshop on Knowledge Discovery from Climate Data: Prediction, Extremes, and ImpactsFreely available from IEEE.pp. xxix
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Preface to the International Workshop on Knowledge Discovery Using Cloud and Distributed Computing PlatformsFreely available from IEEE.pp. xxx
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Preface to the International Workshop on Spatial and Spatio-temporal Data MiningFreely available from IEEE.pp. xxxi
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Preface to Social Interactions Analysis and Services Providers WorkshopFreely available from IEEE.pp. xxxii-xxxiii
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Introduction to the Second IEEE International Workshop on Privacy Aspects of Data MiningFreely available from IEEE.pp. xxxiv
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Preface to the Third International Workshop on Semantic Aspects in Data MiningFreely available from IEEE.pp. xxxv
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Preface to Biological Data Mining and its Applications in HealthcareFreely available from IEEE.pp. xxxvi
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Preface to the Fifth International Workshop on Chance DiscoveryFreely available from IEEE.pp. xxxvii
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Introduction to the Fourth International Workshop on Domain Driven Data MiningFreely available from IEEE.pp. xl-xli
Introduction to Reliability Issues in Knowledge DiscoveryFreely available from IEEE.pp. xxxviii-xxxix
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Preface to Data Mining for Services WorkshopFreely available from IEEE.pp. xlii
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W-LEACH: Weighted Low Energy Adaptive Clustering Hierarchy Aggregation Algorithm for Data Streams in Wireless Sensor NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Hanady M. Abdulsalam, Layla K. Kamel
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Diffusion Maps: A Superior Semantic Method to Improve Similarity Join PerformanceFull-text access may be available. Sign in or learn about subscription options.pp. 9-16
by Bilal Hawashin, Farshad Fotouhi, William Grosky
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Mining Research Topics Evolving Over Time Using a Diachronic Multi-source ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 17-24
by Jean-Charles Lamirel, Ghada Safi, Navesh Priyankar, Pascal Cuxac
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PTCR-Miner: Progressive Temporal Class Rule Mining for Multivariate Temporal Data ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 25-32
by Chao-Hui Lee, Vincent S. Tseng
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Differential Analysis on Deep Web Data SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 33-40
by Tantan Liu, Fan Wang, Jiedan Zhu, Gagan Agrawal
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Learning a Combination of Dissimilarities from a Set of Equivalence ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 41-48
by Manuel Martin-Merino
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A Triple-Random Ensemble Classification Method for Mining Multi-label DataFull-text access may be available. Sign in or learn about subscription options.pp. 49-56
by Gulisong Nasierding, Abbas Z. Kouzani, Grigorios Tsoumakas
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Learning Document Labels from Enriched Click GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 57-64
by Lan Nie, Zhigang Hua, Xiaofeng He, Scott Gaffney
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Multiple Feature-Based Classifier and Its Application to Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 65-71
by Dong-Chul Park
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CUBS: Multivariate Sequence Classification Using Bounded Z-score with SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 72-79
by Ariella Richardson, Gal Kaminka, Sarit Kraus
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Event Data Mining and Classification from Multiple Streaming SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 80-87
by Ashit Talukder
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Distributed Classification on Peers with Variable Data Spaces and DistributionsFull-text access may be available. Sign in or learn about subscription options.pp. 88-95
by Quach Vinh Thanh, Vivekanand Gopalkrishnan, Hock Hee Ang
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Detecting Climate Change in Multivariate Time Series Data by Novel Clustering and Cluster Tracing TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 96-97
by Hardy Kremer, Stephan Günnemann, Thomas Seidl
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A New Data Mining Model for Hurricane Intensity PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 98-105
by Yu Su, Sudheer Chelluboina, Michael Hahsler, Margaret H. Dunham
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Mining Spatial Co-occurrence of Drought Events from Climate Data of IndiaFull-text access may be available. Sign in or learn about subscription options.pp. 106-112
by Kollukuduru Sravanthi, K.S. Rajan
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Data Analysis in Los Angeles Long Beach with Seasonal Time Series ModelFull-text access may be available. Sign in or learn about subscription options.pp. 113-120
by Weiqiang Wang, Zhendong Niu
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On Finding Similar Items in a Stream of TransactionsFull-text access may be available. Sign in or learn about subscription options.pp. 121-128
by Andrea Campagna, Rasmus Pagh
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Minimum Spanning Tree Based Classification Model for Massive Data with MapReduce ImplementationFull-text access may be available. Sign in or learn about subscription options.pp. 129-137
by Jin Chang, Jun Luo, Joshua Zhexue Huang, Shengzhong Feng, Jianping Fan
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Distributed, Scalable Clustering for Detecting Halos in Terascale Astronomy DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 138-147
by Srivatsava Daruru, Sankari Dhandapani, Gunjan Gupta, Ilian Iliev, Weijia Xu, Paul Navratil, Nena Marín, Joydeep Ghosh
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Challenges in Scheduling Aggregation in Cyberphysical Information Processing SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 148-153
by James L. Horey
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Parallel User Profiling Based on Folksonomy for Large Scaled Recommender Systems: An Implimentation of Cascading MapReduceFull-text access may be available. Sign in or learn about subscription options.pp. 154-161
by Huizhi Liang, Jim Hogan, Yue Xu
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dSimpleGraph: A Novel Distributed Clustering Algorithm for Exploring Very Large Scale Unknown Data SetsFull-text access may be available. Sign in or learn about subscription options.pp. 162-169
by Li Lu, Yunhong Gu, Robert Grossman
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S4: Distributed Stream Computing PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 170-177
by Leonardo Neumeyer, Bruce Robbins, Anish Nair, Anand Kesari
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Parallel EM-Clustering: Fast Convergence by Asynchronous Model UpdatesFull-text access may be available. Sign in or learn about subscription options.pp. 178-185
by Claudia Plant, Christian Böhm
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Parallelizing an Information Theoretic Co-clustering Algorithm Using a Cloud MiddlewareFull-text access may be available. Sign in or learn about subscription options.pp. 186-193
by Venkatram Ramanathan, Wenjing Ma, Vignesh T. Ravi, Tantan Liu, Gagan Agrawal
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Putting Pixels in Place: A Storage Layout Language for Scientific DataFull-text access may be available. Sign in or learn about subscription options.pp. 194-201
by Peter Baumann, Shams Feyzabadi, Constantin Jucovschi
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Using Time Series Segmentation for Deriving Vegetation Phenology Indices from MODIS NDVI DataFull-text access may be available. Sign in or learn about subscription options.pp. 202-208
by Varun Chandola, Dafeng Hui, Lianhong Gu, Budhendra Bhaduri, Ranga Raju Vatsavai
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Comparing Vessel Trajectories Using Geographical Domain Knowledge and AlignmentsFull-text access may be available. Sign in or learn about subscription options.pp. 209-216
by Gerben K.D. de Vries, Willem Robert van Hage, Maarten van Someren
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Learning Maximum Lag for Grouped Graphical Granger ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 217-224
by Amit Dhurandhar
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Using Self-Organizing Map and Heuristics to Identify Small Statistical Areas Based on Household Socio-Economic Indicators in Turkey's Address Based Population Register SystemFull-text access may be available. Sign in or learn about subscription options.pp. 225-232
by Sebnem Düzgün, Seyma Özcan Yavuzoglu
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Computing Popular Places Using Graphics ProcessorsFull-text access may be available. Sign in or learn about subscription options.pp. 233-240
by Marta Fort, J. Antoni Sellarès, Nacho Valladares
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Sample Bias due to Missing Data in Mobility SurveysFull-text access may be available. Sign in or learn about subscription options.pp. 241-248
by Dirk Hecker, Hendrik Stange, Christine Körner, Michael May
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Spatio-Temporal Symbolization of Multidimensional Time SeriesFull-text access may be available. Sign in or learn about subscription options.pp. 249-256
by Shohei Hidaka, Chen Yu
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Curvature Maxima-based Trajectories MiningFull-text access may be available. Sign in or learn about subscription options.pp. 257-264
by Shoji Hirano, Shusaku Tsumoto
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A K-Main Routes Approach to Spatial Network Activity Summarization: A Summary of ResultsFull-text access may be available. Sign in or learn about subscription options.pp. 265-272
by Dev Oliver, Abdussalam Bannur, James M. Kang, Shashi Shekhar, Renee Bousselaire
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Unsupervised Semantic Labeling Framework for Identification of Complex Facilities in High-Resolution Remote Sensing ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 273-280
by Ranga Raju Vatsavai, Anil Cheriyadat, Shaun Gleason
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Measuring Similarity for Multidimensional SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 281-287
by Hui Wang, Zhiwei Lin, Sally McClean, Jun Liu
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Towards Community Discovery in Signed Collaborative Interaction NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 288-295
by Petko Bogdanov, Nicholas D. Larusso, Ambuj Singh
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Catching a Viral VideoFull-text access may be available. Sign in or learn about subscription options.pp. 296-304
by Tom Broxton, Yannet Interian, Jon Vaver, Mirjam Wattenhofer
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Improving Matching Process in Social NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 305-311
by Lin Chen, Richi Nayak, Yue Xu
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Extracting Representative Tags for Flickr UsersFull-text access may be available. Sign in or learn about subscription options.pp. 312-317
by Xian Chen, Hyoseop Shin
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Detecting and Tracking Community Dynamics in Evolutionary NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 318-327
by Zhengzhang Chen, Kevin A. Wilson, Ye Jin, William Hendrix, Nagiza F. Samatova
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The Meme Ranking Problem: Maximizing Microblogging ViralityFull-text access may be available. Sign in or learn about subscription options.pp. 328-335
by Dino Ienco, Francesco Bonchi, Carlos Castillo
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Modeling and Comparing the Influence of Neighbors on the Behavior of Users in Social and Similarity NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 336-343
by Mohsen Jamali, Martin Ester
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Modeling the Temporal Dynamics of Social Rating Networks Using Bidirectional Effects of Social Relations and Rating PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 344-351
by Mohsen Jamali, Gholamreza Haffari, Martin Ester
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A Social Matching System for an Online Dating Network: A Preliminary StudyFull-text access may be available. Sign in or learn about subscription options.pp. 352-357
by Richi Nayak, Meng Zhang, Lin Chen
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RnR: Extracting Rationale from Online Reviews and RatingsFull-text access may be available. Sign in or learn about subscription options.pp. 358-368
by Dwi AP Rahayu, Shonali Krishnaswamy, Oshadi Alahakoon, Cyril Labbe
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Bridging Folksonomies and Domain Ontologies: Getting Out Non-taxonomic RelationsFull-text access may be available. Sign in or learn about subscription options.pp. 369-379
by Chiraz Trabelsi, Aicha Ben Jrad, Sadok Ben Yahia
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Toward Finding Hidden Communities Based on User ProfileFull-text access may be available. Sign in or learn about subscription options.pp. 380-387
by Tetsuya Yoshida
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A Visual Analytics Tool for Analysing Microarray DataFull-text access may be available. Sign in or learn about subscription options.pp. 388-395
by Martin Amélie, Monique Noirhomme-Fraiture, Quang Vinh Nguyen, Simeon Simoff
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Analysing the Large-Scale, Time-Oriented, VAST 2010 MC2 Dataset with PRISMAFull-text access may be available. Sign in or learn about subscription options.pp. 396-400
by Rafael Guimarães, Nikolas Carneiro, Anderson Marques, Bianchi Meiguins, Aruanda Simões Meiguins
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Evolving Ensemble-Clustering to a Feedback-Driven ProcessFull-text access may be available. Sign in or learn about subscription options.pp. 401-408
by Martin Hahmann, Dirk Habich, Wolfgang Lehner
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Visually Controllable Data Mining MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 409-417
by Kai Puolamäki, Panagiotis Papapetrou, Jefrey Lijffijt
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User-Based Active LearningFull-text access may be available. Sign in or learn about subscription options.pp. 418-425
by Christin Seifert, Michael Granitzer
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SIMPLE: Interactive Analytics on Patent DataFull-text access may be available. Sign in or learn about subscription options.pp. 426-433
by Scott Spangler, Ying Chen, Jeffrey Kreulen, Stephen Boyer, Thomas Griffin, Alfredo Alba, Linda Kato, Ana Lelescu, Su Yan
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High-Dimensional Multimodal Distribution EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 434-441
by Eniko Szekely, Eric Bruno, Stephane Marchand-Maillet
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BODY -- Buckets of Disease Symptoms for Disease Outbreak AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 442-449
by Hanisha Veeramachaneni, Soujanya Vadapalli, Kamalakar Karlapalem
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Language-Based Enforcement of Access Constraints on Geoscientific Image DataFull-text access may be available. Sign in or learn about subscription options.pp. 450-457
by Peter Baumann
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Identifying and Preventing Data Leakage in Multi-relational ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 458-465
by Hongyu Guo, Herna L. Viktor, Eric Paquet
On Attribute Disclosure in Randomization Based Privacy Preserving Data PublishingFull-text access may be available. Sign in or learn about subscription options.pp. 466-473
by Ling Guo, Xiaowei Ying, Xintao Wu
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Privacy Violations Using Microtargeted Ads: A Case StudyFull-text access may be available. Sign in or learn about subscription options.pp. 474-482
by Aleksandra Korolova
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Frequent Closed Itemset Mining with Privacy Preserving for Distributed DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 483-490
by Shin-ya Kuno, Koichiro Doi, Akihiro Yamamoto
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Anonymizing Graphs Against Weight-Based AttacksFull-text access may be available. Sign in or learn about subscription options.pp. 491-498
by Yidong Li, Hong Shen
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A Privacy Preserving Framework for Gaussian Mixture ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 499-506
by Madhusudana Shashanka
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Identifying Similar Neighborhood Structures in Private Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 507-516
by Lisa Singh, Clare Schramm
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Geospatial Schema Matching with High-Quality Cluster Assurance and Location Mining from Social NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 517
by Latifur Khan, Jeffrey Partyka, Satyen Abrol, Bhavani Thuraisingham
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Semantic Content Filtering with Wikipedia and OntologiesFull-text access may be available. Sign in or learn about subscription options.pp. 518-526
by Pekka Malo, Pyry Siitari, Oskar Ahlgren, Jyrki Wallenius, Pekka Korhonen
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From Pattern Discovery to Pattern Interpretation in Movement DataFull-text access may be available. Sign in or learn about subscription options.pp. 527-534
by Rebecca Ong, Monica Wachowicz, Mirco Nanni, Chiara Renso
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Incorporating Multi-partite Networks and Expertise to Construct Related-Term GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 535-542
by Jyh-Ren Shieh, Ching-Yung Lin, Shun-Xuan Wang, Yung-Huan Hsieh, Ja-Ling Wu
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Analysis of Collaborative Writing Processes Using Hidden Markov Models and Semantic HeuristicsFull-text access may be available. Sign in or learn about subscription options.pp. 543-548
by Vilaythong Southavilay, Kalina Yacef, Rafael A. Calvo
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Using Ontology and Sequence Information for Extracting Behavior Patterns from Web Navigation LogsFull-text access may be available. Sign in or learn about subscription options.pp. 549-556
by Hakan Yilmaz, Pinar Senkul
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Variable Productivity Adjustment Estimation for Function Point Project DeliveryFull-text access may be available. Sign in or learn about subscription options.pp. 557-561
by Saeed Bagheri, Krishna Ratakonda, Rakesh Mohan
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Graphics Classification for Enterprise Knowledge ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 562-569
by Divna Djordjevic, Rayid Ghani
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Efficient Rule Generation for Dominant Class Problems on LARMFull-text access may be available. Sign in or learn about subscription options.pp. 570-576
by JuiHsi Fu, SingLing Lee
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Application of Data Mining for Anti-money Laundering Detection: A Case StudyFull-text access may be available. Sign in or learn about subscription options.pp. 577-584
by Nhien An Le Khac, M-Tahar Kechadi
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Empirical Analysis: News Impact on Stock Prices Based on News DensityFull-text access may be available. Sign in or learn about subscription options.pp. 585-592
by Xiaodong Li, Xiaotie Deng, Feng Wang, Keren Dong
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Sales Forecasting of IT Products Using a Hybrid MARS and SVR ModelFull-text access may be available. Sign in or learn about subscription options.pp. 593-599
by Chi-Jie Lu, Tian-Shyug Lee, Chia-Mei Lian
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Unsupervised DRG Upcoding Detection in Healthcare DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 600-605
by Wei Luo, Marcus Gallagher
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Mining Heterogeneous ADS-B Data Sets for Probabilistic Models of Pilot BehaviorFull-text access may be available. Sign in or learn about subscription options.pp. 606-612
by Ron Marsh, Kirk Ogaard
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Detecting Non-compliant Consumers in Spatio-Temporal Health Data: A Case Study from Medicare AustraliaFull-text access may be available. Sign in or learn about subscription options.pp. 613-622
by K.S. Ng, Y. Shan, D.W. Murray, A. Sutinen, B. Schwarz, D. Jeacocke, J. Farrugia
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Visual Predictions of Currency Crises Using Self-Organizing MapsFull-text access may be available. Sign in or learn about subscription options.pp. 623-630
by Peter Sarlin, Dorina Marghescu
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