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ThinkMind // DATA ANALYTICS 2012, The First International Conference on Data Analytics
 Type: conference Download: DATA ANALYTICS 2012 cover page Download: DATA ANALYTICS 2012 foreword page Download: DATA ANALYTICS 2012 committee page Download: DATA ANALYTICS 2012 table of contents Download: DATA ANALYTICS 2012 full proceedings Notes: IARIA Conference. Editors: Sandjai Bhulai, VU University Amsterdam, The Netherlands Joseph Zernik, Human Rights Alert (NGO), USA Petre Dini, Concordia University, Canada / China Space Agency Center, China Event editions: - there are 13 editions. ISSN: 2308-4464 ISBN: 978-1-61208-242-4 Location: Barcelona, Spain Dates: from September 23, 2012 to September 28, 2012 Articles: there are 18 articles Complexity Analysis in the Language of Information Technology Companies Mary Luz Mouronte López keywords: network; mean distance; communities; motif; robustness.
How to Find Important Users in a Web Community? Mining Similarity Graphs Clemens Schefels keywords: Web, User Profiles, Explicit Feedback, Implicit Feedback, Graphs, Similarity Graph, Graph mining, Mining, Network, Social Network, Web 2.0, Computer aided analysis, World Wide Web, Data analysis, Graph theory
Characterization of Network Traffic Data:A Data Preprocessing and Data Mining Application Esra Kahya-Özyirmidokuz, Ali Gezer, and Cebrail Ciflikli keywords: Network traffic data analysis; Kohonen networks; Data mining; CART; Preporcessing process
Structured Data and Source Code Analysis for Financial Fraud Investigations Joe Sremack keywords: structured data analysis, source code review, fraud investigation
Integrity, or Lack Thereof, of the Electronic Record Systems of the Courts of the State of Israel Joseph Zernik keywords: e-courts; e-government; information systems; validation; electronic signatures; certification; authentication, State of Israel.
Network Visualization of Car Inspection Data using Graph Layout Jaakko Talonen, Miki Sirola, and Mika Sulkava keywords: Car inspection; Rejection reason network; Visualization; Gephi; ForceAtlas2
Trend Visualization on Twitter: What's Hot and What's Not? Sandjai Bhulai, Peter Kampstra, Lidewij Kooiman, Ger Koole, Marijn Deurloo, and Bert Kok keywords: microblogging; Twitter; trend detection; clustering; visualization; dynamic squarified treemaps
Travel Time Estimation Results with Supervised Non-parametric Machine Learning Algorithms Ivana Cavar, Zvonko Kavran, and Ruder Michael Rapajic keywords: vehicle track; travel time estimation; k-nearest neighbours; iterative regression model; urban traffic
Automated Predictive Assessment from Unstructured Student Writing Norma C. Ming and Vivienne Ming keywords: Predictive assessment; learning analytics; text mining; topic modeling; online discussion.
Building OLAP Data Analytics by Storing Path-Enumeration Keys into Sorted Sets of Key-Value Store Databases Luis Loyola, Fernando Wong, and Daniel Pereira keywords: OLAP; path-enumeration keys; sorted sets; databases; key-value stores
Ontology-Guided Data Acquisition and Analysis Dominic Girardi, Klaus Arthofer, and Michael Giretzlehner keywords: ontology-based data acquisition; semantic data quality; ontology-supported data analysis.
Analysis of Streaming Service Quality Using Data Analytics of Network Parameters Jie Zhang, Hwa-Jong Kim, and Doo-Heon Ahn keywords: Data analytics; Network parameter; Quality of Service; Streaming service
Modeling Team-Compatibility Factors Using a Semi-Markov Decision Process: A Data-Driven Framework for Performance Analysis in Soccer Ali Jarvandi, Shahram Sarkani, and Thomas Mazzuchi keywords: Markov Modeling; Decision Process; Sports; Simulation
Design and Operation of the Electronic Record Systems of the US Courts are Linked to Failing Banking Regulation Joseph Zernik keywords: e-Courts; e-Government; United States; Banking Regulation; PACER; CM/ECF
The Open Data Interface (ODI) Framework for Public Utilization of Big Data Hwa-Jong Kim, Seung-Teak Lee, and Yi-Chul Kang keywords: big data;open API;open data interface; public data
Evaluating Data Minability Through Compression - An Experimental Study Dan Simovici, Dan Pletea, and Saaid Baraty keywords: data mining; lossless compression; LZW; market basket data; patterns; Kronecker product
A New Measure of Rule Importance Using Hellinger Divergence Chang-Hwan Lee keywords: Rule Importance; Association; Information Theory;
An Architecture for Semantically Enriched Data Stream Mining Andreas Textor, Fabian Meyer, Marcus Thoss, Jan Schaefer, Reinhold Kroeger, and Michael Frey keywords: data stream mining, complex event processing, ontologies, semantic tagging, stream query language, IT management, ambient assisted living.
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