DATA ANALYTICS 2014, The Third International Conference on Data Analytics

Type: conference

Notes: IARIA Conference.

Editors:
Fritz Laux, Reutlingen University, Germany
Panos M. Pardalos, University of Florida, USA
Alain Crolotte, Teradata Corporation - El Segundo, USA

ISSN: 2308-4464

ISBN: 978-1-61208-358-2

Location: Rome, Italy

Dates: from August 24, 2014 to August 28, 2013

Articles: there are 23 articles

Comparison of Linear Discriminant Functions by K-fold Cross Validation
Shuichi Shinmura
keywords: Fisher’s linear discriminant function; logistic regreesion; soft margin SVM;Revised IP-OLDF; minimum number of misclassifications; k-fold cross validation.

Use of Social Microblogging to Motivate Young People (NEETs) to Participate in Distance Education Through www.eBig3.eu"
Dace Ratniece
keywords: NEET group; microblogging; Twitter; e-learning; distance education; www.eBig3.eu.

Circadian Patterns in Twitter
Marijn ten Thij, Sandjai Bhulai, and Peter Kampstra
keywords: Data analytics; Twitter; Retweet graph; Language use; Daily pattern

Enhancement of Trajectory Ontology Inference Over Domain and Temporal Rules
Rouaa Wannous, Jamal Malki, Alain Bouju, and Cecile Vincent
keywords: Trajectory ontology modeling; Ontology inference; Domain rules; Temporal rules; Data filter algorithm

An Annotation Process for Data Visualization Techniques
Geraldo Franciscani Jr., Rodrygo L. T. Santos, Raphael Ottoni, João Paulo Pesce, Wagner Meira Jr., and Raquel Melo-Minardi
keywords: Annotation Process; Data Visualization; Ontologies; Taxonomies.

Prediction Model Framework for Imbalanced Datasets
Maria Rossana de Leon and Eugene Rex Jalao
keywords: Prediction model framework; Class imbalance problem; Data mining.

A Study of VEPSO Approaches for Multiobjective Real World Applications
Omar Andres Carmona Cortes, Andrew Rau-Chaplin, Duane Wilson, and Jürgen Gaiser-Porter
keywords: Real World Applications; Reinsurance Contract Optimization; Environmental Economic Dispatch; Vector Evaluated PSO; Multiobjective.

Application of Change-Point Detection in Image Retrieval
Dongwei Wei, Yuehua Wu, and Xiaoping Shi
keywords: Change-point detection; Image retrieval; Contamination; Outliers

Co-movement of European Stock Markets based on Association Rule Mining
Youqin Pan, Yong Hu, Elizabeth Haran, and Saverio Manago
keywords: co-movement; association rules; stock index; co-integration

A Method for Measuring Similarity of Simulation Time-Series Data Based on Dynamic Time Warping
Ping Ma, Zhong Zhang, Kaibin Zhao, and Yuning Li
keywords: simulation; time-series data; similarity measure; DTW; segmentation

Validation of Simulation Model based on Combined Consistency Analysis of Data and Feature
Ming Yang, Wei Li, Lingyun Lu, and Song Jiao
keywords: validation; data consistency; feature consistency; correlation analysis

Early Detection of Critical Faults Using Time-Series Analysis on Heterogeneous Information Systems in the Automotive Industry
Thomas Leitner, Christina Feilmayr, and Wolfram Wöß
keywords: data mining, time series analysis, data quality metrics, automotive industry

GeoTagView: Visualizing Geographic Tags Easily
Gianpaolo Pigliasco and Gaetano Zazzaro
keywords: Map Visualization; Spatial Analysis; Clustering; Thematic Map; Big Geographical Data; Weka.

Document Identification with MapReduce Framework
Yenumula Reddy
keywords: Hadoop Distributed File Systems; Big data; key, shuffle; Apache Zookeeper

The Economic Benefits of Allocating Spectrum for Mobile Broadband in Korea
Jae hyouk Jahng
keywords: spectrum; input-ouput analysis; economic benefits

Statistical Uncertainty of Market Network Structures
Petr Koldanov, Panos M. Pardalos, and Victor Zamaraev
keywords: Statistical uncertainty; Market network model; Conditional risk; Minimum Spanning Tree; Market Graph

Scalable System for Textual Analysis of Stock Market Prediction
Roy Guanyu Lin and Tzu-Chieh Tsai
keywords: distributed system; scalability; stock market prediction

Evolutionary Clustering Analysis of Multiple Edge Set Networks used for Modeling Ivory Coast Mobile Phone Data and Sensemaking
Daniel B. Rajchwald and Thomas J. Klemas
keywords: Sensemaking; adaptive clustering; spectral clustering; network theory; silhouette; k-means.

Property Preservation in Reduction of Data Volume for Mining: A Neighborhood System Approach
Ray Hashemi, Azita Bahrami, Nicholas Tyler, Matthew Antonelli, and Bryan Dahlqvist
keywords: Data Mining; Big Data; Data Volume Reduction; Neighborhood System; Property Preservation; Organic Discretization

A Decision Support Approach for Quality Management based on Artificial Intelligence Applications
Nafissa Yussupova, Maxim Boyko, Diana Bogdanova, and Andreas Hilbert
keywords: quality management; decision support system; sentiment analysis

WLBench: A Benchmark for WebLog Data
Ahmad Ghazal, Alain Crolotte, and Mohammed Al-Kateb
keywords: Benchmarking; Weblogs

Comparative Analysis of Data Structures for Approximate Nearest Neighbor Search
Alexander Ponomarenko, Nikita Avrelin, Bilegsaikhan Naidan, and Leonid Boytsov
keywords: nearest neighbor search; metric space; non-metric search, approximate search; small world graphs

A Novel Privacy Preserving Association Rule Mining using Hadoop
Kangsoo Jung, Sehwa Park, Sungyong Cho, and Seog Park
keywords: Privacy preserving data mining; Association rule mining; Hadoop.