Table of Contents
SESSION: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES1) Mechanical Property Classification of Vapor-Grown Carbon Nanofiber/Vinyl Ester Nanocomposites Using Support Vector Machines—Osama Abuomar, Sasan Nouranian, Roger King, Trenton Ricks, Thomas Lacy2) APPES Maps as Tools for Quantifying Performance of Truck Drivers—Iulian Carpatorea, Slawomir Nowaczyk, Thorsteinn Rognvaldsson, Marcus Elmer3) Distributed Evolutionary Algorithm for Clustering Multi-Characteristic Social Networks—Mustafa Hajeer, Dipankar Dasgupta, King-Ip Lin4) Implementation of Artificial Neural Networks in MapReduce Optimization—Changlong Li, XueHai Zhou, Kun Lu, Chao Wang, Dong Dai5) A New Effective Information Decomposition Approach for Missing Data Recovery—Shigang Liu, Honghua Dai6) Predicting Causes of Traffic Road Accidents Using Multi-class Support Vector Machines—Elfadil Mohamed7) Gold, Oil and the S&P 500 Index: Calm to Crisis and Back—Mary Malliaris, A.G. Malliaris8) Using Bootstrap Aggregated Neural Networks for Peripheral Nerve Injury Treatment—Munish Shah, Wei Chang, Kathleen McGuire, William Koch, Yan Meng, Xiaojun Yu9) The Significance of the Race Factor in Breast Cancer Prognosis—M. Mehdi Owrang-Ojaboni10) A Proposed Data Mining Model for the Associated Factors of Alzheimer'.s Disease—Nevine Labib, Mohamed Badawy11) Automated Statistical Data Mining of a Real World Landslide Detection System—Divya Pullarkatt, Geethu Thottungal, Geethalekshmy V, Maneesha Vinodini RameshSESSION: CLASSIFICATION, CLUSTERING, ASSOCIATION1) Feature Selection by Tree Search of Correlation-Adjusted Class Distances—Hassan Rabeti, Martin Burtscher2) Multi-Level Synthesis of Frequent Rules from Different Databases Using a Clustering Approach—Salim Khiat, HafiDa Belbachir, Sid Ahmed Rahal3) Mammogram Classification Using Association Rule Mining—Deepa Deshpande, Archana Rajurkar, Ramchandra Manthalkar4) Feature Engineering for Supervised Link Prediction on Dynamic Social Networks—Jeyanthi Narasimhan, Lawrence Holder5) A Flexible Feature Selection Framework for Improving Breast Cancer Classification from Sparse Spectral Count Proteomic Data—Lanfei Shi, Himanshu Grover, Jeya Balaji Balasubramanian, Kumar Kolli, Craig Shriver, Vanathi Gopalakrishnan6) Optimization of an Individual Re-identification Modeling Process Using Biometric Features—Alejandro Heredia-Langner, Brett Amidan, Shari Matzner, Kristin Jarman7) More Reliable Over-sampled Synthetic Data Instances by Using Artificial Neural Networks for a Minority Class—Hyontai Sug, Douglas Dankel8) Entropy Based Adaptive Outlier Detection Technique for Data Streams—Yogita Thakran, Durga Toshniwal, Bhavani Kumar EshwarSESSION: WEB, TEXT, MULTIMEDIA MINING1) Sub-Net Identification for Text Refinement and Text Meaning Discovery in Social Media Analytics—Dinesh Batra, Gurpreet Bawa, Vivek Anand2) Semi-automatic Metadata Extraction from Scientific Journal Article for Full-text XML Conversion—Sukyoung Kim, Yoonsung Cho, Kihong Ahn3) The Authorship of Audacity: Data Mining and Stylometric Analysis of Barack Obama Speeches—Jonathan Herz, Abdelghani Bellaachia4) Text Ctegorization using Topic Model and Ontology Networks—Yinghao Huang, Xipeng Wang, Yi Murphey5) Personalizing Query Refinement Based on Latent Tasks—Chao Xu, Mingzhu Zhu, Yanchi Liu, Yi-Fang Wu6) Positive Unlabeled Learning to Discover Relevant Documents Using Topic Models for Feature Selection—Mingzhu Zhu, Chao Xu, Yi-Fang Wu7) A Framework For Flexible Educational Data Mining—Kyle DeFreitas, Margaret BernardSESSION: LATE BREAKING PAPERS AND POSITION PAPERS: DATA MINING1) Author Attribution of Thomas Paine Work—Smiljana Petrovic, Gary Berton, Robert Schiaffino, Lubomir Ivanov2) Identifying Outliers in Human Movement Trajectories Clustered By Hausdorff Distance—Shibin Parameswaran, Jeffrey Ellen3) Automatic Solar Cavity Detection Using Haar Cascade Classifier—Aijuan Dong, Athena Johnson, George Dimitoglou, Joshua Shelley4) Processing of Kuala Lumpur Stock Exchange Resident on Hadoop MapReduce—Hui Kim Law, Saeed Aghabozorgi, Say Er Lim, Ying Wah Teh , Tutut Herawan5) Generating Well-Behaved Learning Curves: An Empirical Study—Gary Weiss, Alexander Battistin6) Determination of Fake Reviews in Hospitality Sector—Manish Goswami, S K Gupta
