Proceedings of the 2017 International Conference on Data Mining

DMIN'17 Table of Contents

Editor(s): Robert Stahlbock, Mahmoud Abou-Nasr, Gary M. Weiss
ISBN: 1-60132-453-7 | Copyright © 2017 CSREA Press | United States of America


SPECIAL SESSION ON REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES

Mining Large Point Clouds for Feature Matching of LIDAR Datasets using Self-Similarity 3-9
Daniel Pulido, Anthony Stefanidis
A Predictive Analytics Approach to Project Management: Reducing Project Failures in Web & Software Development Projects 10-16
Tazeen Fatima
A Novel Approach to Coke Strength Prediction Using Self Organizing Maps 17-23
Lauren North, Karen Blackmore, Keith Nesbitt, Kim Hockings, Merrick Mahoney
Detecting Influenza Outbreaks in United States by Analyzing Climatic Heat Maps Using Convolutional Neural Network 24-27
Juhyeon Kim
An Attempt for Detecting Transonic Buffet Signature via Unsteady-Data Mining 28-33
Kazuhisa Chiba, Shinya Watanabe, Masaya Nakata, Yuhei Umeda, Naoki Hamada, Kanako Yasue, Koji Suzuki, Shigeru Kuchi-Ishi, Kazuyuki Nakakita, Takeshi Ito
Using Time Series Forecasting for Adaptive Traffic Signal Control 34-39
Sungkyun Kim, Miclain Keffeler, Travis Atkison, Alex Hainen
Data Mining the Effects of Testing Conditions on Brain Biomechanical Properties 40-44
Folly Crawford, Osama AbuOmar, Mike Jones, Roger King, Raj Prabhu
Predicting Vulnerable Threats Location in Real Time 45-48
Sandeep Rawat

CLUSTERING, ASSOCIATION + WEB, TEXT, MULTIMEDIA MINING + SOFTWARE

Discovering Deep Knowledge from Relational Data by Attribute-Value Association 51-57
Andrew K. C. Wong, Pei-Yuan Zhou, Antonio Sze-To
GALILEO: A Generalized Low-Entropy Mixture Model 58-64
Cetin Savkli, Jeffrey Lin, Philip Graff, Matthew Kinsey
Table based AHC for Text Clustering 65-68
Taeho Jo
ASSOCRULE - Association Rule Mining Tool 69-72
Aboubekeur Hamdi-Cherif , Chafia Kara-Mohamed, Hessa S. Alshammeri, Lubna M.N. Al-Sawaf
Fake Filtering in Advertising Restaurant Blogs Using Machine Learning Methods 73-76
Jae Young Chang, Han-joon Kim, Jong Hoon Chun
Pushing Sequential Constraints into Unordered Tree Mining Algorithms 77-83
Wei Gao, Zhihui Du, Sen Zhang
Mining Ordinance Data from the Web for Smart City Development 84-90
Xu Du, Aparna S. Varde, Robert W. Taylor
A Repeated Sampling and Clustering Method for Intrusion Detection 91-96
Kassim Mwitondi, Shahrzad Zargari

REGRESSION AND CLASSIFICATION

A Probabilistic Signal Representation for Detecting Faults in Highly Fragmented and Down-Sampled Vibration Signals 99-104
Dean Lee, Vincent Siu, Rick Cruz, Glenn Tolentino, Charles Yetman, Phu Thoi
Labeling Author Affiliations in Biomedical Articles using Markov Model Classifier 105-110
Jongwoo Kim, Soyoung Hong, George R. Thoma
SVM Constraint Discovery using KN applied to the Identification of Cyberbullying 111-117
Daniel Ducharme, Leandro Costa, Lisa DiPippo, Lutz Hamel
Application of Machine Learning Methods to Predict Non-alcohol Fatty Liver Disease in Taiwanese High-tech Industry Workers 118-123
Yu-Han Cheng, Cheng-Ying Chou, Yvonne Hsiung