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 LATE PAPERS - DATA MINING

Optimizing Condition Monitoring of Big Data Systems	127-131
David Baglee, Unai Gorostegu, Erkki Jantunen, Jaime Campos, Pankaj Sharma   Administered by Universal Conference Management Systems & Support (UCMSS) ** San Diego, California, USA **