ABDA'16
The 2016 International Conference on Advances in Big Data
Analytics
Foreword
PROTEIN CLASSIFICATION, STRUCTURE PREDICTION, AND
COMPUTATIONAL STRUCTURAL BIOLOGY
Bidirectional Representation and Backpropagation Learning
3
Olaoluwa Adigun, Bart Kosko
Processing and Analysis of Large Data Sets Using High Performance
10
Computing: Beyond Experimental Data
Brian Panneton, Brian Henz, Pritesh Patel, James Adametz
Event Sequence Detection over Interval-Based Event Streams
17
Salah Ahmed, Olga Poppe, Elke A. Rundensteiner
Efficient Lossless Compression of 4D Hyperspectral Image Data
24
Hongda Shen, W. David Pan, Yuhang Dong
String Vector Based KNN for Index Optimization
31
Taeho Jo
Data Quality Evaluation Previous to Big Data Analytics
37
M. Mejia-Lavalle, J. Perez-Ortega, A. Magadan-Salazar, E. Perez-Luna, G. Reyes
Salgado, D. Mujica Vargas
GENE EXPRESSION, REGULATORY NETWORKS,
MICROARRAY, SEQUENCING, ALIGNMENT, AND RELATED
STUDIES
A Novel Control-flow based Intrusion Detection Technique for Big Data
45
Systems
Santosh Aditham, Nagarajan Ranganathan
Big Data to Optimise Product Strategy in the Electronics Industry
52
Nawaz Khan, Vijayalakshmi Subbiah, Elli Georgiadou, Angela Repanovich
Effective Detecting MicroblogSpammers Using Big Data Fusion Algorithm
59
Yang Qiao, Huaping Zhang, Yanping Zhao, Yu Zhang, Yu Min
A Preliminary Report on Infusing Data-Enabled Active Learning in
66
Undergraduate CS Mathematics and Statistics Courses
Carl Pettis, Rajendran Swamidurai, Ash Abebe
The Impact of Macroeconomic Factors on Saudi Stock Market (Tadawul)
71
Prices
Mu'tasem Jarrah, Naomie Salim
Bigdata Platform based Approach for Defending against DDoS
77
Yoon Joo Chae, Nikitha Johnsirani Venkatesan, Dong Ryeol Shin
Application of Deep Convolutional Neural Networks for Detecting Extreme
81
Weather in Climate Datasets
Yunjie Liu, Evan Racah, . Prabhat, Joaquin Correa, Amir Khosrowshahi, David
Lavers, Kenneth Kunkel, Michael Wehner, William Collins
SYSTEMS BIOLOGY AND RNA SEQUENCE DATA PROCESSING
+ HIGH PERFORMANCE COMPUTING
Star Plot Visualization of Ultrahigh Dimensional Multivariate Data
91
Shabana Sangli, Gurminder Kaur, Bijaya B. Karki
Simulating Spatial Correlation for Catastrophic Events
98
Georg Hofmann
Detecting Sarcastic Tweets: A SentiStrength Modeling Approach
102
samaneh Nadali, Masrah Azrifah Azmi Murad , Nurfadhlina Mohamad Sharef
Why We Need Big Data?
107
Eizo Kinoshita, Takafumi Mizuno
POSTER PAPERS
Data-Driven Algorithms for Fault Detection and Diagnosis in Industrial
115
Process
Mohamed El Koujok, Mouloud Amazouz
Data and Parity Block Placement Policy to Enhance Storage Eficiency and
117
Utilization
Dayeon Kim, Dongryul Shin
Document Outline