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MERCURY LEARNING and INFORMATION provides print and digital content in the areas of science and medicine, technology and computing, engineering, and mathematics (STEM disciplines) designed for the professional/reference, trade, library, higher education, career school, and online training markets. We embrace both traditional and innovative publishing models designed to accommodate the needs of the intended audience by using the appropriate delivery methods.
Advances in Big Data Analytics
The 2014 WorldComp International Conference Proceedings
ISBN: 978-1-60132-264-7
Pub Date: September 2014
Specs: 8 x 11 Paperback
Pages: 280
Price: $84.95
Contents
SESSION: APPLICATIONS OF BIG DATA + SOFTWARE TOOLS
Application-Agnostic Streaming Bayesian Inference via Apache Storm
Todd Wasson, Ana Paula de Oliveira Sales
Multicore Construction of k-d Trees for High Dimensional Point Data
Victor Lu, John C. Hart
Design and Implementation of a Cloud-Based Big Data Programming Service
Yen-Yu Lin, Shu-Ming Chang, Su-Shien Ho, Ying-Ti Liao, Hsing-Chang Chou, Shih-Chang Chen,
Xuan-Yi Lin, Jiazheng Zhou, Yeh-Ching Chung
ARIANA: Adaptive Robust and Integrative Analysis for finding Novel Associations
Vida Abedi, Mohammed Yeasin, Ramin Zand
A Software Toolkit for Stock Data Analysis Using Social Network Analysis Approach
Junyan Zhang, Donglei Du, Weichang Du
A Visual Decision-Guided Analytics Tool for Finding the Viable Shortest Path over
Geospatiotemporal Data
Chun-Kit Ngan
Using Influence for Navigation in Online Social Networks
Bastien Lebayle, Mehran Asadi, Afrand Agah
Sentiment Analysis for Mobile SNS Data
Il-Kyu Ha, Bong-Hyun Back, SeonHwan Kim, Byoungchul Ahn
E-commerce Evolution based on the Perspective of Network Effects:A Multi-case Study in
China
Peng Shao, Ping Hu, Jie Qi
Estimating the Visit and Content Association of Websites with their Weblogs
Hyun-Ho Lee, Jong-Min Lee, Nam-Hun Park, Won-Suk Lee
SESSION: ALGORITHMS FOR BIG DATA
Noise Benefits in Convolutional Neural Networks
Kartik Audhkhasi, Osonde Osoba, Bart Kosko
On Walsh-Fourier Bispectral Analysis
Mahmoud Gabr, Mahmoud El-Hashash, Gehan Sabbah
Reasearch of Decision Tree on YARN Using MapReduce and Spark
Hua Wang, Bin Wu, Shuai Yang, Bai Wang, Yang Liu
Kernel Approach to Incomplete Data Analysis (KAIDA)
S.Y. Kung, Pei-Yuan Wu
On the usage of Sorting Networks to Big Data
Blanca Lopez, Nareli Cruz-Cortes
Client Based Power Iteration Clustering Algorithm to Reduce Dimensionality in Big Data
Jayalatchumy Dhanapal, Thambidurai Perumal
SESSION: BIG DATA MANAGEMENT AND FRAMEWORKS
Real-Time Data/Information Storage and Retrieval in Autonomous AI Systems
James Crowder, John Carbone
Transparency and Efficiency in Grid Computing for Big Data
Paul L. Bergstein
Integration of Big Data Components for NoSQL Problems
Greg Speegle, Erich Baker
Comparison and Review of Memory Allocation and File Access Techniques and Techniques
preferred for Distributed Systems
Muazzam A. Khan Khattak, Nauman Nisar
SESSION: BIG DATA SEARCH AND MINING METHODS
Decomposition of Inverted Lists and Word Labeling: A New Index Structure for Text Search
Yangjun Chen, Weixin Shen
MPGM: A Mixed Parallel Big Graph Mining Tool
Pengjiang Ma, Bin Wu, Liu Yang, Hongxu Wang
Spatial Association Mining of Focal Events in Cloud Computing
Sang Jun Park, Jin Soung Yoo
Spectrum Recognition in Large-Scale Cognitive Radio Networks With Spectral Data Mining
Adam Anderson, Charles Witherspoon, Behnaz Papari
SESSION: SECURITY AND PRIVACY IN THE ERA OF BIG DATA AND RISK
ANALYSIS
Some Risk Measures and Their Applications in Financial Data Analysis
Qi Tang, Linghua Zhang
The Use of Fully Homomorphic Encryption in Data Mining with Privacy Preserving
Laecio A. Costa, Ruy J. B. de Queiroz
Secure Outsourcing Multiparty Computation on Lattice-based Encrypted Cloud Data under
Multiple Keys
Yi Sun, Qiaoyan Wen, Hua Zhang, Zhengping Jin
SESSION: LATE BREAKING PAPERS AND POSITION PAPERS: BIG DATA ANALYTICS AND RELATED ISSUES
Querying Clusters of Biological Sequences
Vicente Molieri, Lina Karam, Zoe Lacroix
MapReduce-Accelerated Framework for Identifying Minimum-Sized Influential Vertices on
Large-Scale Weighted Graphs
Ying Xie, Jing He, Vijay Raghavan
Lessons Learned: Building a Big Data Research and Education Infrastructure
George Hsieh, Raymond Sye, Shontae Vincent, Wallace Hendricks
Big Data System Design for Digital Library Middleware
Behrooz Seyed-Abbassi, Chris Carey
Finding Critical Samples for Mining Big Data
Andrew Sung, Bernardete Ribeiro, Qingzhong Liu, Divya Suryakumar
Semantic Indexing of Big Data Using a Hierarchical, Multidimensional Scheme
Ronald Wroblewski
Social Event Radar (SERv2.0): Efficient Dynamic Adjustment Mechanism of Distributed
Web Crawlers in Social Networks
Tsun Ku, Cheng-Hung Tsai, Ping-Yen Yang, Ming-Jen Chen
Finding Local and Periodic Association Rules from Fuzzy Temporal Data
Fokrul Mazarbhuiya, Mohamed Shenify, Mohammed Husamuddin
William Yang, Kenji Yoshigoe, Xiang Qin, Jun Liu, A Keith Dunker, Youping Deng, Weida Tong,
Andrzej Niemieko, Jack Yang, Yunlong Liu, Zhongxue Chen, Liangjiang Wang, Dong Xu, Hamid
Arabnia, Mary Yang
Exploring and Analyzing Big Data Processing Technology Based on the EMU
Qiming Niu, Feng Liu, Jie Liu, Chun Zhang
Big Data Architecture for Large-scale Scientific Computing
Benoit Lange, Toan Nguyen
Graph Database for Agent Based Emergency Response Model
Safiye Sencer, Kutlu Eren
Blur Detection For Video Streams In The Compressed Domain
Zhenyu Wu, Daiying Zhou, Hong Hu