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Journal

Journal of Big Data

Journal of Big Data 1/2015

Issue 1/2015

Table of Contents ( 27 Articles )

01-12-2015 | Survey paper | Issue 1/2015 Open Access

A survey on platforms for big data analytics

Dilpreet Singh, Chandan K Reddy

01-12-2015 | CASE STUDY | Issue 1/2015 Open Access

DCMS: A data analytics and management system for molecular simulation

Anand Kumar, Vladimir Grupcev, Meryem Berrada, Joseph C Fogarty, Yi-Cheng Tu, Xingquan Zhu, Sagar A Pandit, Yuni Xia

01-12-2015 | Research | Issue 1/2015 Open Access

Deep learning applications and challenges in big data analytics

Maryam M Najafabadi, Flavio Villanustre, Taghi M Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic

01-12-2015 | Research | Issue 1/2015 Open Access

Contextual anomaly detection framework for big sensor data

Michael A Hayes, Miriam AM Capretz

01-12-2015 | SURVEY PAPER | Issue 1/2015 Open Access

Intrusion detection and Big Heterogeneous Data: a Survey

Richard Zuech, Taghi M Khoshgoftaar, Randall Wald

01-12-2015 | Methodology | Issue 1/2015 Open Access

Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow

Nemanja Trifunovic, Veljko Milutinovic, Jakob Salom, Anton Kos

01-12-2015 | Methodology | Issue 1/2015 Open Access

Sentiment analysis using product review data

Xing Fang, Justin Zhan

01-12-2015 | Research | Issue 1/2015 Open Access

Summarizing large text collection using topic modeling and clustering based on MapReduce framework

N K Nagwani

01-12-2015 | Short report | Issue 1/2015 Open Access

Sharing big biomedical data

Arthur W Toga, Ivo D Dinov

01-12-2015 | Research | Issue 1/2015 Open Access

Performance analysis of concurrent workflows

Andreas Kempa-Liehr

01-12-2015 | Research | Issue 1/2015 Open Access

Structural and functional analytics for community detection in large-scale complex networks

Pravin Chopade, Justin Zhan

01-12-2015 | survey paper | Issue 1/2015 Open Access

Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments

Audrey Depeige, Dimitri Doyencourt

01-12-2015 | Research | Issue 1/2015 Open Access

SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information

Syed S Husain, Alexandr Kalinin, Anh Truong, Ivo D Dinov

01-12-2015 | Methodology | Issue 1/2015 Open Access

Meta-MapReduce for scalable data mining

Xuan Liu, Xiaoguang Wang, Stan Matwin, Nathalie Japkowicz

01-12-2015 | Research | Issue 1/2015 Open Access

Cabinet Tree: an orthogonal enclosure approach to visualizing and exploring big data

Yalong Yang, Kang Zhang, Jianrong Wang, Quang Vinh Nguyen

01-12-2015 | Research | Issue 1/2015 Open Access

Database application model and its service for drug discovery in Model-driven architecture

Noriko Etani

01-12-2015 | Research | Issue 1/2015 Open Access

A novel algorithm for fast and scalable subspace clustering of high-dimensional data

Amardeep Kaur, Amitava Datta

01-12-2015 | Research | Issue 1/2015 Open Access

Choosing the right NoSQL database for the job: a quality attribute evaluation

João Ricardo Lourenço, Bruno Cabral, Paulo Carreiro, Marco Vieira, Jorge Bernardino

01-12-2015 | Erratum | Issue 1/2015 Open Access

Erratum to: Structural and functional analytics for community detection in large-scale complex networks

Pravin Chopade, Justin Zhan

01-12-2015 | Survey paper | Issue 1/2015 Open Access

Big data in manufacturing: a systematic mapping study

Peter O’Donovan, Kevin Leahy, Ken Bruton, Dominic T. J. O’Sullivan

01-12-2015 | Survey paper | Issue 1/2015 Open Access

Big data analytics: a survey

Chun-Wei Tsai, Chin-Feng Lai, Han-Chieh Chao, Athanasios V. Vasilakos

01-12-2015 | Survey paper | Issue 1/2015 Open Access

Visualizing Big Data with augmented and virtual reality: challenges and research agenda

Ekaterina Olshannikova, Aleksandr Ometov, Yevgeni Koucheryavy, Thomas Olsson

01-12-2015 | Survey paper | Issue 1/2015 Open Access

Survey of review spam detection using machine learning techniques

Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada

01-12-2015 | Survey paper | Issue 1/2015 Open Access

A survey of open source tools for machine learning with big data in the Hadoop ecosystem

Sara Landset, Taghi M. Khoshgoftaar, Aaron N. Richter, Tawfiq Hasanin

01-12-2015 | Research | Issue 1/2015 Open Access

An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities

P. O’Donovan, K. Leahy, K. Bruton, D. T. J. O’Sullivan

01-12-2015 | Research | Issue 1/2015 Open Access

A data mining framework to analyze road accident data

Sachin Kumar, Durga Toshniwal

01-12-2015 | Methodology | Issue 1/2015 Open Access

The ubiquitous self-organizing map for non-stationary data streams

Bruno Silva, Nuno Cavalheiro Marques

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