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ORCIDJournal of Big Data, Volume 2
Volume 2, 2015
- Maryam M. Najafabadi, Flavio Villanustre
, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic:
Deep learning applications and challenges in big data analytics. 1 - Michael A. Hayes, Miriam A. M. Capretz:
Contextual anomaly detection framework for big sensor data. 2 - Richard Zuech, Taghi M. Khoshgoftaar, Randall Wald:
Intrusion detection and Big Heterogeneous Data: a Survey. 3 - Nemanja Trifunovic, Veljko Milutinovic, Jakob Salom, Anton Kos:
Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow. 4 - Xing Fang, Justin Zhan:
Sentiment analysis using product review data. 5 - Naresh Kumar Nagwani:
Summarizing large text collection using topic modeling and clustering based on MapReduce framework. 6 - Arthur W. Toga, Ivo D. Dinov:
Sharing big biomedical data. 7 - Dilpreet Singh, Chandan K. Reddy:
A survey on platforms for big data analytics. 8 - Anand Kumar, Vladimir Grupcev, Meryem Berrada, Joseph C. Fogarty, Yi-Cheng Tu, Xingquan Zhu, Sagar A. Pandit, Yuni Xia:
DCMS: A data analytics and management system for molecular simulation. 9 - Andreas W. Kempa-Liehr:
Performance analysis of concurrent workflows. 10 - Pravin Chopade, Justin Zhan:
Structural and functional analytics for community detection in large-scale complex networks. 11 - Audrey Depeige, Dimitri Doyencourt:
Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments. 12 - Syed S. Husain, Alexandr A. Kalinin, Anh Truong, Ivo D. Dinov:
SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information. 13 - Xuan Liu, Xiaoguang Wang, Stan Matwin, Nathalie Japkowicz:
Meta-MapReduce for scalable data mining. 14 - Yalong Yang, Kang Zhang, Jianrong Wang, Quang Vinh Nguyen:
Cabinet Tree: an orthogonal enclosure approach to visualizing and exploring big data. 15 - Noriko Etani:
Database application model and its service for drug discovery in Model-driven architecture. 16 - Amardeep Kaur, Amitava Datta:
A novel algorithm for fast and scalable subspace clustering of high-dimensional data. 17 - João Ricardo Lourenço, Bruno Cabral, Paulo Carreiro, Marco Vieira, Jorge Bernardino:
Choosing the right NoSQL database for the job: a quality attribute evaluation. 18 - Pravin Chopade, Justin Zhan:
Erratum to: Structural and functional analytics for community detection in large-scale complex networks. 19 - Peter O'Donovan, Kevin Leahy, Ken Bruton, Dominic T. J. O'Sullivan:
Big data in manufacturing: a systematic mapping study. 20 - Chun-Wei Tsai, Chin-Feng Lai, Han-Chieh Chao, Athanasios V. Vasilakos:
Big data analytics: a survey. 21 - Ekaterina Olshannikova, Aleksandr Ometov, Yevgeni Koucheryavy, Thomas Olsson:
Visualizing Big Data with augmented and virtual reality: challenges and research agenda. 22 - Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada:
Survey of review spam detection using machine learning techniques. 23 - Sara Landset, Taghi M. Khoshgoftaar, Aaron N. Richter, Tawfiq Hasanin:
A survey of open source tools for machine learning with big data in the Hadoop ecosystem. 24 - Peter O'Donovan, Kevin Leahy, Ken Bruton, Dominic T. J. O'Sullivan:
An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities. 25 - Sachin Kumar, Durga Toshniwal:
A data mining framework to analyze road accident data. 26 - Bruno Silva, Nuno Cavalheiro Marques:
The ubiquitous self-organizing map for non-stationary data streams. 27
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