Ausgabe 1/2015
Inhalt (27 Artikel)
A survey on platforms for big data analytics
Dilpreet Singh, Chandan K Reddy
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
Deep learning applications and challenges in big data analytics
Maryam M Najafabadi, Flavio Villanustre, Taghi M Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic
Contextual anomaly detection framework for big sensor data
Michael A Hayes, Miriam AM Capretz
Intrusion detection and Big Heterogeneous Data: a Survey
Richard Zuech, Taghi M Khoshgoftaar, Randall Wald
Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow
Nemanja Trifunovic, Veljko Milutinovic, Jakob Salom, Anton Kos
Summarizing large text collection using topic modeling and clustering based on MapReduce framework
N K Nagwani
Structural and functional analytics for community detection in large-scale complex networks
Pravin Chopade, Justin Zhan
Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments
Audrey Depeige, Dimitri Doyencourt
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
Meta-MapReduce for scalable data mining
Xuan Liu, Xiaoguang Wang, Stan Matwin, Nathalie Japkowicz
Cabinet Tree: an orthogonal enclosure approach to visualizing and exploring big data
Yalong Yang, Kang Zhang, Jianrong Wang, Quang Vinh Nguyen
Database application model and its service for drug discovery in Model-driven architecture
Noriko Etani
A novel algorithm for fast and scalable subspace clustering of high-dimensional data
Amardeep Kaur, Amitava Datta
Choosing the right NoSQL database for the job: a quality attribute evaluation
João Ricardo Lourenço, Bruno Cabral, Paulo Carreiro, Marco Vieira, Jorge Bernardino
Erratum to: Structural and functional analytics for community detection in large-scale complex networks
Pravin Chopade, Justin Zhan
Big data in manufacturing: a systematic mapping study
Peter O’Donovan, Kevin Leahy, Ken Bruton, Dominic T. J. O’Sullivan
Big data analytics: a survey
Chun-Wei Tsai, Chin-Feng Lai, Han-Chieh Chao, Athanasios V. Vasilakos
Visualizing Big Data with augmented and virtual reality: challenges and research agenda
Ekaterina Olshannikova, Aleksandr Ometov, Yevgeni Koucheryavy, Thomas Olsson
Survey of review spam detection using machine learning techniques
Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada
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
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
A data mining framework to analyze road accident data
Sachin Kumar, Durga Toshniwal
The ubiquitous self-organizing map for non-stationary data streams
Bruno Silva, Nuno Cavalheiro Marques