Issue 1/2016
Content (26 Articles)
Data stream clustering by divide and conquer approach based on vector model
Madjid Khalilian, Norwati Mustapha, Nasir Sulaiman
Mining Chinese social media UGC: a big-data framework for analyzing Douban movie reviews
Jie Yang, Brian Yecies
An AppGallery for dataflow computing
Nemanja Trifunovic, Veljko Milutinovic, Nenad Korolija, Georgi Gaydadjiev
Role of big-data in classification and novel class detection in data streams
M. B. Chandak
Feasibility analysis of AsterixDB and Spark streaming with Cassandra for stream-based processing
Pekka Pääkkönen
Topic discovery and future trend forecasting for texts
Jose L. Hurtado, Ankur Agarwal, Xingquan Zhu
A novel framework to analyze road accident time series data
Sachin Kumar, Durga Toshniwal
A survey of transfer learning
Karl Weiss, Taghi M. Khoshgoftaar, DingDing Wang
Towards shortest path identification on large networks
Haysam Selim, Justin Zhan
Spatial data extension for Cassandra NoSQL database
Mohamed Ben Brahim, Wassim Drira, Fethi Filali, Noureddine Hamdi
Optimized relativity search: node reduction in personalized page rank estimation for large graphs
Matin Pirouz, Justin Zhan
Analysis of hourly road accident counts using hierarchical clustering and cophenetic correlation coefficient (CPCC)
Sachin Kumar, Durga Toshniwal
Multi-method approach to wellness predictive modeling
Ankur Agarwal, Christopher Baechle, Ravi S. Behara, Vinaya Rao
Identification of top-K influential communities in big networks
Justin Zhan, Vivek Guidibande, Sai Phani Krishna Parsa
d2o: a distributed data object for parallel high-performance computing in Python
Theo Steininger, Maksim Greiner, Frederik Beaujean, Torsten Enßlin
Big data analysis for financial risk management
Paola Cerchiello, Paolo Giudici
Analyzing performance of Apache Tez and MapReduce with hadoop multinode cluster on Amazon cloud
Rupinder Singh, Puneet Jai Kaur
Data-aware optimization of bioinformatics workflows in hybrid clouds
Athanassios M. Kintsakis, Fotis E. Psomopoulos, Pericles A. Mitkas
An efficient strategy for the collection and storage of large volumes of data for computation
Uthayanath Suthakar, Luca Magnoni, David Ryan Smith, Akram Khan, Julia Andreeva
An optimized approach for community detection and ranking
Matin Pirouz, Justin Zhan, Shahab Tayeb
Understanding big data themes from scientific biomedical literature through topic modeling
Allard J. van Altena, Perry D. Moerland, Aeilko H. Zwinderman, Sílvia D. Olabarriaga
TreeNet analysis of human stress behavior using socio-mobile data
B. Padmaja, V. V. Rama Prasad, K. V. N. Sunitha
Big data privacy: a technological perspective and review
Priyank Jain, Manasi Gyanchandani, Nilay Khare
Limited random walk algorithm for big graph data clustering
Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj