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  1. Research

    Identification of top-K nodes in large networks using Katz centrality

    Network theory concepts form the core of algorithms that are designed to uncover valuable insights from various datasets. Especially, network centrality measures such as Eigenvector centrality, Katz centrality...

    Justin Zhan, Sweta Gurung and Sai Phani Krishna Parsa

    Journal of Big Data 2017 4:16

    Published on: 30 May 2017

  2. Research

    Botnet detection using graph-based feature clustering

    Detecting botnets in a network is crucial because bots impact numerous areas such as cyber security, finance, health care, law enforcement, and more. Botnets are becoming more sophisticated and dangerous day-b...

    Sudipta Chowdhury, Mojtaba Khanzadeh, Ravi Akula, Fangyan Zhang, Song Zhang, Hugh Medal, Mohammad Marufuzzaman and Linkan Bian

    Journal of Big Data 2017 4:14

    Published on: 12 May 2017

  3. Survey paper

    Big Data management in smart grid: concepts, requirements and implementation

    A smart grid is an intelligent electricity grid that optimizes the generation, distribution and consumption of electricity through the introduction of Information and Communication Technologies on the electric...

    Houda Daki, Asmaa El Hannani, Abdelhak Aqqal, Abdelfattah Haidine and Aziz Dahbi

    Journal of Big Data 2017 4:13

    Published on: 28 April 2017

  4. Survey paper

    Defining the execution semantics of stream processing engines

    The ability to process large volumes of data on the fly, as soon as they become available, is a fundamental requirement in today’s information systems. Modern distributed stream processing engines (SPEs) addre...

    Lorenzo Affetti, Riccardo Tommasini, Alessandro Margara, Gianpaolo Cugola and Emanuele Della Valle

    Journal of Big Data 2017 4:12

    Published on: 26 April 2017

  5. Research

    Toward building RDB to HBase conversion rules

    Cloud data stores that can handle very large amounts of data, such as Apache HBase, have accelerated the use of non-relational databases (coined as NoSQL databases) as a way of addressing RDB database limitati...

    R. Ouanouki, A. April, A. Abran, A. Gomez and J. M. Desharnais

    Journal of Big Data 2017 4:10

    Published on: 4 April 2017

  6. Research

    Modeling temporal aspects of sensor data for MongoDB NoSQL database

    Proliferation of structural, semi-structural and no-structural data, has challenged the scalability, flexibility and processability of the traditional relational database management systems (RDBMS). The next g...

    Nadeem Qaisar Mehmood, Rosario Culmone and Leonardo Mostarda

    Journal of Big Data 2017 4:8

    Published on: 31 March 2017

  7. Survey paper

    The design of an adaptive column-store system

    A fully self-managed DBMS which does not require administrator intervention is the ultimate goal of database developers. This system should automate deploying, configuration, administration, monitoring, and tu...

    George Chernishev

    Journal of Big Data 2017 4:5

    Published on: 23 March 2017

  8. Short report

    Quality management architecture for social media data

    Social media data has provided various insights into the behaviour of consumers and businesses. However, extracted data may be erroneous, or could have originated from a malicious source. Thus, quality of soci...

    Pekka Pääkkönen and Juha Jokitulppo

    Journal of Big Data 2017 4:6

    Published on: 23 March 2017

  9. Survey paper

    Conceptualizing Big Social Data

    The popularity of social media and computer-mediated communication has resulted in high-volume and highly semantic data about digital social interactions. This constantly accumulating data has been termed as B...

    Ekaterina Olshannikova, Thomas Olsson, Jukka Huhtamäki and Hannu Kärkkäinen

    Journal of Big Data 2017 4:3

    Published on: 25 January 2017

  10. Research

    Vaccination allocation in large dynamic networks

    Network infections that are already in progress cause challenges to those officers trying to preserve those nodes not yet infected. Static solutions can take advantage of global knowledge of the network to pro...

    Justin Zhan, Timothy Rafalski, Gennady Stashkevich and Edward Verenich

    Journal of Big Data 2017 4:2

    Published on: 13 January 2017

  11. Research

    A new method of large-scale short-term forecasting of agricultural commodity prices: illustrated by the case of agricultural markets in Beijing

    In order to forecast prices of arbitrary agricultural commodity in different wholesale markets in one city, this paper proposes a mixed model, which combines ARIMA model and PLS regression method based on time...

    Haoyang Wu, Huaili Wu, Minfeng Zhu, Weifeng Chen and Wei Chen

    Journal of Big Data 2017 4:1

    Published on: 9 January 2017

  12. Research

    Limited random walk algorithm for big graph data clustering

    Graph clustering is an important technique to understand the relationships between the vertices in a big graph. In this paper, we propose a novel random-walk-based graph clustering method. The proposed method ...

    Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz and Moncef Gabbouj

    Journal of Big Data 2016 3:26

    Published on: 1 December 2016

  13. Survey paper

    Big data privacy: a technological perspective and review

    Big data is a term used for very large data sets that have more varied and complex structure. These characteristics usually correlate with additional difficulties in storing, analyzing and applying further pro...

    Priyank Jain, Manasi Gyanchandani and Nilay Khare

    Journal of Big Data 2016 3:25

    Published on: 26 November 2016

  14. Research

    TreeNet analysis of human stress behavior using socio-mobile data

    Human behavior is essentially social and humans start their daily routines by interacting with others. There are many forms of social interactions and we have used mobile phone based social interaction feature...

    B. Padmaja, V. V. Rama Prasad and K. V. N. Sunitha

    Journal of Big Data 2016 3:24

    Published on: 16 November 2016

  15. Research

    An optimized approach for community detection and ranking

    Community structures and relation patterns, and ranking them for social networks provide us with great knowledge about network. Such knowledge can be utilized for target marketing or grouping similar, yet dist...

    Matin Pirouz, Justin Zhan and Shahab Tayeb

    Journal of Big Data 2016 3:22

    Published on: 10 November 2016

  16. Research

    Data-aware optimization of bioinformatics workflows in hybrid clouds

    Life Sciences have been established and widely accepted as a foremost Big Data discipline; as such they are a constant source of the most computationally challenging problems. In order to provide efficient sol...

    Athanassios M. Kintsakis, Fotis E. Psomopoulos and Pericles A. Mitkas

    Journal of Big Data 2016 3:20

    Published on: 21 October 2016

  17. Research

    Big data analysis for financial risk management

    A very important area of financial risk management is systemic risk modelling, which concerns the estimation of the interrelationships between financial institutions, with the aim of establishing which of them...

    Paola Cerchiello and Paolo Giudici

    Journal of Big Data 2016 3:18

    Published on: 1 October 2016

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Journal of Big Data Accepted into Scopus!

We are pleased to announce that the Journal of Big Data has been accepted into Scopus, the world's largest abstract and citation database of peer-reviewed literature. Read more about the journal's abstract and indexing on the 'About' page.

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