Volume 2; Issue 1

Main
Journal of Big Data
Volume 2; Issue 1

Journal of Big Data

Volume 2; Issue 1

1

A survey on platforms for big data analytics

Singh, Dilpreet, Reddy, Chandan K

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

2

DCMS: A data analytics and management system for molecular simulation

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.58 MB

english, 2015

3

Contextual anomaly detection framework for big sensor data

Hayes, Michael A, Capretz, Miriam AM

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.53 MB

english, 2015

4

Intrusion detection and Big Heterogeneous Data: a Survey

Zuech, Richard, Khoshgoftaar, Taghi M, Wald, Randall

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.44 MB

english, 2015

5

Deep learning applications and challenges in big data analytics

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 486 KB

english, 2015

6

Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow

Trifunovic, Nemanja, Milutinovic, Veljko, Salom, Jakob, Kos, Anton

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 984 KB

english, 2015

7

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

Chopade, Pravin, Zhan, Justin

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.02 MB

english, 2015

8

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

Depeige, Audrey, Doyencourt, Dimitri

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 625 KB

english, 2015

9

Meta-MapReduce for scalable data mining

Liu, Xuan, Wang, Xiaoguang, Matwin, Stan, Japkowicz, Nathalie

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 757 KB

english, 2015

10

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.62 MB

english, 2015

11

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 3.00 MB

english, 2015

12

Sentiment analysis using product review data

Fang, Xing, Zhan, Justin

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.81 MB

english, 2015

13

Big data analytics: a survey

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.72 MB

english, 2015

14

Survey of review spam detection using machine learning techniques

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 578 KB

english, 2015

15

Sharing big biomedical data

Toga, Arthur W, Dinov, Ivo D

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.08 MB

english, 2015

16

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

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.65 MB

english, 2015

17

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

Olshannikova, Ekaterina, Ometov, Aleksandr, Koucheryavy, Yevgeni, Olsson, Thomas

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.17 MB

english, 2015

18

A data mining framework to analyze road accident data

Kumar, Sachin, Toshniwal, Durga

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.77 MB

english, 2015

19

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

Kaur, Amardeep, Datta, Amitava

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.05 MB

english, 2015

20

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

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 853 KB

english, 2015

21

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

Chopade, Pravin, Zhan, Justin

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 484 KB

english, 2015

22

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

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.93 MB

english, 2015

23

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

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 3.53 MB

english, 2015

24

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

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 2.30 MB

english, 2015

25

Big data in manufacturing: a systematic mapping study

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

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1.74 MB

english, 2015

26

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

Silva, Bruno, Marques, Nuno Cavalheiro

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 4.62 MB

english, 2015

27

Performance analysis of concurrent workflows

Kempa-Liehr, Andreas

Journal:

Journal of Big Data

Year:

2015

Language:

english

File:

PDF, 1002 KB

english, 2015

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