Journal of Big Data

Do you have an idea for a thematic series (special issue)? Let us know!

Call for papers: Advanced bio-inspired deep learning algorithms for multi-modal perceptual big data analysis in car-driver assistance systems

Next generation cars collect a wide variety of data coming from different systems that need to be processed and merged in order to provide adequate car driving assistance. The thematic series will look at approaches to car-driver assistance systems that make use of sophisticated bio-inspired algorithms and modern deep learning approaches.

Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets

Authors: Phuong Pho and Alexander V. Mantzaris

Content type: Research

20 October 2020
Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia

Authors: Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany and Aniati Murni Arymurthy

Content type: Research

19 October 2020
A predictive noise correction methodology for manufacturing process datasets

Authors: Omogbai Oleghe

Content type: Methodology

17 October 2020
Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure

Authors: E. A. Huerta, Asad Khan, Edward Davis, Colleen Bushell, William D. Gropp, Daniel S. Katz, Volodymyr Kindratenko, Seid Koric, William T. C. Kramer, Brendan McGinty, Kenton McHenry and Aaron Saxton

Content type: Survey Paper

16 October 2020
Deep anomaly detection through visual attention in surveillance videos

Authors: Nasaruddin Nasaruddin, Kahlil Muchtar, Afdhal Afdhal and Alvin Prayuda Juniarta Dwiyantoro

Content type: Research

16 October 2020

Most recent articles RSS

View all articles

Deep learning applications and challenges in big data analytics

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

Content type: Research

24 February 2015
A survey on Image Data Augmentation for Deep Learning

Authors: Connor Shorten and Taghi M. Khoshgoftaar

Content type: Survey paper

6 July 2019
Sentiment analysis using product review data

Authors: Xing Fang and Justin Zhan

Content type: Methodology

16 June 2015
Big data analytics: a survey

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

Content type: Survey paper

1 October 2015
A survey of transfer learning

Authors: Karl Weiss, Taghi M. Khoshgoftaar and DingDing Wang

Content type: Survey paper

28 May 2016

Most accessed articles RSS

View all articles

Aims and scope

The Journal of Big Data publishes high-quality, scholarly research papers, methodologies and case studies covering a broad range of topics, from big data analytics to data-intensive computing and all applications of big data research. The journal examines the challenges facing big data today and going forward including, but not limited to: data capture and storage; search, sharing, and analytics; big data technologies; data visualization; architectures for massively parallel processing; data mining tools and techniques; machine learning algorithms for big data; cloud computing platforms; distributed file systems and databases; and scalable storage systems. Academic researchers and practitioners will find the Journal of Big Data to be a seminal source of innovative material.

Journal of Big Data

Do you have an idea for a thematic series (special issue)? Let us know!

Call for papers: Advanced bio-inspired deep learning algorithms for multi-modal perceptual big data analysis in car-driver assistance systems

Articles

Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia

A predictive noise correction methodology for manufacturing process datasets

Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure

Deep anomaly detection through visual attention in surveillance videos

Deep learning applications and challenges in big data analytics

A survey on Image Data Augmentation for Deep Learning

Sentiment analysis using product review data

Big data analytics: a survey

A survey of transfer learning

Aims and scope

Follow

Annual Journal Metrics

Latest Tweets