Journal of Big Data

Featured article: DIMPL: a distributed in-memory drone flight path builder system

Drones are increasingly being used to perform risky and labor intensive aerial tasks cheaply and safely. To ensure operating costs are low and flights autonomous, their flight plans must be pre-built. In existing techniques drone flight paths are not automatically pre-calculated based on drone capabilities and terrain information. This paper presents details of an automated flight plan builder DIMPL that pre-builds flight plans for drones tasked with surveying a large area to take photographs of electric poles to identify ones with hazardous vegetation overgrowth.

Content type: Methodology
| 7 August 2019

Traffic flow estimation with data from a video surveillance camera

Authors: Aleksandr Fedorov, Kseniia Nikolskaia, Sergey Ivanov, Vladimir Shepelev and Alexey Minbaleev
Content type: Research
| 3 August 2019

Evaluation of maxout activations in deep learning across several big data domains

Authors: Gabriel Castaneda, Paul Morris and Taghi M. Khoshgoftaar
Content type: Research
| 3 August 2019

Big data analytics: a link between knowledge management capabilities and superior cyber protection

Authors: Peter Oluseyi Obitade
Content type: Research
| 3 August 2019

Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures

Authors: Marco Roccetti, Giovanni Delnevo, Luca Casini and Giuseppe Cappiello
Content type: Research
| 31 July 2019

Examining characteristics of predictive models with imbalanced big data

Authors: Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy and Naeem Seliya

Most recent articles RSS

View all articles

Content type: Research
| 24 February 2015

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: Methodology
| 16 June 2015

Sentiment analysis using product review data

Authors: Xing Fang and Justin Zhan
Content type: Survey paper
| 1 October 2015

Big data analytics: a survey

Authors: Chun-Wei Tsai, Chin-Feng Lai, Han-Chieh Chao and Athanasios V. Vasilakos
Content type: Survey paper
| 24 June 2014

A review of data mining using big data in health informatics

Authors: Matthew Herland, Taghi M Khoshgoftaar and Randall Wald
Content type: Survey paper
| 5 November 2015

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

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

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.

Open Article Collection

Advanced Soft Computing Methodologies and Applications in Social Media Big Data Analytics

Lead Guest Editor

Zhiyong Zhang, Distinguished Professor, Henan University of Science & Technology, China

Guest Editors

Kun Hua, Lawrence Technology University, USA
Arun Kumar Sangaiah, VIT University, India

Journal of Big Data

Featured article: DIMPL: a distributed in-memory drone flight path builder system

Articles

Traffic flow estimation with data from a video surveillance camera

Evaluation of maxout activations in deep learning across several big data domains

Big data analytics: a link between knowledge management capabilities and superior cyber protection

Is bigger always better? A controversial journey to the center of machine learning design, with uses and misuses of big data for predicting water meter failures

Examining characteristics of predictive models with imbalanced big data

Deep learning applications and challenges in big data analytics

Sentiment analysis using product review data

Big data analytics: a survey

A review of data mining using big data in health informatics

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

Aims and scope

Open Article Collection

Follow

Annual Journal Metrics

Latest Tweets