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: Research
| 17 October 2019

An analytical study of information extraction from unstructured and multidimensional big data

Authors: Kiran Adnan and Rehan Akbar
Content type: Research
| 16 October 2019

Improving the performance of support-vector machine by selecting the best features by Gray Wolf algorithm to increase the accuracy of diagnosis of breast cancer

Authors: Seyed Reza Kamel, Reyhaneh YaghoubZadeh and Maryam Kheirabadi
Content type: Research
| 16 October 2019

Emotion analysis of Arabic tweets using deep learning approach

Authors: Massa Baali and Nada Ghneim
Content type: Research
| 5 October 2019

Big data analysis and distributed deep learning for next-generation intrusion detection system optimization

Authors: Khloud Al Jallad, Mohamad Aljnidi and Mohammad Said Desouki
Content type: Research
| 27 September 2019

Unsupervised software defect prediction using median absolute deviation threshold based spectral classifier on signed Laplacian matrix

Authors: Aris Marjuni, Teguh B. Adji and Ridi Ferdiana

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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

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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

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

Articles

An analytical study of information extraction from unstructured and multidimensional big data

Improving the performance of support-vector machine by selecting the best features by Gray Wolf algorithm to increase the accuracy of diagnosis of breast cancer

Emotion analysis of Arabic tweets using deep learning approach

Big data analysis and distributed deep learning for next-generation intrusion detection system optimization

Unsupervised software defect prediction using median absolute deviation threshold based spectral classifier on signed Laplacian matrix

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

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