2018 Open access highlights in Computer Science

Looking back at the past year to inspire the future

Computer science open access highlights

We're taking a look back and to reflect on some of the most popular Computer science research, to inspire us as we begin the new year.

Read and share our key articles and journals - our research is fully open access, and are freely available online on a permanent basis to a wide global audience.

Top 10 Most Downloaded Articles
Top 10 Most Cited Articles

10 Most Downloaded Journal Articles

The open access articles listed have over 150,000 downloads in the past year:

Instagram photos reveal predictive markers of depression from EPJ Data Science
Deep learning applications and challenges in big data analytics from Journal of Big Data
Sentiment analysis using product review data from Journal of Big Data
Visual SLAM algorithms: a survey from 2010 to 2016 from IPSJ Transactions on Computer Vision and Applications
Analysis of agriculture data using data mining techniques: application of big data from Journal of Big Data
A survey of transfer learning from Journal of Big Data
Applications of big data to smart cities from Journal of Internet Services and Applications
Big data privacy: a technological perspective and review from Journal of Big Data
Big data analytics: a survey from Journal of Big Data
Visualizing Big Data with augmented and virtual reality: challenges and research agenda from Journal of Big Data

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Highly Cited Journal Articles

What are the some of the most cited articles? Find out more below.

Instagram photos reveal predictive markers of depression from EPJ Data Science
A roadmap for the computation of persistent homology from EPJ Data Science
An enhanced security framework for home appliances in smart home from Human-centric Computing and Information Sciences
PLC-based design of monitoring system for ICT-integrated vertical fish farm from Human-centric Computing and Information Sciences
The convergence computing model for big sensor data mining and knowledge discovery from Human-centric Computing and Information Sciences
Optimization of sentiment analysis using machine learning classifiers from Human-centric Computing and Information Sciences
Monitoring of the daily living activities in smart home care from Human-centric Computing and Information Sciences

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