During December we analysed millions of academic papers in Computer Science to discover the top 5 articles being read by Mendeley users in the Computer Science discipline. We believe these papers will have an impact on the influential academic papers of tomorrow.

Mendeley Trending considers the number of people reading a specific paper, the change in number of new readers within a timeframe and how recently the paper was published.

Some of these papers can be viewed on the Mendeley Web Catalog page, and to access others you may need to click on ‘Get full text’ to view it on the publisher’s site.

• Topics in this list: Internet of Things, Neural Machine Translation, Adversarial Nets, Big Data Prediction

A) A survey on Internet of Things architectures (1008 Readers)

Internet of Things is a platform where every day devices become smarter, every day processing becomes intelligent, and every day communication becomes informative. While the Internet of Things is still seeking its own shape…

Ray P. P. in Journal of King Saud University – Computer and Information Sciences (2018)

B) Neural Machine Translation of Rare Words with Subword Units (563 Readers)

Neural machine translation (NMT) models typically operate with a fixed vocabulary, so the translation of rare and unknown words is an open problem…

Sennrich R. et al. in ACL (2016)

C) Effective Approaches to Attention-based Neural Machine Translation (2020 Readers)

An attentional mechanism has lately been used to improve neural machine translation (NMT) by selectively focusing on parts of the source sentence during…

Luong M. at al. in None (2015)

D) SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient (1317 Readers)

As a new way of training generative models, Generative Adversarial Nets (GAN) that uses a discriminative model to guide the training of the generative model…

Yu L. et al. in JAMA Intern Med (2016)

E) Randomly distributed embedding making short-term high-dimensional data predictable (60 Readers)

Making accurate forecast or prediction is a challenging task in the big data era, in particular for those datasets involving high-dimensional variables but…

Ma H. et al. in Proceedings of the National Academy of Sciences (2018)

That’s it for open access Computer Science papers this month. If you like this curation, please let us know with a like or share.

Explore the Mendeley Web Catalog here.