Only a select few researchers have the skills for the hottest area in tech. Mark Zuckerberg and his rivals want to hire ...

We present a high-throughput, end-to-end pipeline for organic crystal structure prediction (CSP)─the problem of identifying the stable crystal structures that will form from a given molecule based ...

Opinion: Lidiya Mishchenko and Pooya Shoghi explain how to bridge a gap preventing successful patent claims to protect new ...

For GIT classification, deep belief network with extreme learning machine (DBN-ELM) was used. Finally, backpropagation is applied for supervised fine tuning of the DBN-ELM model. The experimental ...

Introduction to machine learning with Python : a guide for data scientists ... Model evaluation and improvement -- Algorithm chains and pipelines -- Working with text data -- Wrapping up ...

To solve the difficulty of extracting semantic features from non-standard text, this paper proposes an algorithm combining deep learning to generate multi-labels and calculating text similarities to ...