Archive · 2017-08-14
AI ethics on Monday, 14 August 2017
2 items published this day, across 1 categories.
Research (2)
Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set
The increase of publicly available bioactivity data in recent years has fueled and catalyzed research in chemogenomics, data mining, and modeling approaches. As a direct result, over the past few years a multitude of different methods have been reported and evaluated, such as target fishing, nearest neighbor similarity-based methods, and Quantitative Structure Activity Relationship (QSAR)-based protocols. However, such studies are typically conducted on different datasets, using different valida
NLR, MLP, SVM, and LDA: a comparative analysis on EMG data from people with trans-radial amputation
BACKGROUND: Currently, the typically adopted hand prosthesis surface electromyography (sEMG) control strategies do not provide the users with a natural control feeling and do not exploit all the potential of commercially available multi-fingered hand prostheses. Pattern recognition and machine learning techniques applied to sEMG can be effective for a natural control based on the residual muscles contraction of amputated people corresponding to phantom limb movements. As the researches has reach