EMBO Press

Machine learning-guided deconvolution of plasma protein levels

Most proteins in blood are measured outside their functional and cellular context. Machine learning was used to integrate ...
IEEE

Integrating Sentiment Analysis With Machine Learning for Cyberbullying Detection on Social Media

Abstract: The phenomenon of cyberbullying has emerged as a critical challenge in the digital landscape which poses detrimental effects on individuals and broader societal frameworks. A viable approach ...
IEEE

Reducing Transmission Cost of Distributed Principal Components Analysis in Wireless Networks with Accuracy Guaranteed

Abstract: As a classic data processing tool, Principal Component Analysis (PCA) has been widely applied in various data analysis applications. To mitigate the high computational complexity of PCA on ...
C&EN

A Machine Learning Model for Copolymer Radical Reactivity Ratio Predictions with Frontier-Orbital Insights

Department of Chemistry, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States Beckman Institute for Advanced Science and Technology, University of Illinois at ...
C&EN

Evaluating Machine Learning Models for Molecular Property Prediction: Performance and Robustness on Out-of-Distribution Data

Department of Pharmaceutical Sciences, Division of Pharmaceutical Chemistry, Faculty of Life Sciences, University of Vienna, Josef-Holaubek-Platz 2, 1090 Vienna, Austria Christian Doppler Laboratory ...