Hussain Hussain
Graz University of Technology(AT)Know Center Research GmbH (Austria)(AT)
Publications by Year
Research Areas
Computational Drug Discovery Methods, Metabolomics and Mass Spectrometry Studies, Anomaly Detection Techniques and Applications, Machine Learning in Materials Science, Complex Network Analysis Techniques
Most-Cited Works
- → Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints(2021)32 cited
- → Ensemble Machine Learning, Deep Learning, and Time Series Forecasting: Improving Prediction Accuracy for Hourly Concentrations of Ambient Air Pollutants(2024)16 cited
- → PyChemFlow: an automated pre-processing pipeline in Python for reproducible machine learning on chemical data(2023)4 cited
- → The interplay between communities and homophily in semi-supervised classification using graph neural networks(2021)3 cited
- → Constraining Anomaly Detection with Anomaly-Free Regions(2024)
- → Activation Bottleneck: Sigmoidal Neural Networks Cannot Forecast a Straight Line(2024)