Drive-by Health Monitoring utilizes accelerometers mounted on vehicles to gather dynamic
response data that can be used to continuously evaluate the health of bridges faster and with …

Hypothesis generation is becoming a crucial time-saving technique which allows biomedical
researchers to quickly discover implicit connections between important concepts. Typically, …

Since the Agile Manifesto, many organizations have explored agile development methods
to replace traditional waterfall development. Interestingly, waterfall remains the most widely …

HIV-1 Associated Neurocognitive Disorder (HAND) is a common and clinically detrimental
complication of HIV infection. Viral proteins, including Tat, released from infected cells, cause …

Medical research is risky and expensive. Drug discovery requires researchers to efficiently
winnow thousands of potential targets to a small candidate set. However, scientists spend …

Text preprocessing is an essential step in text mining. Removing words that can negatively
impact the quality of prediction algorithms or are not informative enough is a crucial storage-…

The first step of many research projects is to define and rank a short list of candidates for
study. In the modern rapidity of scientific progress, some turn to automated hypothesis …

The potential for automatic hypothesis generation (HG) systems to improve research productivity
keeps pace with the growing set of publicly available scientific information. But as data …

Typical graph embeddings may not capture type-specific bipartite graph features that arise
in such areas as recommender systems, data visualization, and drug discovery. Machine …

We are living in a golden age of machine learning. Powerful models are being trained to
perform many tasks far better than is possible using traditional software engineering …