Statisticians Ross Ihaka and Robert Gentleman created the programming language R in 1993 (see R Core Team, 2021), and growing numbers of researchers across disciplines have used it ever since for data ...

Abstract: The applied research for visualization methods in recommendation systems are demonstrated from the data analysis, results and explanation of the recommendations and human-computer ...

Abstract: Visualization has been successfully applied to analyse time-dependent data for a long time now. Lately, a number of new approaches have been introduced, promising more effective graphs ...

what parameters can be adjusted for improved outcomes? Perplexity: Try values between 5 and 50 to see if it improves separation. Higher perplexity considers more global relationships, which may reduce ...

Gyrokinetic simulations of plasma microturbulence in tokamaks are challenging to visualize because the compute grid follows the magnetic field lines that spiral around the torus. We have overcome this ...

We are combining digital audio analysis and human-computer interaction techniques to improve the way producers navigate audio recordings. Traditional audio visualization methods are poorly suited to ...