Machine Learning

Psychology and Movie Preferences


Senior design project that implemented data mining techniques and a psychological assessment test (MBTI) to discover correlations on movie preferences. Primarily, using numerical quantification of the 16 cognitive functions underlying the MBTI to find correlation with sub-genres using a J48 decision tree-inducing algorithm under Weka Machine Learning software. The J48 algorithm is Weka's implementation of the C4.5 algorithm by Ross Quinlan.

Molecular Dynamics software packages (GROMACS, NAMD, VMD) and TCL

Articles:
Phase Separation in a Lipid/Cholesterol System: Comparison of Coarse-Grained and United-Atom Simulations. [PDF]
Residue-Based Coarse Graining using MARTINI Force Field in NAMD [PDF]

Software:
VMD - Visual Molecular Dynamics [Link]
GROMACS - Groningen Machine for Chemical Simulations [Link]

Molecular Dynamics software packages (GROMACS, NAMD, VMD) and TCL

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