'Unit variance' presentation slideshows

Dimensionality reduction

Dimensionality reduction. Outline. From distances to points : MultiDimensional Scaling (MDS) FastMap Dimensionality Reductions or data projections Random projections Principal Component Analysis (PCA). Multi-Dimensional Scaling (MDS).

402 views • 27 slides

Machine Learning in Real World: C4.5

Machine Learning in Real World: C4.5. Outline. Handling Numeric Attributes Finding Best Split(s) Dealing with Missing Values Pruning Pre-pruning, Post-pruning, Error Estimates From Trees to Rules. Industrial-strength algorithms.

396 views • 27 slides

Limits On Wireless Communication In Fading Environment Using Multiple Antennas

Limits On Wireless Communication In Fading Environment Using Multiple Antennas. Presented By Fabian Rozario ECE Department. Paper By G.J. Foschini and M.J. Gans. Outline. Introduction. Mathematical model. Capacity formulas. Lower bound on capacity. Capacity improvement.

315 views • 17 slides

307 views • 17 slides

Communication Systems Simulation - III Harri Saarnisaari

Communication Systems Simulation - III Harri Saarnisaari Part of Simulations and Tools for Telecommunication Course. Random Number Generation. Many simulators include random number generators you can use those These should be validated If not already accepted by your community

315 views • 17 slides