Architecture Commons^™

Z-Cube: Mobile Living For Feminist Nomads, Zi Ye

Masters Theses

Homes proclaim our social standing and reflect the trend of the times. This project seeks to explore and redefine the relationship between modern homes and modern women who strive for mobile life styles.

Modernism and globalization have brought us a new way of living that could have never been imagined before— our workspace and homes are no longer limited to a specific unit but have extended to the entire globe. The physical changes compelled by modernity have also complemented the changing role of women. Since the beginning of the 20th century, modern women have expanded their lives outside of their …

Extending Time Series Forecasting Methods Using Functional Principal Components Analysis, Isaac Michael Wagner-Muns

Masters Theses

"Traffic volume forecasts are used by many transportation analysis and management systems to better characterize and react to fluctuating traffic patterns. Most current forecasting methods do not take advantage of the underlying functional characteristics of the time series to make predictions. This paper presents a methodology that uses Functional Principal Components Analysis (FPCA) to create smooth and differentiable daily traffic forecasts. The methodology is validated with a data set of 1,813 days of 15 minute aggregated traffic volume time series. Both the FPCA based forecasts and the associated prediction intervals outperform traditional Seasonal Autoregressive Integrated Moving Average (SARIMA) based methods"--Abstract, …