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Full-Text Articles in Architecture
Operational Jakarta: The Problem Of Representation, Kevin Patrick Jeffers
Operational Jakarta: The Problem Of Representation, Kevin Patrick Jeffers
Masters Theses
As the twenty-first century unfolds with newly formed degrees of hypercomplex interactions and reactions amongst space, time, economy, politics, social dynamics, and cultural paradigms, we are observing new typologies of urbanism that are different in kind, rather than degree, from the previous “urban” upon which the vast majority of present theoretical and practical discourse has been based. The techniques, strategies, and methodologies of the twentieth-century no longer serve to adequately represent or to explain the phenomena of today’s incipient mega-cities. A new vocabulary must be developed. A new way of seeing is required in order to understand and therefor to …
Extending Time Series Forecasting Methods Using Functional Principal Components Analysis, Isaac Michael Wagner-Muns
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, …