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1. Robust Dynamical Model-based Data Representations and Structuring of Time Series Data for In-sequence Localization

open_access
Open Access
Author:
Laftchiev, Emil Ivanov
Title:
Robust Dynamical Model-based Data Representations and Structuring of Time Series Data for In-sequence Localization
Graduate Program:
Electrical Engineering
Keywords:
Data Dimension Reduction
Stochastic Programming
Multi-dimensional Data Representation
In-Sequence Localization
File:
Download Emil_Laftchiev-Dissertation_11_20_2014.PDF
Committee Members:
Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Sean Brennan, Dissertation Advisor/Co-Advisor
Minghui Zhu, Committee Member
John F Doherty, Committee Member
Christopher Rahn, Committee Member

2. Long term planning under uncertainty: Models and Algorithms

open_access
Open Access
Author:
Kumar, Vijay
Title:
Long term planning under uncertainty: Models and Algorithms
Graduate Program:
Industrial Engineering
Keywords:
Electricity Investment Planning
Stochastic Programming
Approximate Dynamic Programming
Climate Change
Extreme Events
Reinforcement Learning
Importance Sampling
File:
Download Vijay_Kumar_Dissertation.pdf
Committee Members:
Mort Webster, Chair & Dissertation Advisor
Karen Fisher-Vanden, Outside Unit & Field Member
Eunhye Song, Major Field Member
Uday Shanbhag, Major Field Member
Steven Landry, Program Head/Chair