Index Catalog // Digital WPI

Mixed Integer Linear and Nonlinear Optimization for Disadvantaged Populations with Accents of Fairness and Balance

Creator:: Azizi, Shima
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-05-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Business Administration

A Level-Set Approach for Solving Nonlinear Integer Optimization Problems

Keyword:: Mathematical Programming, Optimization, Level-set, Value Function, Data Structures, and Polynomial
Creator:: Killea, Ryan
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-07-10
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

Data Driven University Capacity Analysis via Mathematical Optimization

Keyword:: Multi Objective Optimization, Integer Optimization, and Academic Scheduling
Creator:: Aygul, Ozge
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-06-29
Resource Type:: Dissertation
Degree:: MS
Unit (Department):: Data Science

Micro-Pattern Detection and Analysis in Gaze Data via Mathematical Optimization and Machine Learning

Keyword:: Gaze Data Analysis, Outlier Detection, FID+ Filter, FID Filter, Eye Tracking, Fixation Identification, Fixation Inner-Density, and Mixed-Integer Optimization
Creator:: Liu, Wen
Advisor:: Trapp, Andrew C and Djamasbi, Soussan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-04-24
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

Deployment of Autonomous Electric Taxis with Consideration for Charging Stations

Keyword:: Taxi Dispatch and Rebalancing, MATSim, Charging Assignments, Autonomous Electric Taxi Fleet, and Online Optimization Model
Creator:: Manickavasagam, Sounthar
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2017-05-30
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Keyword:: error analysis, electromagnetic signal processing, machine learning, kalman filter, source localization, and maximum likelihood estimator (MLE)
Creator:: Barger, Maria
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-08-08
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

Multi-Robot Task Allocation and Scheduling with Spatio-Temporal and Energy Constraints

Keyword:: routing with time windows, persistent coverage, multi-robot systems, recharging robots, multi-robot task allocation, task scheduling, constrained optimization, energy limitations, operations research, and linear programming
Creator:: Dutia, Dharini
Advisor:: Pinciroli, Carlo
Publisher:: Worcester Polytechnic Institute
Date Created:: 2019-04-28
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Robotics Engineering

Data Science for Improving Operations in Organizations that Serve Vulnerable Populations

Keyword:: Government and Nongovernment Agencies, Applied Analytics, Data Science, Immigration, Data Science for Social Good, and Anti-human Trafficking
Creator:: Dimas, Geri
Advisor:: Trapp, Andrew C and Konrad, Renata
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-27
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

Analytics for Refugee Resettlement

Keyword:: Refugees, Integer Programming, Decision Support Systems, Humanitarian, Machin Learning, and Operation Research
Creator:: Ahani, Narges
Advisor:: Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-05-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

RVD2: An ultra-sensitive variant detection model for low-depth heterogeneous next-generation sequencing data

Keyword:: variant detection; Bayesian statistics; graphical
Creator:: He, Yuting
Advisor:: Flaherty, Patrick J.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-04-29
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Biomedical Engineering

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Mixed Integer Linear and Nonlinear Optimization for Disadvantaged Populations with Accents of Fairness and Balance

A Level-Set Approach for Solving Nonlinear Integer Optimization Problems

Data Driven University Capacity Analysis via Mathematical Optimization

Micro-Pattern Detection and Analysis in Gaze Data via Mathematical Optimization and Machine Learning

Deployment of Autonomous Electric Taxis with Consideration for Charging Stations

A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Multi-Robot Task Allocation and Scheduling with Spatio-Temporal and Energy Constraints

Data Science for Improving Operations in Organizations that Serve Vulnerable Populations

Analytics for Refugee Resettlement

RVD2: An ultra-sensitive variant detection model for low-depth heterogeneous next-generation sequencing data

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