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Trapp, Andrew C
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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
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
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
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
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
Essays in Mixed-Integer Nonlinear Optimization for Matching Applications
Keyword:
Many-to-One Matching
and
Integer Optimization
Creator:
Wiratchotisatian, Pitchaya
Advisor:
Trapp, Andrew C
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-10
Resource Type:
Dissertation
Degree:
PhD
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
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
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
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
Automatic Detection of Cognitive Load and User’s Age Using a Machine Learning Eye Tracking System
Keyword:
Mental Effort
,
Machine Learning
,
Eye Tracking
,
Pupillary Response
,
User Profiling
, and
Cognitive Load
Creator:
Shojaeizadeh, Mina
Advisor:
Djamasbi, Soussan
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Management
Statistical Methods for Characterizing Genomic Heterogeneity in Mixed Samples
Keyword:
Variational inference
,
Matrix factorization
,
Next-generation sequencing
,
Global optimization
,
Bayesian statistics
, and
Rare variant detection
Creator:
Zhang, Fan
Advisor:
Flaherty, Patrick J.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-12-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Minimizing Water Requirements for Electricity Generation in Water Scarce Areas
Keyword:
renewable energy
,
electricity generation
, and
water requirements
Creator:
Stults, Erica Suzanne
Advisor:
Bar-On, Isa
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mechanical Engineering
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