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2. LEARNING IN EXTREME CONDITIONS: ONLINE AND ACTIVE LEARNING WITH MASSIVE, IMBALANCED AND NOISY DATA

open_access
Open Access
Author:
Ertekin, Seyda
Title:
LEARNING IN EXTREME CONDITIONS: ONLINE AND ACTIVE LEARNING WITH MASSIVE, IMBALANCED AND NOISY DATA
Graduate Program:
Computer Science and Engineering
Keywords:
Machine Learning
Online Learning
Active Learning
Support Vector Machines
Classification
Data Mining
File:
Download SeydaErtekin_Dissertation.pdf
Committee Members:
C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Leon Bottou, Committee Member
Raj Acharya, Committee Member
Jia Li, Committee Member
Tracy Mullen, Committee Member

3. On Active Learning Methods for Manifold Data

open_access
Open Access
Author:
Li, Hang
Title:
On Active Learning Methods for Manifold Data
Graduate Program:
Industrial Engineering
Keywords:
Active Learning
Manifold Learning
Design of Experiment
High-Dimensional Data Analysis
File:
Download Dissertation_Final__1_.pdf
Committee Members:
Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Qiushi Chen, Committee Member
Runze Li, Outside Member
Steven James Landry, Program Head/Chair

4. An Exploration of Active Learning in a Calculus I Classroom : An Action Research Study During COVID-19 Era

open_access
Open Access
Author:
Kiani, Maryam
Title:
An Exploration of Active Learning in a Calculus I Classroom : An Action Research Study During COVID-19 Era
Graduate Program:
Lifelong Learning and Adult Education
Keywords:
Active Learning
Calculus I
COVID-19
Action Research
File:
Download Kiani-_Dissertation_01_20.pdf
Committee Members:
Robin Redmon Wright, Dissertation Advisor/Co-Advisor
Robin Redmon Wright, Committee Chair/Co-Chair
Elizabeth Jean Tisdell, Committee Member
Reuben Selase Asempapa, Committee Member
Triparna B Vasavada, Outside Member
Elizabeth Jean Tisdell, Program Head/Chair

5. Impacts of a Dynamic Visualization Tool on Learning Lateral Loading Fundamentals and Applications

open_access
Open Access
Author:
Yousef, Joe
Title:
Impacts of a Dynamic Visualization Tool on Learning Lateral Loading Fundamentals and Applications
Graduate Program:
Architectural Engineering
Keywords:
Computer-Aided Learning
Active Learning
Visualization
Lateral Loading
User Input Methods
File:
Download Thesis_-_Joseph_Yousef.pdf
Committee Members:
Rebecca Napolitano, Thesis Advisor/Co-Advisor
Nathan Brown, Committee Member
James Freihaut, Program Head/Chair
Ryan Levi Solnosky, Thesis Advisor/Co-Advisor

6. Training-Robust Design of Deep Neural Networks for Imaging and Vision

restricted_to_institution
Restricted (Penn State Only)
Author:
Yazdani, Amirsaeed
Title:
Training-Robust Design of Deep Neural Networks for Imaging and Vision
Graduate Program:
Electrical Engineering
Keywords:
Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation
File:
Login to Download
Committee Members:
Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor