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Filtering by: Unit (Department) Data Science Year 2019

Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation

Keyword:

fact-checking, deep learning, graph neural network, and recommender system

Creator:

You, Di

Advisor:

Lee, Kyumin

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-07-11

Resource Type:

Thesis

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
Robust Methods for Anomaly Detection with Applications to Cyber Data

Keyword:

PCA, cyber defense, autoencoders, robust methods, DDoS, and anomaly detection

Creator:

Zhou, Chong

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Machine learning approaches to manufacturing and materials: Applications to semi-supervised, unbalanced and heterogeneous data problems

Creator:

Karkare, Rasika S

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-08-07

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders

Creator:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science