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Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning
Keyword:
Adverse Drug Event
,
Natural Language Processsing
,
Machine Learning
,
Information Extraction
,
Text Mining
, and
Deep Learning
Creator:
Wunnava, Susmitha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
Developing Automated Audio Assessment Tools for a Chinese Language Course
Keyword:
Automated Grading
,
Natural Language Processing
,
Audio Data
,
Machine Learning
, and
Deep Learning
Creator:
Varatharaj, Ashvini
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-04
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning
Keyword:
Machine Learning
,
Deep Learning
,
Side-Channel Attacks
,
Cache Attacks
,
Microarchitectural Security
, and
Cloud Security
Creator:
Gulmezoglu, Berk
Advisor:
Eisenbarth, Thomas
and
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-15
Resource Type:
Dissertation
Degree:
PhD
Unit:
Electrical & Computer Engineering
Robust State Estimation and Deep Learning for Time Series Analysis
Keyword:
Chemical Sensors
,
Autoencoder
,
Kalman Filter
,
Deep Learning
,
Domain Randomization
, and
Interacting Multiple Model Kalman Filter
Creator:
Weiss, Matthew L.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
Let there be light... Characterizing the Effects of Adverse Lighting on Semantic Segmentation of Wound Images and Mitigation using a Deep Retinex Model
Keyword:
Dataset
,
Deep Learning
,
Semantic Segmentation
,
Retinex Theory
,
Lighting
, and
Wounds
Creator:
Iyer, Akshay B.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-14
Resource Type:
Thesis
Degree:
MS
Unit:
Robotics Engineering
Robot-Enhanced ABA Therapy: Exploring Emerging Artificial Intelligence Embedded Systems in Socially Assistive Robots for the Treatment of Autism
Keyword:
Autism Spectrum Disorder
,
Applied Behavior Analysis
,
Socially Assistive Robots
,
Embedded Systems
,
Deep Learning
, and
Robot-enhanced Framework
Creator:
Calle Ortiz, Eduardo R
Advisor:
Fischer, Gregory S.
and
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-08-08
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Deep Learning on Attributed Sequences
Keyword:
Machine Learning
,
Deep Learning
, and
attributed sequences
Creator:
Zhuang, Zhongfang
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-02-28
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Parameter Continuation with Secant Approximation for Deep Neural Networks
Keyword:
homotopy
,
Optimization
,
secant
,
non-convex
,
parameter continuation
, and
Deep Learning
Creator:
PATHAK, HARSH NILESH
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-05
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Why did they cite that?
Keyword:
natural language processing
,
Machine Learning
,
information retrieval
, and
Deep Learning
Creator:
Lovering, Charles
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Computer Vision System-On-Chip Designs for Intelligent Vehicles
Keyword:
Deep Learning
,
Computer Vision
,
FPGA
, and
ASIC
Creator:
Zhou, Yuteng
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit:
Electrical & Computer Engineering
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