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Filtering by: Contributor Rundensteiner, Elke A. Unit (Department) Computer Science Publisher Worcester Polytechnic Institute

1. Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models

Keyword:: Energy efficient, Traumatic brain injury, Deep neural Networks, Depression, Speech assessment, and Speaker privacy
Creator:: Ditthapron, Apiwat
Advisor:: Lammert, Adam C. and Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

2. Frequent Pattern Mining Analytics

Creator:: Lin, Xika
Advisor:: Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

3. Big Time Series Analytics Using a Distributed Infrastructure

Keyword:: Distributed Infrastructures, Approximate Queries, Time Series Compound, Big Time Series Analytics, and Convergence Query
Creator:: Alghamdi, Noura
Advisor:: Rundensteiner, Elke A. and Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-07-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

4. Visual Analytics for Smartphone Health Phenotyping

Keyword:: Interactive Visual Analysis, mHealth, Smartphone Phenotyping, and Visual Analytics
Creator:: Mansoor, Hamid
Advisor:: Agu, Emmanuel O. and Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-08-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

5. Automatic Emotion Detection in Text Messages using Supervised Learning

Creator:: Hasan, Maryam
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-11-27
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

6. Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning

Keyword:: mental heath screening, deep learning, audio, machine learning, and voice
Creator:: Toto, Ermal
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-19
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

7. Making Sense of Human-generated Spatial-temporal Data from Urban Environment

Keyword:: human behavior analysis, spatial-temporal data, imitation learning, smart cities, explainable artificial intelligence, and data mining
Creator:: Pan, Menghai
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

8. Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data

Creator:: Ditthapron, Apiwat
Advisor:: Lammert, Adam and Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-30
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

9. SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series

Keyword:: deep learning and time series
Creator:: Perucic, Aleksa
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-12-11
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

10. Attention-based Deep Learning Models for Text Classification and their Interpretability

Creator:: Sen, Cansu
Advisor:: Rundensteiner, Elke A. and Kong, Xiangnan
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-08-10
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

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