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Filtering by: Contributor Ruiz, Carolina Remove constraint Contributor: Ruiz, Carolina Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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Strategies and Structures for Biological Datasets Integration and Knowledge Discovery

Keyword:

Single-cell RNA Sequencing, Data Integration, CCA, Network Analysis, Biology, and Feature Engineering

Creator:

Teeple, Erin

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-07-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Biological Discovery via Data Science: Multigranular Artificial Intelligence Approaches for Cells, Cerebra and Cruise Ships

Keyword:

Bioinformatics, Single-cell Transcriptomics, Artificial Intelligence, Data Science, Infectious Disease Epidemiology, and Neuropsychiatry

Creator:

Srinivasan, Suhas

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-03-01

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure

Creator:

Narykov, Oleksandr

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series

Keyword:

Feature extraction, Human Sleep, Interpretable Deep learning, Feature Visualization, and Learning representations

Creator:

Paisarnsrisomsuk, Sarun

Advisor:

Ruiz, Carolina and Alvarez, Sergio A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-08-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
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
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
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning

Keyword:

community detection, biological network, robust autoencoder, deep learning, and gene expression clustering

Creator:

Cui, Hongzhu

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series

Keyword:

semi-Markov chain, distributed data processing system, discrete time series, and deviated dynamic time warping

Creator:

Wang, Chiying

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-27

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Spatial and Temporal Learning in Robotic Pick-and-Place Domains via Demonstrations and Observations

Keyword:

cloud robotics, Learning from Demonstration, active visual search, and Robotics

Creator:

Toris, Russell C

Advisor:

Chernova, Sonia

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-20

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Student Modeling in Intelligent Tutoring Systems

Keyword:

User modeling, Maching learning, and Intelligent tutoring systems

Creator:

Gong, Yue

Advisor:

Beck, Joseph E.

Publisher:

Worcester Polytechnic Institute

Date Created:

2014-11-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Computer Science30
Data Science2

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Worcester Polytechnic Institute[remove]32

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