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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:
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:
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:
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:
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:
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:
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:
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:
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:
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:
Computer Science
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