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Biological Discovery via Data Science: Multigranular Artificial Intelligence Approaches for Cells, Cerebra and Cruise Ships
Keyword:
Single-cell Transcriptomics
,
Artificial Intelligence
,
Infectious Disease Epidemiology
,
Bioinformatics
,
Neuropsychiatry
, and
Data Science
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:
Human Sleep
,
Feature Visualization
,
Feature extraction
,
Learning representations
, and
Interpretable Deep learning
Creator:
Paisarnsrisomsuk, Sarun
Advisor:
Alvarez, Sergio A.
and
Ruiz, Carolina
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:
machine learning
,
voice
,
mental heath screening
,
audio
, and
deep learning
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:
Kong, Xiangnan
and
Rundensteiner, Elke A.
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:
robust autoencoder
,
community detection
,
deep learning
,
biological network
, 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:
discrete time series
,
distributed data processing system
,
semi-Markov chain
, 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:
Learning from Demonstration
,
cloud robotics
,
Robotics
, and
active visual search
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:
Maching learning
,
User modeling
, 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
Visually Mining Interesting Patterns in Multivariate Datasets
Keyword:
visual data mining
and
multivariate visualization
Creator:
Guo, Zhenyu
Advisor:
Ward, Matthew O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-01-06
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
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