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Ruiz, Carolina
Entfernen Zwang Contributor: Ruiz, Carolina
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Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Stichwort:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Schöpfer:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
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
Stichwort:
Bioinformatics
,
Single-cell Transcriptomics
,
Artificial Intelligence
,
Data Science
,
Infectious Disease Epidemiology
, and
Neuropsychiatry
Schöpfer:
Srinivasan, Suhas
Advisor:
Korkin, Dmitry
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
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
Schöpfer:
Narykov, Oleksandr
Advisor:
Korkin, Dmitry
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Stichwort:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Schöpfer:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Stichwort:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Schöpfer:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Attention-based Deep Learning Models for Text Classification and their Interpretability
Schöpfer:
Sen, Cansu
Advisor:
Rundensteiner, Elke A.
and
Kong, Xiangnan
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning
Stichwort:
community detection
,
biological network
,
robust autoencoder
,
deep learning
, and
gene expression clustering
Schöpfer:
Cui, Hongzhu
Advisor:
Korkin, Dmitry
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series
Stichwort:
semi-Markov chain
,
distributed data processing system
,
discrete time series
, and
deviated dynamic time warping
Schöpfer:
Wang, Chiying
Advisor:
Ruiz, Carolina
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
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
Stichwort:
cloud robotics
,
Learning from Demonstration
,
active visual search
, and
Robotics
Schöpfer:
Toris, Russell C
Advisor:
Chernova, Sonia
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2016-04-20
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Student Modeling in Intelligent Tutoring Systems
Stichwort:
User modeling
,
Maching learning
, and
Intelligent tutoring systems
Schöpfer:
Gong, Yue
Advisor:
Beck, Joseph E.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2014-11-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Worcester Polytechnic Institute
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