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Filtern nach: Contributor Ruiz, Carolina Entfernen Zwang Contributor: Ruiz, Carolina Herausgeber Worcester Polytechnic Institute Entfernen Zwang Herausgeber: Worcester Polytechnic Institute

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Exploring Internal Representations Learned by Autoencoders for Sleep EEG

Stichwort:

denoising autoencoders, machine learning, disentangled representations, power spectrogram, beta-variational autoencoders, and sleep eeg signal analysis

Schöpfer:

Soota, Akshit

Advisor:

Alvarez, Sergio A. and Ruiz, Carolina

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-08-15

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
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

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PhD Dissertations19
Masters Theses14

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Schöpfer

Burge, Janet E1
Chen, Li1
Chen, Songting1
Claypool, Kajal Tilak1
Cui, Hongzhu1
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Advisor

Alvarez, Sergio A.3
Beck, Joseph E.1
Brown, David C.1
Chernova, Sonia1
Gennert, Michael A.1
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Contributor

Agu, Emmanuel O.1
Alvarez, Sergio A.3
Beck, Joseph E.2
Brown, David C.2
Chernova, Sonia2
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Unit (Department)

Computer Science31
Data Science2

Herausgeber

Worcester Polytechnic Institute[remove]33

UN SDG

3 - Good Health and Well-being1

Ressourcentyp

Dissertation19
Thesis14

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