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Filtern nach: Contributor Ruiz, Carolina Entfernen Zwang Contributor: Ruiz, Carolina Unit (Department) Computer Science Entfernen Zwang Unit (Department): Computer Science

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Suchergebnisse

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
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
Visually Mining Interesting Patterns in Multivariate Datasets

Stichwort:

visual data mining and multivariate visualization

Schöpfer:

Guo, Zhenyu

Advisor:

Ward, Matthew O.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2013-01-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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PhD Dissertations17
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 Science[remove]31

Herausgeber

Worcester Polytechnic Institute31

UN SDG

3 - Good Health and Well-being1

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Dissertation17
Thesis14

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