Index Catalog // Hyrax

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Filtragem por: Contributor Eltabakh, Mohamed Y. Unit (Department) Data Science

1. Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Palavra-chave:: Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing
O Criador:: Moore, Alexander
Advisor:: Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Data Criada:: 2023-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Ensemble CNNs in Transform Domains for Small Data Image Super-resolution

Palavra-chave:: sparse domain, image super-resolution, ensemble, and neural network
O Criador:: Liu, Yingnan
Advisor:: Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-08-08
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Scalable Similarity Search over Big Data Series

Palavra-chave:: Data Series, Scalable Indexing, Approximate Similarity Search, Big data series, and Query optimization
O Criador:: Zhang, Liang
Advisor:: Rundensteiner, Elke A. and Eltabakh, Mohamed Y.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

4. Synthetic Generation of Data for HCR using Image-to-Image Translation GANs

Palavra-chave:: Data Augmentation, Sensor Data, Human Context Recognition (HCR), Generative Adversarial Networks (GAN), and Time series data
O Criador:: Sankaranarayanan, Ronak
Advisor:: Agu, Emmanuel O.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2022-05-02
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

5. Analytics projects for key stakeholders in large scale online learning systems

O Criador:: Jakhmola, Rahul
Advisor:: Heffernan, Neil
Editor:: Worcester Polytechnic Institute
Data Criada:: 2021-08-13
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

6. Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention

Palavra-chave:: Spacing Effect, Testing effect, and ASSISTments
O Criador:: Gonsalves, Manuel S.
Advisor:: Heffernan, Neil
Editor:: Worcester Polytechnic Institute
Data Criada:: 2021-04-22
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

7. SQLogy: Integrated Query Engine for Relational and Ontology Databases

Palavra-chave:: Flask, Apache Jena Fuseki, OWL, ontology, SQL, and relational databases
O Criador:: Li, Xiaoshuai
Advisor:: Eltabakh, Mohamed Y.
Editor:: Worcester Polytechnic Institute
Data Criada:: 2021-05-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

8. Automated Fact Extraction and Verification for Detecting False Information

Palavra-chave:: Fact verification and Natural Language Processing
O Criador:: Subramanian, Shyam
Advisor:: Lee, Kyumin
Editor:: Worcester Polytechnic Institute
Data Criada:: 2020-08-10
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science