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Filtering by: Contributor Eltabakh, Mohamed Y. Remove constraint Contributor: Eltabakh, Mohamed Y. Resource type Dissertation Remove constraint Resource type: Dissertation

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

Keyword:

Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing

Creator:

Moore, Alexander

Advisor:

Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Frequent Pattern Mining Analytics

Creator:

Lin, Xika

Advisor:

Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-12-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Big Time Series Analytics Using a Distributed Infrastructure

Keyword:

Distributed Infrastructures, Approximate Queries, Time Series Compound, Big Time Series Analytics, and Convergence Query

Creator:

Alghamdi, Noura

Advisor:

Rundensteiner, Elke A. and Eltabakh, Mohamed Y.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-07-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Ensemble CNNs in Transform Domains for Small Data Image Super-resolution

Keyword:

sparse domain, image super-resolution, ensemble, and neural network

Creator:

Liu, Yingnan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Scalable Similarity Search over Big Data Series

Keyword:

Data Series, Scalable Indexing, Approximate Similarity Search, Big data series, and Query optimization

Creator:

Zhang, Liang

Advisor:

Rundensteiner, Elke A. and Eltabakh, Mohamed Y.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Making Sense of Human-generated Spatial-temporal Data from Urban Environment

Keyword:

human behavior analysis, spatial-temporal data, imitation learning, smart cities, explainable artificial intelligence, and data mining

Creator:

Pan, Menghai

Advisor:

Li, Yanhua

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Contextual Outlier Detection from Heterogeneous Data Sources

Keyword:

Scalable, Outlier Detection, Context, Heterogeneous Data Sources, and End-to-end System

Creator:

Yan, Yizhou

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-05-17

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Sequential Data Mining and its Applications to Pharmacovigilance

Keyword:

data mining, information management, pharmacovigilance, and sequential data

Creator:

Qin, Xiao

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Deep Learning on Attributed Sequences

Keyword:

attributed sequences, Deep Learning, and Machine Learning

Creator:

Zhuang, Zhongfang

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-02-28

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Event stream analytics

Keyword:

Complex Event Processing, algorithms, Query Optimization, and Data streaming

Creator:

Poppe, Olga

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-01-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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PhD Dissertations13

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Creator

Alghamdi, Noura1
Cao, Lei1
Lin, Xika1
Liu, Yingnan1
Moore, Alexander1
more Creators »

Advisor

Eltabakh, Mohamed Y.4
Kong, Xiangnan1
Li, Yanhua1
Mangoubi, Oren Rami1
Paffenroth, Randy Clinton2
more Advisors »

Contributor

Agu, Emmanuel O.1
Chandramouli, Badrish1
Chen, Cindy1
Dougherty, Daniel J.2
Eltabakh, Mohamed Y.[remove]13
more Contributors »

Unit (Department)

Computer Science10
Data Science3

Publisher

Worcester Polytechnic Institute13

Resource type

Dissertation[remove]13

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