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Eltabakh, Mohamed Y.
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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
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Keyword:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Creator:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analytics projects for key stakeholders in large scale online learning systems
Creator:
Jakhmola, Rahul
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Effectiveness of the Automatic Reassessment and Relearning System for Short- and Long-term Mathematical Skill Retention
Keyword:
Spacing Effect
,
Testing effect
, and
ASSISTments
Creator:
Gonsalves, Manuel S.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-22
Resource Type:
Thesis
Degree:
MS
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
SQLogy: Integrated Query Engine for Relational and Ontology Databases
Keyword:
Flask
,
Apache Jena Fuseki
,
OWL
,
ontology
,
SQL
, and
relational databases
Creator:
Li, Xiaoshuai
Advisor:
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Automated Fact Extraction and Verification for Detecting False Information
Keyword:
Fact verification
and
Natural Language Processing
Creator:
Subramanian, Shyam
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data 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
Detecting Various Types of Malicious Users at One Sitting in Online Social Networks
Keyword:
social media
,
detection
,
malicious users
,
online social network
, and
twitter
Creator:
Mou, Guanyi
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-06-13
Resource Type:
Thesis
Degree:
MS
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
Pattern Mining and Sense-Making Support for Enhancing the User Experience
Keyword:
Visualization
,
Sense-making
,
Data Mining
,
Query Optimization
,
Pattern Mining
, and
Sequence Prediction
Creator:
Mukherji, Abhishek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Evaluating Clustering Techniques over Big Data in Distributed Infrastructures
Keyword:
Hadoop
and
Clustering
Creator:
Shetty, Kartik
Advisor:
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Outlier Detection In Big Data
Keyword:
data analytics
,
big data
,
Outlier Detection
,
distributed algorithm
, and
data stream
Creator:
Cao, Lei
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-03-29
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
CloudNotes: Annotation Management in Cloud-Based Platforms
Keyword:
Hadoop
and
Annotation
Creator:
Lu, Yue
Advisor:
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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