Index Catalog // Digital WPI

Extending Complex Event Processing for Advanced Applications

Keyword:: Complex Event Processing, Privacy Preserving, Utility Maximization, Transactional Stream, Event Suppression, and Probabilistic Inference
Creator:: Wang, Di
Advisor:: Rundensteiner, Elke A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2013-04-30
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

Management of Big Annotations in Relational Database Management Systems

Keyword:: RDBMS, User centric, Proactive, Summary, and Annotation
Creator:: Ibrahim, Karim
Advisor:: Eltabakh, Mohamed Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2014-04-24
Resource Type:: Thesis
Degree:: MS
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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Explore, Discover, Share

Extending Complex Event Processing for Advanced Applications

Management of Big Annotations in Relational Database Management Systems

CloudNotes: Annotation Management in Cloud-Based Platforms

Outlier Detection In Big Data

Evaluating Clustering Techniques over Big Data in Distributed Infrastructures

Pattern Mining and Sense-Making Support for Enhancing the User Experience

Event stream analytics

Deep Learning on Attributed Sequences

Sequential Data Mining and its Applications to Pharmacovigilance

Detecting Various Types of Malicious Users at One Sitting in Online Social Networks

Contextual Outlier Detection from Heterogeneous Data Sources

Automated Fact Extraction and Verification for Detecting False Information

SQLogy: Integrated Query Engine for Relational and Ontology Databases

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

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

Analytics projects for key stakeholders in large scale online learning systems

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

Scalable Similarity Search over Big Data Series

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

Big Time Series Analytics Using a Distributed Infrastructure

Frequent Pattern Mining Analytics

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

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