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Rundensteiner, Elke A.
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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
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data 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
Similarity Search in Continuous Data with Evolving Distance Metric
Keyword:
lsh
and
distance metric learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data 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
Adaptively-Halting RNN for Tunable Early Classification of Time Series
Keyword:
Classification
,
Time series
,
Machine Learning
, and
Neural Networks
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-11-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Recurring Query Processing on Big Data
Keyword:
big data
,
recurring query
, and
mapreduce
Creator:
Lei, Chuan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-08-18
Resource Type:
Dissertation
Degree:
PhD
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
Pivot-based Data Partitioning for Distributed k Nearest Neighbor Mining
Keyword:
kNN Search
,
Data Mining
, and
distributed computing
Creator:
Kuhlman, Caitlin Anne
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-01-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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