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Paffenroth, Randy C.
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Résultats de recherche
31.
Biological Discovery via Data Science: Multigranular Artificial Intelligence Approaches for Cells, Cerebra and Cruise Ships
Mot-clé:
Bioinformatics
,
Single-cell Transcriptomics
,
Artificial Intelligence
,
Data Science
,
Infectious Disease Epidemiology
, and
Neuropsychiatry
Créateur:
Srinivasan, Suhas
Advisor:
Korkin, Dmitry
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-03-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
32.
Spatial-Temporal Generative Adversarial Learning
Mot-clé:
Urban Computing
,
Spatial-Temporal Data Mining
,
Generative Adversarial Networks
,
Imitation Learning
,
Human Behavior Analysis
, and
Meta Learning
Créateur:
Zhang, Yingxue
Advisor:
Li, Yanhua
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
33.
Dimension Estimation and Application in Finance
Créateur:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
34.
Modeling Heterogeneous Users Behaviors in Online Systems
Mot-clé:
Neural Recommenders
,
Metric Learning
,
Consumer Behaviors
,
Quaternion Space
,
User Modeling
, and
Recommendation Systems
Créateur:
Tran, Thanh D.
Advisor:
Lee, Kyumin
Éditeur:
Worcester Polytechnic Institute
date créée:
2020-11-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
35.
Detecting and Mitigating the Spread of Low-Quality Information in Social Media
Créateur:
Vo, Nguyen K.
Advisor:
Lee, Kyumin
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-01-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
36.
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems
Mot-clé:
interacting multiple model
,
kalman filter
,
gilbert-elliott
,
joint coding and modulation
,
maneuvering target tracking
, and
deep learning
Créateur:
Vedula, Kirty P.
Advisor:
Brown, Donald R.
Éditeur:
Worcester Polytechnic Institute
date créée:
2020-11-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
37.
Patterns Detection on Multivariate High-Frequency Time Series
Mot-clé:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Créateur:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Éditeur:
Worcester Polytechnic Institute
date créée:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
38.
Variational Open Set Recognition
Mot-clé:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
Créateur:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
39.
Robust Methods for Anomaly Detection with Applications to Cyber Data
Mot-clé:
PCA
,
cyber defense
,
autoencoders
,
robust methods
,
DDoS
, and
anomaly detection
Créateur:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
40.
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders
Créateur:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Éditeur:
Worcester Polytechnic Institute
date créée:
2019-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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PhD Dissertations
32
Masters Theses
21
Masters Reports
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2024
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Créateur
Ahani, Narges
1
Amadeo, Lily
1
Bahadur, Nitish
1
Barger, Maria
1
Beach, David J.
1
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Créateurs
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Advisor
Agu, Emmanuel O.
2
Apelian, Diran
1
Brown, Donald R.
1
Capogna, Luca
1
Citti, Giovanna
1
plus
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»
Contributor
Agu, Emmanuel O.
2
Alkhateeb, Ahmed
1
Anderson, Kevin
1
Apelian, Diran
1
Bidigare, Patrick
1
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Unit (Department)
Bioinformatics & Computational Biology
1
Business Administration
1
Chemical Engineering
1
Computer Science
4
Data Science
35
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Éditeur
Worcester Polytechnic Institute
54
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Dissertation
32
Thesis
21
Report
1
License
https://creativecommons.org/licenses/by-nc/4.0/
2