Index Catalog // Hyrax

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Filtern nach: Advisor Rundensteiner, Elke A. Contributor Agu, Emmanuel O.

1. Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Stichwort:: Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias
Schöpfer:: Gerych, Walter
Advisor:: Rundensteiner, Elke A. and Agu, Emmanuel O.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-10-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts

Stichwort:: Human context recognition, Ubiquitous computing, Domain adaptation, and Adversarial machine learning
Schöpfer:: Alajaji, Abdulaziz
Advisor:: Agu, Emmanuel O. and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2023-04-26
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Visual Analytics for Smartphone Health Phenotyping

Stichwort:: Interactive Visual Analysis, mHealth, Smartphone Phenotyping, and Visual Analytics
Schöpfer:: Mansoor, Hamid
Advisor:: Agu, Emmanuel O. and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2022-08-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

4. Automatic Emotion Detection in Text Messages using Supervised Learning

Schöpfer:: Hasan, Maryam
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2020-11-27
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

5. Variational Open Set Recognition

Stichwort:: Extreme Value Theory, Varriational Autoencoder, and Open Set Classification
Schöpfer:: Buquicchio, Luke J.
Advisor:: Agu, Emmanuel O. and Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2020-05-08
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

6. Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders

Schöpfer:: Gerych, Walter
Advisor:: Rundensteiner, Elke A. and Agu, Emmanuel O.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2019-12-16
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Data Science

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

Stichwort:: Visualization, Sense-making, Data Mining, Query Optimization, Pattern Mining, and Sequence Prediction
Schöpfer:: Mukherji, Abhishek
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2018-12-06
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

8. Recurring Query Processing on Big Data

Stichwort:: big data, recurring query, and mapreduce
Schöpfer:: Lei, Chuan
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2015-08-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

9. Targeted Prioritized Processing in Overloaded Data Stream Systems

Stichwort:: resource allocation strategies and data stream systems
Schöpfer:: Works, Karen E.
Advisor:: Rundensteiner, Elke A.
Herausgeber:: Worcester Polytechnic Institute
Datum erstellt:: 2013-12-11
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science