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Rundensteiner, Elke A.
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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Keyword:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
Creator:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets
Creator:
Yin, Biao
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks
Keyword:
Large Language Model
,
Multi-Level Label
,
Incomplete Label
,
Noisy Label
,
In-Context Learning
, and
Foodborne Illness Detection
Creator:
Zhang, Dongyu
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Keyword:
Noisy Labels
,
Anomaly Detection
, and
Deep Learning
Creator:
Hofmann, Dennis
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Keyword:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
Creator:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Predicting Students' Mental Health Using Fitbit Data
Keyword:
Mental Health
,
Depression
,
Anixety
,
Environmental Survey
, and
Fitbit
Creator:
Pins, Noah
,
Lusignan, Kyle
,
Escott, Allison
, and
Raisbeck, Olivia
Advisor:
Liu, Shichao
,
Mangoubi, Oren Rami
, and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-04-25
Resource Type:
Major Qualifying Project
AutoOD 2.0: Elevating User Experience and Multi-User Functionality
Keyword:
Web Development
,
User Experience
, and
Outlier Detection
Creator:
Yi, James
,
Das, Ishayu
,
Andrews, Talia
, and
Sharich, Tristan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-19
Resource Type:
Major Qualifying Project
Designing an Interactive Interface for FACET: Personalized Explanations in XAI
Keyword:
XAI
Creator:
Dion, Katharine
,
Pietrick, Alexander
,
Reiss, Jacob
,
Huang, Randy
, and
Genin, Belisha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-21
Resource Type:
Major Qualifying Project
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Keyword:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
Keyword:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Creator:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Keyword:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Creator:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Creator:
Kwan, Timothy
and
Lapsley, Anne
Advisor:
Mangoubi, Oren Rami
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
CS/DS MQP: Advanced Applications for Deep Generative Models
Keyword:
machine learning
,
human activity recognition
,
tabular diffusion
,
gramian angular fields
,
generative models
, and
diffusion models
Creator:
Trac, Cindy
,
McCarthy, Dillon
,
Buasai, Sirut
, and
Dykstra, Jason
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-25
Resource Type:
Major Qualifying Project
Fair Ranking Under Uncertainty
Creator:
Venkataraman, Brinda
Advisor:
Abraham, Jon P.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Keyword:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Creator:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Keyword:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Creator:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Fair Ranking Under Uncertainty
Creator:
Tessier, Marie
and
Vadlamudi, Sai Varun
Advisor:
Abraham, Jon P.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-24
Resource Type:
Major Qualifying Project
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Keyword:
twitter
,
social media
,
usda
, and
food poisoning
Creator:
Rathke, Liam
,
Laber, Jasmine
, and
Hartmann, Katy
Advisor:
Rundensteiner, Elke A.
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-23
Resource Type:
Major Qualifying Project
Towards an End-to-End Training Data Management System for Machine Learning Models
Keyword:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-18
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
FACET: Counterfactual Explanation Analytics
Keyword:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
Creator:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
HAR-CTGAN: Synthesizing Continuous and Discrete Mobile Sensor Data Using GAN models for Human Activity Recognition
Keyword:
GAN
,
discrete features
,
synthetic data generation
,
sensor data
,
human activity recognition
, and
mobile healthcare
Creator:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-17
Resource Type:
Major Qualifying Project
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Keyword:
Domain Adaptation
and
Transfer Learning
Creator:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-10
Resource Type:
Thesis
Degree:
MS
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
Visual Analytics for Smartphone Health Phenotyping
Keyword:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
Creator:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data
Creator:
Wu, Jyalu
and
Jurovich, Nicholas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Major Qualifying Project
Improving Mental Health Screening with Predictive and Generative Modeling of Text Messages
Keyword:
Digital Phenotyping
,
Supervised Learning
,
Natural Language Processing
,
Health Informatics
,
Mental Illnesses
, and
Mobile Health
Creator:
Tlachac, ML
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-21
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
Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels
Keyword:
natural language processing
,
audio classification
,
transfer learning
,
mobile health
,
anxiety screening
, and
depression screening
Creator:
Hernandez-Reisch, Miranda
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
DS:MQP:Deep Learning for Mental Health Screening using Smartphone Data
Creator:
Garfinkel, Lillian
,
Halley, Madeline
,
O'neill, Mairead
, and
Phillips, Brian
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
CS/DS:MQP:Building a Customizable GAN Package Tool in Python
Keyword:
Package
,
Python
,
Machine Learning
,
GAN
,
Simplify
, and
Development
Creator:
Costello, Kyle
,
Astor, Ryan
, and
Lewis, Alek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-23
Resource Type:
Major Qualifying Project
CS:MQP:Learning Early Warning Alerts for Food Poisoning Outbreaks from Social Media
Keyword:
Machine Learning
,
Illness Detection
,
Data Visualization
, and
Outbreak Prevention
Creator:
Leandres, David
,
Vachon, Nicholas
,
Carroll, John
,
Noreika, Cole
, and
Alvarado Blanco Uribe, Isabel
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-25
Resource Type:
Major Qualifying Project
MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking
Keyword:
Bias
,
Consensus Ranking
, and
Fair decision making
Creator:
Cachel, Kathleen
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-20
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Prediction and Observation Timing in Time Series Classification
Keyword:
Time Series
and
Deep Learning
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Explaining Deep Time Series Classifiers
Creator:
Parvatharaju, Prathyush
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
XPATH processor
Creator:
Worthington, Tammy Lee
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2003-01-01
Resource Type:
Major Qualifying Project
XML cache space manager for an XML query caching system
Creator:
Hobbs, Ian Nathaniel
,
Ryder, Burke Joseph
, and
Cash Hitchcock, Elizabeth Sarah
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-01-01
Resource Type:
Major Qualifying Project
XEAR -- XQuery processor with relational databases
Creator:
Proschitsky, Alex B.
,
Pielech, Bradford Charles
, and
Lutz, Justin Edwin
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-01-01
Resource Type:
Major Qualifying Project
Xcache -- an XML query caching system
Creator:
Clark, Amar Stephen
,
Starinovich, Ian Carl
, and
O'Leary, Jacob Andrew
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2001-01-01
Resource Type:
Major Qualifying Project
XAE -- XQuery processing using XML algebra
Creator:
Mann, Guy Daniel
,
Gimler, Gregory Pau.
, and
Greene, Geoffrey Paul
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-01-01
Resource Type:
Major Qualifying Project
Visual monitoring tools for stream processing engine CAPE
Creator:
Waltz, Maylene Natasha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
Visual exploration of XQuery processing
Creator:
Dobosz, Michal Andrzej.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
TotalETL infoSight collaboration server -- infoserver
Creator:
Shilnikov, Cyril
,
Longley, Scott Emerson
,
Fournier, Christopher Albert
, and
Clark, Nathan William
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
Scaling XQuery processing in Rainbow
Creator:
Chan, Chun-shek Charles
and
Peters, Jennifer A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-01
Resource Type:
Major Qualifying Project
Safe XML Update System -- the design, implementation, and evaluation of the update system
Creator:
Diep, Cuong Chi
,
Chen, Victor
,
Look, Jennifer
, and
Guan, De Ming
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2002-01-01
Resource Type:
Major Qualifying Project
Rainbow storage manager (RAINSTORM)
Creator:
Brewer, John C.
and
Augusta, Adam J.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2003-01-01
Resource Type:
Major Qualifying Project
Rainbow -- bridging XML and relational databases using a flexible mapping -- the design, implementation, and evaluation of the Rainbow System
Creator:
Vu, Tien Giang
,
Lee, John Manwai
, and
Cymer, Mirek
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2001-01-01
Resource Type:
Major Qualifying Project
Mining functional dependencies
Creator:
Gulbrandsen, John Brian
and
Ciman, Michael C.
Advisor:
Rundensteiner, Elke A.
and
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2001-01-01
Resource Type:
Major Qualifying Project
Linear roads: A real-time traffic monitor
Creator:
Chen, Timothy TuChien
,
Bryant, Griffin Richard
, and
Gordon, David R.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
Inventory reservation and management system migration
Creator:
Lackner, Karl Michael.
,
Pageau, Brian Shawn.
, and
Thatcher, James Joseph.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2000-01-01
Resource Type:
Major Qualifying Project
Fire spread monitoring system
Creator:
Xiao, Lei
and
LoPresti, Emily Margaret
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-01-01
Resource Type:
Major Qualifying Project
Enhancing the SVIQUEL visual information seeking environment
Creator:
Seegert, Gregory Thomas
,
Proietti, Daniel Leo
, and
Ducey, Matthew David
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
1999-01-01
Resource Type:
Major Qualifying Project
DyDa -- dynamic data warehousing -- the design, implementation, and evaluation of the DyDa system
Creator:
Reed, Devon Robert
,
Carelli, Brian Timothy
,
Bilodeau, Joel E.
, and
Harnois, William Joseph
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2000-01-01
Resource Type:
Major Qualifying Project
Display & analysis tools for updating XML views
Creator:
Perry, Alex
and
Krolick, David Scott
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
Continuous Query Language -- from CQL to CAPE algebra plans
Creator:
Chu, Lee N.
and
Kwan, Che Wai
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
Cluster queries in stream engines
Creator:
Contois, Robert Joseph
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-01-01
Resource Type:
Major Qualifying Project
A Collaborative filtering system for an on-line newspaper
Creator:
Murnikov, Pavel V.
,
Miranda, Timothy J.
,
Netes, Dmitry
, and
Sartin, Matthew M.
Advisor:
Rundensteiner, Elke A.
and
Claypool, Mark L.
Publisher:
Worcester Polytechnic Institute
Date Created:
1999-01-01
Resource Type:
Major Qualifying Project
Visual Analytics for Multi-Level Triage and Investigation of Incident Reports
Keyword:
Semi-structured Documents
,
Triage
,
Visual Analytics
, and
Pharmacovigilance
Creator:
Kakar, Tabassum
Advisor:
Rundensteiner, Elke A.
and
Harrison, Lane T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Positive Unlabeled Learning
Keyword:
Novel Algorithm
,
Machine Learning
, and
Positive Unlabeled Learning
Creator:
Nair, Vinay
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-11
Resource Type:
Major Qualifying Project
Machine Learning for Mental Health Screening
Keyword:
Mental Health
and
Machine Learning
Creator:
Hernandez-Reisch, Miranda
,
Caouette, Hunter C.
,
Bruneau, Connor D.
,
Kayastha, Rimsha
, and
Melican, Veronica R.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-05
Resource Type:
Major Qualifying Project
Award:
Provost's MQP Award
Exploring Positive Unlabeled Machine Learning
Keyword:
Machine Learning
and
Positive Unlabeled
Creator:
Gass, Bryan A.
,
Abeyta, Jesse B.
,
Cheng, Nicholas W.
,
Nair, Vinay
, and
Kocienda, Calvin A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-06
Resource Type:
Major Qualifying Project
Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning
Keyword:
Deep Learning
,
Natural Language Processsing
,
Machine Learning
,
Information Extraction
,
Text Mining
, and
Adverse Drug Event
Creator:
Wunnava, Susmitha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series
Keyword:
deep learning
and
time series
Creator:
Perucic, Aleksa
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Attention-based Deep Learning Models for Text Classification and their Interpretability
Creator:
Sen, Cansu
Advisor:
Rundensteiner, Elke A.
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Ranking for Decision Making: Fairness and Usability
Keyword:
fairness
,
interactive ranking
, and
ranking
Creator:
Kuhlman, Caitlin A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-06
Resource Type:
Dissertation
Degree:
PhD
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
Shared Complex Event Trend Aggregation
Keyword:
multi-query optimization
,
incremental aggregation
,
event trend
, and
complex event processing
Creator:
Rozet, Allison M.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Variational Open Set Recognition
Keyword:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
Creator:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Deploying CEP Technology for Fraud Detection
Creator:
Tran, Nguyen
,
Roberts, Devin Thomas
,
Wang, Zibo
, and
Gettel, George Tucker
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-04-30
Resource Type:
Major Qualifying Project
Flexible Infrastructure Supporting Machine Learning for Anomaly Detection in Big Data
Creator:
Huot, Alexander J.
Advisor:
Zou, Jian
,
Rundensteiner, Elke A.
, and
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-26
Resource Type:
Major Qualifying Project
Performing Transaction Synthesis through Machine Learning Models
Creator:
Xia, Shihao
,
Wang, Yudi
,
Charron, Justin S.
, and
Li, Li
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-27
Resource Type:
Major Qualifying Project
Flexible Infrastructure Supporting Machine Learning for Anomaly Detection in Big Data
Creator:
Esco, Erin P.
Advisor:
Rundensteiner, Elke A.
and
Zou, Jian
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-26
Resource Type:
Major Qualifying Project
Flexible Infrastructure Supporting Machine Learning for Anomaly Detection in Big Data
Creator:
Zhou, Yihong
Advisor:
Eberbach, Eugene
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-03-23
Resource Type:
Major Qualifying Project
Scalable Multi Dimensional Threat Analysis
Creator:
Baia, John A.
,
Leondires, Peter A.
,
Tapply, Dalton S.
, and
Martin, Kevin P.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-03-22
Resource Type:
Major Qualifying Project
Scalable Time Series Indexing: Analyzing Time Series Compound Queries
Creator:
Lessard, Philippe
,
Weiler, Trevor Douglas
,
DeRusha, Andrew Charles
, and
Kim, Skyler N.
Advisor:
Eltabakh, Mohamed Y.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-06
Resource Type:
Major Qualifying Project
Mental Health Sensing Using Machine Learning
Creator:
Caltabiano, Joseph P.
,
Thant, Myo Min
,
Pingal, Nicolas F.
,
Sargent, Adam Leigh
,
Taye, Yared M.
, and
Seifu, Yosias Ghion
Advisor:
Rundensteiner, Elke A.
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-02
Resource Type:
Major Qualifying Project
Time Series Data Analytics
Keyword:
similarity search
,
correlation measure
,
dynamic time warping
,
time series data
, and
lp-norm distances
Creator:
Ahsan, Ramoza
Advisor:
Sarkozy, Gabor N
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Deep Learning Approach to Trespass Detection using Video Surveillance Data
Keyword:
survillance data
,
deep learning
,
computer vision
,
deep convolutional neural networks
,
trespassing detection
, and
background subtraction
Creator:
Bashir, Muzammil
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
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
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
Advancing MATTERS
Creator:
Fortier, Alex Chester
,
Nguyen Duc, Long Hoang
,
Mee, Kevin William
, and
Russell, Westley David
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-29
Resource Type:
Major Qualifying Project
Adverse Reaction Reports Analysis Tool
Creator:
Tapply, Cory M
,
Murphy, Derek
,
Yun, Daniel
, and
Spring, Oliver B
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-22
Resource Type:
Major Qualifying Project
ConText, A Tool For the FDA's Adverse Event Reporting System
Creator:
Nolan, Peter
,
Kaplan, Jacob Taylor
, and
Romero, Logan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-03-21
Resource Type:
Major Qualifying Project
CrunchTime Data Pump: Design and System Development
Creator:
Zhang, Chenchen
and
Zhang, Luyang
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-29
Resource Type:
Major Qualifying Project
Data MATTERS: Customizing Economic Indices to Measure State Competitiveness
Creator:
Bogatov, Dmytro
and
Hennessy, Jillian Rose
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-26
Resource Type:
Major Qualifying Project
Hyreminder: A Hand Hygiene Tracking System with Mobile Sensors
Creator:
Mortensen, Christian Mark
,
Phillips, Corey Alexander
,
Shi, Hanxiong
,
Greer, Leah A
, and
Stokes, Jeffrey P
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-03-12
Resource Type:
Major Qualifying Project
Machine Learning for Mental Health Detection
Creator:
Gao, Yufei
,
Flannery, Maurice Anthony
,
Assan, Jerry Xu
,
Wu, Yuxin
, and
Resom, Adonay Zenebe
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-03-22
Resource Type:
Major Qualifying Project
Multiple-Drug Interaction Analytics Platform: Developing a Minimum Viable Web Application for Visualizing Multi-Drug Interactions
Creator:
Schade, Andrew Levene
,
Zylich, Brian
,
McCarthy, Brian
, and
Tran, Huy Quoc
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-22
Resource Type:
Major Qualifying Project
NON-DUPLICATIVE APPROACH TO SHARING BETWEEN STREAMED QUERIES
Creator:
Bass, Christopher Adam
,
Roumeliotis, James Albert
, and
Shappee, Bart
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2008-05-28
Resource Type:
Major Qualifying Project
Query-oriented Relaxation for Cardinality Assurance
Creator:
Vartak, Manasi Pradeep
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-10-27
Resource Type:
Major Qualifying Project
SAM Fitness: An Android Wellness-Application
Creator:
Haas, John Kenneth
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-03-27
Resource Type:
Major Qualifying Project
SAM Fitness: An Android Wellness-Application
Creator:
Haas, John
,
Safford, Evan Adams
,
Ford, Nathan Daniel
, and
Andrews, Haley Elizabeth
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-03-27
Resource Type:
Major Qualifying Project
Sensing Depression
Creator:
Perucic, Aleksa
,
Isaro, Anabella
,
Dogrucu, Ada
, and
Ball, Damon Clark
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-22
Resource Type:
Major Qualifying Project
Social Tag-Based Recommendation Services
Creator:
Bentley, Jordan H
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-05-01
Resource Type:
Major Qualifying Project
Tracking Testing Framework at BAE
Creator:
McAndrews, Christopher G.
,
Burns, Michael Joseph
, and
Lukens, Ian Phelan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-03-17
Resource Type:
Major Qualifying Project
TrackWiz: Visualizing Graphs of Tracks
Creator:
Benson, Alec
and
Lynch, Patrick E
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-01-28
Resource Type:
Major Qualifying Project
Regional Social Networking IQP
Keyword:
Web sites--Design and construction
and
Educational surveys--Design
Creator:
Murphy, Patrick Dennis
and
Wormley, Jared Maxwell
Advisor:
Rundensteiner, Elke A.
and
Vidali, Luis
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-01
Resource Type:
Interactive Qualifying Project
State Cost Competitiveness Dashboard
Keyword:
Web sites--Design and construction
and
Human-computer interaction
Creator:
Patel, Nilesh Chiman
,
Meyer, Theodore Joseph
, and
Gvozdenovic, Stefan
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-05-08
Resource Type:
Interactive Qualifying Project
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