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Filtering by: Unit Computer Science Collections PhD Dissertations Publisher Worcester Polytechnic Institute Resource type Dissertation

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Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to ...

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Redesigning Deep Neural Networks for Resource-Efficient Inference

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Residential Network Security: Using Software-defined Networking to Inspect and Label T...

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Deterministic Object Management in Large Distributed Systems

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Exploiting Flow Relationships to Improve the Performance of Distributed Applications

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How's My Network - Incentives and Impediments of Home Network Measurements

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Understanding Internal Feature Development in Deep Convolutional Neural Networks for T...

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Improvement on Hint and Explanation Crowdsourcing Method for an Online Learning Platform

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

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Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning

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Automatic Emotion Detection in Text Messages using Supervised Learning

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Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning

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Creating Systems and Applying Large-Scale Methods to Improve Student Remediation in On...

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Towards Assessing Students' Fine Grained Knowledge: Using an Intelligent Tutor for...

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Investigating Learning in an Intelligent Tutoring System through Randomized Controlled...

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Predictive Models of Student Learning

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Layout Optimization for Distributed Relational Databases Using Machine Learning

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Student Modeling within a Computer Tutor for Mathematics: Using Bayesian Networks and ...

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Towards Personalized Learning using Counterfactual Inference for Randomized Controlled...

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Refining Prerequisite Skill Structure Graphs Using Randomized Controlled Trials

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Congestion Control for Streaming Media

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Using Bandwidth Estimation to Optimize Buffer and Rate Selection for Streaming Multime...

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ARMOR - Adjusting Repair and Media Scaling with Operations Research for Streaming Video

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Modeling and Evaluating Feedback-Based Error Control for Video Transfer

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A Credit-based Home Access Point (CHAP) to Improve Application Quality on IEEE 802.11 ...

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Treatment-Based Classication in Residential Wireless Access Points

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Ranking for Decision Making: Fairness and Usability

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Deep Learning on Graph-structured Data

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Sequential Data Mining and its Applications to Pharmacovigilance

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Quantifying, Modeling and Managing How People Interact with Visualizations on the Web

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Time Series Data Analytics

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Ubiquitous Scalable Graphics: An End-to-End Framework using Wavelets

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Programmable Image-Based Light Capture for Previsualization

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Practical and Theoretical Applications of the Regularity Lemma

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Detecting Data Manipulation Attacks on Physiological Sensor Measurements in Wearable M...

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Building Web Based Programming Environments for Functional Programming

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First-Order Models for Configuration Analysis

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Attention-based Deep Learning Models for Text Classification and their Interpretability

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Contextual Outlier Detection from Heterogeneous Data Sources

Development of a Data-Grounded Theory of Program Design in HTDP

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Deep Learning on Attributed Sequences

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Event stream analytics

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

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Recurring Query Processing on Big Data

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Outlier Detection In Big Data

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Theory and Practice: Improving Retention Performance through Student Modeling and Syst...

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Software-defined Networking: Improving Security for Enterprise and Home Networks

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Affective Motivational Collaboration Theory

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Tutoring Students with Adaptive Strategies

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Targeted Prioritized Processing in Overloaded Data Stream Systems