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Filtering by: Keyword Machine Learning Resource type Dissertation

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Computational Electron Microscopy for the Characterization of Soft, Hard, and Hybrid ...

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Monitoring Ablation Therapy Using Ensemble Learning Models

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Computational Approaches for Enhanced Metabolomics Annotation and DNA-based Biorecordi...

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Generalizable Data-driven Models for Personalized Shared Control of Human-Machine Systems

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Design of Tungsten-free, L12-strengthened Cobalt-based Superalloys

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Mutational Processes Modeling and Early Cancer Diagnosis

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Designing Dynamic and Modular Biomolecules and Assays to Interrogate and Control Prote...

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Integrating Heterogeneous Traffic Data Sources with High Definition Maps in Autonomous...

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Learning from Limited and Imperfect Data in Cyber-Physical System

Topics in Machine Learning Optimization

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Predictive Traffic Operations and Control of Connected and Automated Vehicle Systems

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Development of Informatics Methods for Analysis of Complex Gene Regulation and Transcr...

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Fisher Score-Based Concept Drift Monitoring and Diagnosis with Applications to Microst...

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Understanding Control of the Shoulder after Stroke Towards Myoelectric Control of Vert...

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Nonequilibrium Dynamics of Soft Materials

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Modeling Bacterial Infection Risk for Data-Driven Antibiotic De-Escalation in Critical...

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Digitization for Innovative Platform Design and Advertising

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Towards Understanding Deep Learning via Statistical Physics

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Polymeric Nanomaterials for Photocatalysis and Regenerative Medicine: Integrating Mach...

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Analyzing the Role of Natural Language in Neural-Symbolic Models

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Predicting Employee Engagement: Machine Learning Applications to the Personality-Engag...

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Optimization Methods for Scale Invariant Problems in Machine Learning

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Recurrent Neural Network Architectures for Sequence Classification and Explanation

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Model Positionality: A Novel Framework for Data Science with Subjective Target Concepts

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Toward a Digital Twin of Metal Additive Manufacturing: Process Optimization and Contro...

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An Adaptive Pattern Recognition Algorithm for a Powered Lower Limb Prosthesis

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Machine Learning for Materials Discovery and Design

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Mining Social Media for Healthcare Intelligence

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Machine learning approaches towards understanding movement planning in naturalistic se...

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Methods for Images, Time Series, and Activation Functions with Deep Neural Networks

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Integrating Machine Learning and Symbolic Reasoning: Learning to Generate Symbolic Rep...

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A Data-driven Approach for Heterogeneous Materials Design