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ndltd.name_ss: Ph.D.
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Program of Study: *
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Subject: Machine learning
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Collection
Electronic Theses & Dissertations
28
Material Type
Theses
28
Language
English
28
Copyright Status
Creative Commons Licensed
8
In Copyright
20
Subject
Accelerometers
1
Algebra, Homological
1
Algebraic topology
2
Algorithms
2
Artificial intelligence--Research
1
Authorship
1
Authorship, Disputed
1
Automatic classification
1
Big data
1
Bioinformatics
2
Computational biology
1
Computational intelligence
1
Computer algorithms
1
Computer engineering
1
Computer multitasking
1
Computer networks--Management
1
Computer networks--Security measures
1
Computer security
1
Computer simulation
2
Computer systems--Design
1
Computer systems--Evaluation
1
Computer vision
1
Computer-aided design
1
Convex functions
1
Data mining
2
Electronic apparatus and appliances
1
Exercise--Measurement
1
Firewalls (Computer security)
1
Forecasting
1
Functional genomics
1
Genetic algorithms
1
Genetic regulation
1
Genetic transcription
1
Genomics
1
Geospatial data
2
Homology theory
2
Human physiology
1
Human-computer interaction
1
Image analysis--Mathematical models
1
Kinesiology
1
Learning
1
Learning strategies
1
Ligands
1
Machine learning--Mathematical models
1
Mathematical models
1
Mathematical optimization
1
Measurement
1
Medical informatics
1
Medical records--Data processing
1
Molecular biology
1
Molecules
1
Molecules--Models
1
Mutagenicity testing
1
Neural networks (Computer science)
3
Neuroplasticity
1
Pattern perception
1
Pattern recognition systems
1
Phenotype
1
Potential theory (Mathematics)
1
Program transformation (Computer programming)
1
Protein binding--Computer simulation
1
Protein folding--Computer simulation
1
Reinforcement learning
1
Research
1
Research--Mathematical models
1
Sedentary behavior
1
Sensor networks
1
Sequential processing (Computer science)
1
Signal processing
1
Smartphones
1
Social networks--Research
1
Software reengineering
1
Spatial analysis (Statistics)
1
Stochastic processes--Computer programs
1
Streaming technology (Telecommunications)
1
Streaming video
1
Structural health monitoring
1
Structure-activity relationships (Biochemistry)
1
Telecommunication
1
Temporal databases
1
Three-dimensional imaging
1
Three-dimensional modeling
1
Time-series analysis
1
Topology
1
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Learning 3D model from 2D in-the-wild images
Tran, Luan Quoc
Text (2020)
Part of
Electronic Theses & Dissertations
Online innovization : towards knowledge discovery and achieving faster convergence in multi-objective optimization
Gaur, Abhinav
Text (2020)
Part of
Electronic Theses & Dissertations
Collaborative learning : theory, algorithms, and applications
Lin, Kaixiang
Text (2020)
Part of
Electronic Theses & Dissertations
Signal processing and machine learning approaches to enabling advanced sensing and networking capabilities in everyday infrastructure and electronics
Ali, Kamran (Scientist)
Text (2020)
Part of
Electronic Theses & Dissertations
Machine learning for pose selection
Pei, Jun (Graduate of Michigan State University)
Text (2020)
Part of
Electronic Theses & Dissertations
Adaptive on-device deep learning systems
Fang, Biyi
Text (2019)
Part of
Electronic Theses & Dissertations
Use of accelerometry and machine learning to measure free-living physical activity and sedentary behavior
Montoye, Alexander Henry
Text (2014)
Part of
Electronic Theses & Dissertations
Multi-task learning and its application to geospatio-temporal data
Xu, Jianpeng
Text (2017)
Part of
Electronic Theses & Dissertations
Integration of topological data analysis and machine learning for small molecule property predictions
Wu, Kedi
Text (2018)
Part of
Electronic Theses & Dissertations
Machine learning for the study of gene regulation and complex traits
Sonnenschein, Anne
Text (2017)
Part of
Electronic Theses & Dissertations
Hierarchical learning for large multi-class classification in network data
Liu, Lei
Text (2015)
Part of
Electronic Theses & Dissertations
Learning from noisily connected data
Yang, Tianbao
Text (2012)
Part of
Electronic Theses & Dissertations
Data-driven and task-specific scoring functions for predicting ligand binding poses and affinity and for screening enrichment
Ashtawy, Hossam Mohamed Farg
Text (2017)
Part of
Electronic Theses & Dissertations
Data interpretation frameworks employing machine learning for energy-lean data-driven structural health monitoring with novel self-powered sensing technology
Salehi, Hadi
Text (2019)
Part of
Electronic Theses & Dissertations
Learning with structures
Zhou, Yang
Text (2010)
Part of
Electronic Theses & Dissertations
Novel learning algorithms for mining geospatial data
Yuan, Shuai (Software engineer)
Text (2017)
Part of
Electronic Theses & Dissertations
Algebraic topology and machine learning for biomolecular modeling
Cang, Zixuan
Text (2018)
Part of
Electronic Theses & Dissertations
Integration of topological fingerprints and machine learning for the prediction of chemical mutagenicity
Cao, Yin (Quantitative analyst)
Text (2017)
Part of
Electronic Theses & Dissertations
Large-scale high dimensional distance metric learning and its application to computer vision
Qian, Qi
Text (2015)
Part of
Electronic Theses & Dissertations
Robust multi-task learning algorithms for predictive modeling of spatial and temporal data
Liu, Xi (Graduate of Michigan State University)
Text (2019)
Part of
Electronic Theses & Dissertations
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