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Cover image for Development of a Miniature Smart Home Testbed for Research and Education

Development of a Miniature Smart Home Testbed for Research and Education

37.

Development of a Miniature Smart Home Testbed for Research and Education

by

Nguyen, Trung, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10622405

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Excerpt:

sensor networks, machine learning, pattern recognition, embedded programming, natural language processing

Cover image for Learning Hierarchical Speech Representations Using Deep Convolutional Neural Networks

Learning Hierarchical Speech Representations Using Deep Convolutional Neural Networks

38.

Learning Hierarchical Speech Representations Using Deep Convolutional Neural Networks

by

Hau, Darren, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10820103

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Excerpt:

speech domain, most deep architectures have used a Restricted Boltzmann Machine (RBM) based deep

Cover image for Deep Learning for Large-scale Molecular Dynamics and High-dimensional Partial Differential Equations

Deep Learning for Large-scale Molecular Dynamics and High-dimensional Partial Differential Equations

39.

Deep Learning for Large-scale Molecular Dynamics and High-dimensional Partial Differential Equations

by

Han, Jiequn, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10823813

Format:

Excerpt:

machine learning, especially in deep learning, have ushered some new hope in addressing this difficulty

Cover image for Novel Deep Learning Methods for Brain Image Analysis

Novel Deep Learning Methods for Brain Image Analysis

40.

Novel Deep Learning Methods for Brain Image Analysis

by

Zeng, Tao, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10787411

Format:

Excerpt:

Conventional machine learning approaches to image analysis tasks involve the design of hand

Cover image for Using High-Order Prior Belief Predictions in Hierarchical Temporal Memory for Streaming Anomaly Detection

Using High-Order Prior Belief Predictions in Hierarchical Temporal Memory for Streaming Anomaly Detection

41.

Using High-Order Prior Belief Predictions in Hierarchical Temporal Memory for Streaming Anomaly Detection

by

Kutt, Brody, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10824848

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Excerpt:

real-time tasks. Unlike traditional machine learning and deep learning encompassed by the act of

Cover image for Machine Learning for Exploring State Space Structure in Genetic Regulatory Networks

Machine Learning for Exploring State Space Structure in Genetic Regulatory Networks

42.

Machine Learning for Exploring State Space Structure in Genetic Regulatory Networks

by

Thomas, Rodney Hartfield, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10830477

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Excerpt:

implementation could use other machine learning classifiers such as xgboost or deep learning methods. Other

Cover image for Inspecting and Directing Neural Language Models

Inspecting and Directing Neural Language Models

43.

Inspecting and Directing Neural Language Models

by

Noraset, Thanapon, author. (orcid)0000-0002-7080-6523

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10816819

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research, machine learning models can construct general vector representations of words, also known as word

Cover image for Deep Learning and Radiomics of Breast Cancer on DCE-MRI in Assessment of Malignancy and Response to Therapy

Deep Learning and Radiomics of Breast Cancer on DCE-MRI in Assessment of Malignancy and Response to Therapy

44.

Deep Learning and Radiomics of Breast Cancer on DCE-MRI in Assessment of Malignancy and Response to Therapy

by

Antropova, Natalia, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10784160

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Excerpt:

lesion's size, shape, texture, and enhancement patters. The recent advances in machine learning

Cover image for Development of Machine Learning Methodologies to Improve Outcomes in Chronic Inflammatory Diseases

Development of Machine Learning Methodologies to Improve Outcomes in Chronic Inflammatory Diseases

45.

Development of Machine Learning Methodologies to Improve Outcomes in Chronic Inflammatory Diseases

by

Konkayala, Bhargava Reddy, author.

http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:10641296

Format:

Excerpt:

performing models, from both traditional classification models and novel deep learning methodologies to

Cover image for Advanced Topics in Intelligent Information and Database Systems

Advanced Topics in Intelligent Information and Database Systems

46.

Advanced Topics in Intelligent Information and Database Systems

by

Król, Dariusz. editor.

http://dx.doi.org/10.1007/978-3-319-56660-3

Format:

Excerpt:

-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identiﬁcation based on Leaf

Cover image for Proceedings of International Conference on Computer Vision and Image Processing CVIP 2016, Volume 1

Proceedings of International Conference on Computer Vision and Image Processing CVIP 2016, Volume 1

47.

Proceedings of International Conference on Computer Vision and Image Processing CVIP 2016, Volume 1

by

Raman, Balasubramanian. editor.

http://dx.doi.org/10.1007/978-981-10-2104-6

Format:

Excerpt:

Grayscale Document Images -- Chapter 37. Non-Regularized State Preserving Extreme Learning Machine for

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