Discrete representations of continuous data using deep learning and clustering

Discrete representations of continuous data using deep learning and clustering

<p>The divide between continuous and discrete data is a fundamental one in computer science and mathematics, as well as related areas such as cognitive science. Historically, most of computing has operated in the discrete domain, but connectionism offers an alternative set of techniques for re...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur:	Mahon, L
Awduron Eraill:	Lukasiewicz, T
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	2022
Pynciau:	Machine learning Artificial intelligence

Eitemau Tebyg

Influence of the input data on learning deep representations
gan: Sylvestre-Alvise Rebuffi
Cyhoeddwyd: (2020)

DEEP LEARNING /
gan: Kelleher, John D., author 637754
Cyhoeddwyd: (2019)

Continual learning for efficient machine learning
gan: Chaudhry, A
Cyhoeddwyd: (2020)

Machine learning and deep learning methods that use omics data for metastasis prediction
gan: Somayah Albaradei, et al.
Cyhoeddwyd: (2021-01-01)

Learning Distributed Representations and Deep Embedded Clustering of Texts
gan: Shuang Wang, et al.
Cyhoeddwyd: (2023-03-01)

Deep learning with hard logical constraints
gan: Giunchiglia, E
Cyhoeddwyd: (2022)

MACHINE LEARNING : Concepts, Tools and Data Visualization /
gan: Kang, Minsoo, author 636774, et al.
Cyhoeddwyd: ([202)

Prediction of Preeclampsia Using Machine Learning and Deep Learning Models: A Review
gan: Sumayh S. Aljameel, et al.
Cyhoeddwyd: (2023-02-01)

Diabetes detection from non-diabetic retinopathy fundus images using deep learning methodology
gan: Yovel Rom, et al.
Cyhoeddwyd: (2024-08-01)

Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis
gan: Mirjam Quaak, et al.
Cyhoeddwyd: (2021-01-01)

Comprehensive review of EEG data classification techniques for ADHD detection using machine learning and deep learning
gan: Nitin Ahire, et al.
Cyhoeddwyd: (2023-06-01)

Train Me If You Can: Decentralized Learning on the Deep Edge
gan: Diogo Costa, et al.
Cyhoeddwyd: (2022-05-01)

Deep Reinforcement Learning in complex environments
gan: Nardelli, N
Cyhoeddwyd: (2021)

Prediction of the composition of urinary stones using deep learning
gan: Ui Seok Kim, et al.
Cyhoeddwyd: (2022-07-01)

A study on the clusterability of latent representations in image pipelines
gan: Adrian Wheeldon, et al.
Cyhoeddwyd: (2023-02-01)

Spontaneous Concept Learning with Deep Autoencoder
gan: Serge Dolgikh
Cyhoeddwyd: (2018-11-01)

Estimation of vital signs from facial videos via video magnification and deep learning
gan: Bin Lin, et al.
Cyhoeddwyd: (2023-10-01)

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data
gan: Taeho Jo, et al.
Cyhoeddwyd: (2019-08-01)

Screening for Osteoporosis from Blood Test Data in Elderly Women Using a Machine Learning Approach
gan: Atsuyuki Inui, et al.
Cyhoeddwyd: (2023-02-01)

Detection of Diabetes Mellitus With Deep Learning and Data Augmentation Techniques on Foot Thermography
gan: Andres Anaya-Isaza, et al.
Cyhoeddwyd: (2022-01-01)

From machine learning to deep learning: Advances of the recent data-driven paradigm shift in medicine and healthcare
gan: Chiranjib Chakraborty, et al.
Cyhoeddwyd: (2024-01-01)

Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community
gan: Alessio Bottrighi, et al.
Cyhoeddwyd: (2023-09-01)

Application of Machine Learning Based on Structured Medical Data in Gastroenterology
gan: Hye-Jin Kim, et al.
Cyhoeddwyd: (2023-10-01)

Implementation of deep learning in drug design
gan: Bo Yang, et al.
Cyhoeddwyd: (2022-09-01)

Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma
gan: Anshul Thakur, et al.
Cyhoeddwyd: (2020-01-01)

Intelligently learning from data
gan: Edward Palmer, et al.
Cyhoeddwyd: (2019-04-01)

The Invisible Brand: Marketing in the Age of Automation, Big Data, and Machine Learning /
gan: Ammerman, William, 1967- author
Cyhoeddwyd: (2019)

Generalizable deep learning framework for 3D medical image segmentation using limited training data
gan: Tobias Ekman, et al.
Cyhoeddwyd: (2025-03-01)

Deep Learning in Sleep Medicine: Advantages and Drawbacks
gan: Morteza Zangeneh Soroush
Cyhoeddwyd: (2022-04-01)

Research on the next-generation deep learning framework
gan: Fan YU
Cyhoeddwyd: (2020-07-01)

Learning and inference over relational data
gan: Abboud, R
Cyhoeddwyd: (2022)

A machine learning algorithm for peripheral artery disease prognosis using biomarker data
gan: Ben Li, et al.
Cyhoeddwyd: (2024-03-01)

A survey of deep learning applications in cryptocurrency
gan: Junhuan Zhang, et al.
Cyhoeddwyd: (2024-01-01)

Deep Learning in Medical Imaging
gan: Mingyu Kim, et al.
Cyhoeddwyd: (2019-12-01)

Artificial intelligence, machine learning and deep learning in advanced robotics, a review
gan: Mohsen Soori, et al.
Cyhoeddwyd: (2023-01-01)

Combating Covid-19 using machine learning and deep learning: Applications, challenges, and future perspectives
gan: Showmick Guha Paul, et al.
Cyhoeddwyd: (2023-03-01)

Unsupervised learning of clutter-resistant visual representations from natural videos
gan: Liao, Qianli, et al.
Cyhoeddwyd: (2015)

Interpretable causal systems: interpretability and causality in machine learning for human and nonhuman decision-making
gan: Graham, L
Cyhoeddwyd: (2020)

HANDBOOK OF MACHINE LEARNING.
gan: Marwala, Tshilidzi, 1971-, author 632768, et al.
Cyhoeddwyd: (2020)

Identification of promising genotypes in varietal trials of sugarcane using deep learning
gan: Syed Sarfaraz Hasan, et al.
Cyhoeddwyd: (2023-04-01)