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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Mahon, L
Άλλοι συγγραφείς:	Lukasiewicz, T
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	2022
Θέματα:	Machine learning Artificial intelligence

Παρόμοια τεκμήρια

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

DEEP LEARNING /
ανά: Kelleher, John D., author 637754
Έκδοση: (2019)

Continual learning for efficient machine learning
ανά: Chaudhry, A
Έκδοση: (2020)

Machine learning and deep learning methods that use omics data for metastasis prediction
ανά: Somayah Albaradei, κ.ά.
Έκδοση: (2021-01-01)

Learning Distributed Representations and Deep Embedded Clustering of Texts
ανά: Shuang Wang, κ.ά.
Έκδοση: (2023-03-01)

Deep learning with hard logical constraints
ανά: Giunchiglia, E
Έκδοση: (2022)

MACHINE LEARNING : Concepts, Tools and Data Visualization /
ανά: Kang, Minsoo, author 636774, κ.ά.
Έκδοση: ([202)

Prediction of Preeclampsia Using Machine Learning and Deep Learning Models: A Review
ανά: Sumayh S. Aljameel, κ.ά.
Έκδοση: (2023-02-01)

Diabetes detection from non-diabetic retinopathy fundus images using deep learning methodology
ανά: Yovel Rom, κ.ά.
Έκδοση: (2024-08-01)

Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis
ανά: Mirjam Quaak, κ.ά.
Έκδοση: (2021-01-01)

Comprehensive review of EEG data classification techniques for ADHD detection using machine learning and deep learning
ανά: Nitin Ahire, κ.ά.
Έκδοση: (2023-06-01)

Train Me If You Can: Decentralized Learning on the Deep Edge
ανά: Diogo Costa, κ.ά.
Έκδοση: (2022-05-01)

Deep Reinforcement Learning in complex environments
ανά: Nardelli, N
Έκδοση: (2021)

Prediction of the composition of urinary stones using deep learning
ανά: Ui Seok Kim, κ.ά.
Έκδοση: (2022-07-01)

A study on the clusterability of latent representations in image pipelines
ανά: Adrian Wheeldon, κ.ά.
Έκδοση: (2023-02-01)

Spontaneous Concept Learning with Deep Autoencoder
ανά: Serge Dolgikh
Έκδοση: (2018-11-01)

Estimation of vital signs from facial videos via video magnification and deep learning
ανά: Bin Lin, κ.ά.
Έκδοση: (2023-10-01)

Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data
ανά: Taeho Jo, κ.ά.
Έκδοση: (2019-08-01)

Screening for Osteoporosis from Blood Test Data in Elderly Women Using a Machine Learning Approach
ανά: Atsuyuki Inui, κ.ά.
Έκδοση: (2023-02-01)

Detection of Diabetes Mellitus With Deep Learning and Data Augmentation Techniques on Foot Thermography
ανά: Andres Anaya-Isaza, κ.ά.
Έκδοση: (2022-01-01)

From machine learning to deep learning: Advances of the recent data-driven paradigm shift in medicine and healthcare
ανά: Chiranjib Chakraborty, κ.ά.
Έκδοση: (2024-01-01)

Exploring the State of Machine Learning and Deep Learning in Medicine: A Survey of the Italian Research Community
ανά: Alessio Bottrighi, κ.ά.
Έκδοση: (2023-09-01)

Application of Machine Learning Based on Structured Medical Data in Gastroenterology
ανά: Hye-Jin Kim, κ.ά.
Έκδοση: (2023-10-01)

Implementation of deep learning in drug design
ανά: Bo Yang, κ.ά.
Έκδοση: (2022-09-01)

Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma
ανά: Anshul Thakur, κ.ά.
Έκδοση: (2020-01-01)

Intelligently learning from data
ανά: Edward Palmer, κ.ά.
Έκδοση: (2019-04-01)

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

Generalizable deep learning framework for 3D medical image segmentation using limited training data
ανά: Tobias Ekman, κ.ά.
Έκδοση: (2025-03-01)

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

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

Learning and inference over relational data
ανά: Abboud, R
Έκδοση: (2022)

A machine learning algorithm for peripheral artery disease prognosis using biomarker data
ανά: Ben Li, κ.ά.
Έκδοση: (2024-03-01)

A survey of deep learning applications in cryptocurrency
ανά: Junhuan Zhang, κ.ά.
Έκδοση: (2024-01-01)

Deep Learning in Medical Imaging
ανά: Mingyu Kim, κ.ά.
Έκδοση: (2019-12-01)

Artificial intelligence, machine learning and deep learning in advanced robotics, a review
ανά: Mohsen Soori, κ.ά.
Έκδοση: (2023-01-01)

Combating Covid-19 using machine learning and deep learning: Applications, challenges, and future perspectives
ανά: Showmick Guha Paul, κ.ά.
Έκδοση: (2023-03-01)

Unsupervised learning of clutter-resistant visual representations from natural videos
ανά: Liao, Qianli, κ.ά.
Έκδοση: (2015)

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

HANDBOOK OF MACHINE LEARNING.
ανά: Marwala, Tshilidzi, 1971-, author 632768, κ.ά.
Έκδοση: (2020)

Identification of promising genotypes in varietal trials of sugarcane using deep learning
ανά: Syed Sarfaraz Hasan, κ.ά.
Έκδοση: (2023-04-01)