Výsledky vyhledávání - Computing methodologies → Machine Learning → Machine Learning algorithm

High performance computing and artificial intelligence algorithms for dimensionality reduction of turbulent flows

Autoři: Eiximeno Franch, Benet

Přispěvatelé: University/Department: Universitat Politècnica de Catalunya. Departament de Física

Thesis Advisors: Rodríguez Pérez, Ivette María, Lehmkuhl Barba, Oriol

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: reduced order models, high performance computing, deep learning, singular value decomposition, variational autoencoders, Àrees temàtiques de la UPC::Física, Àrees temàtiques de la UPC::Informàtica, 531/534 - Mecànica. Vibracions. Acústica, 004 - Informàtica

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/695826
https://dx.doi.org/10.5821/dissertation-2117-446576

Exploring genomic datasets through machine learning methods leveraging high-performance computing

Autoři: Gómez Sánchez, Gonzalo

Přispěvatelé: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Berral García, Josep Lluís, Carrera Pérez, David

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Àrees temàtiques de la UPC::Informàtica

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/693566
https://dx.doi.org/10.5821/dissertation-2117-424249

Performance Comparison of Machine Learning Fault Detection and Diagnosis Algorithms in Organic Rankine Cycle Systems

Autoři: Hernandez Naranjo, Jairo Andres Cendoya, Aitor Chaudoir, Basile a další

Zdroj: In proceedings of the 38th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, 12 (2025-07-04); 38th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, 29/06/2025-04/07/2025

Témata: Fault Detection and Diagnosis, Support Vector Machine, Random Forest, Organic Rankine Cycles, Engineering, computing & technology, Energy, Ingénierie, informatique & technologie, Energie

Relation: info:eu-repo/grantAgreement/EC/HE/101069740; https://ecos2025.org/

Přístupová URL adresa: https://orbi.uliege.be/handle/2268/336998

Measuring Airport Service Quality Using Machine Learning Algorithms

Autoři: Mohammed Salih Homaid Irene Moulitsas

Zdroj: 2022 The 6th International Conference on Advances in Artificial Intelligence. :8-14

Témata: airport service quality, machine learning, boosting, machine learning algorithms, sentiment analysis, ensemble methods, 0502 economics and business, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, computing methodologies, 02 engineering and technology, natural language processing

Přístupová URL adresa: https://dspace.lib.cranfield.ac.uk/handle/1826/18738

Evaluation model of physical education teaching effect based on machine learning algorithm with biomechanical integration.

Autoři: Liu, Xiaoli

Zdroj: Molecular & Cellular Biomechanics; 2025, Vol. 22 Issue 3, p1-18, 18p

Témata: MACHINE learning, BIOMECHANICS, EFFECTIVE teaching, PHYSICAL education, EVALUATION methodology, TEACHING methods, BIOLOGICALLY inspired computing, SCHOOL children

AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods

Autoři: Muhammad Usman Tariq Shuhaida Binti Ismail

Zdroj: Osong Public Health Res Perspect
Osong Public Health and Research Perspectives, Vol 15, Iss 2, Pp 115-136 (2024)

Témata: 0301 basic medicine, deep learning, RC952-1245, Infectious and parasitic diseases, RC109-216, 02 engineering and technology, algorithms, artificial intelligence, neural networks, 3. Good health, 03 medical and health sciences, Special situations and conditions, 0202 electrical engineering, electronic engineering, information engineering, computing methodologies, Original Article, QA Mathematics, computer

Popis souboru: text

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/38621765
https://doaj.org/article/14eef2dfd4f24c2e88d4158cd9ec76fc

Edge Caching in Fog-Based Sensor Networks through Deep Learning-Associated Quantum Computing Framework

Autoři: Tayyabah Hasan Fahad Ahmad Muhammad Rizwan a další

Zdroj: Comput Intell Neurosci

Témata: Deep Learning, 0202 electrical engineering, electronic engineering, information engineering, Quantum Theory, 02 engineering and technology, Computing Methodologies, Algorithms, Research Article

Přístupová URL adresa: https://downloads.hindawi.com/journals/cin/2022/6138434.pdf
https://pubmed.ncbi.nlm.nih.gov/35035461

Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning

Autoři: Gianluca Mittone Nicoló Tonci Robert Birke a další

Zdroj: Proceedings of the 20th ACM International Conference on Computing Frontiers. :73-83

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computing methodologies, Distributed computing methodologies, Distributed algorithms, Machine learning, Machine learning approaches, Neural networks, Hardware, Emerging technologies, Analysis and design of emerging devices and systems, Emerging architectures, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, Edge Computing, Energy Consumption, Federated Learning, Green Computing, RISC-V, 02 engineering and technology, Distributed, Parallel, and Cluster Computing (cs.DC), 01 natural sciences, RISC-V, Energy Consumption, Federated Learning, Edge Computing, Green Computing, Machine Learning (cs.LG)

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2302.07946
https://hdl.handle.net/11568/1202687
https://doi.org/10.1145/3587135.3592211
https://hdl.handle.net/2318/1898473
https://doi.org/10.1145/3587135.3592211
https://arxiv.org/abs/2302.07946

Quantum Machine Learning Algorithms for Drug Discovery Applications

Autoři: Kushal Batra Kimberley M. Zorn Daniel H. Foil a další

Zdroj: Journal of Chemical Information and Modeling. 61:2641-2647

Témata: Machine Learning, 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, Support Vector Machine, SARS-CoV-2, Drug Discovery, COVID-19, Humans, Quantum Theory, Computing Methodologies, Algorithms, 3. Good health

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/34032436
https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/zh/covidwho-1241784
https://pubmed.ncbi.nlm.nih.gov/34032436/
https://www.ncbi.nlm.nih.gov/pubmed/34032436
https://dblp.uni-trier.de/db/journals/jcisd/jcisd61.html#BatraZFMGLE21
http://www.ncbi.nlm.nih.gov/pubmed/34032436
https://doi.org/10.1021/acs.jcim.1c00166

Towards Automatic Generation of Performance Models for Dynamic Tuning using Machine Learning

Autoři: Alcaraz Rodriguez, Jordi

Thesis Advisors: jordi_alc@hotmail.com, Sikora, Anna, César Galobardes, Eduardo

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Aprenentatge automàtic, Aprendizaje automático, Machine learning, Eines de rendiment, Herramientas de rendimiento, Performance tools, Computació d'altes prestacions, Computación de altas prestaciones, High performance computing, Ciències Experimentals

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/675104

Predicting Weaning Weight of Romanov Lambs From Biometric Measurements Before Weaning Age Using Machine Learning Algorithms.

Autoři: Eroğlu, Mehmet Turgut, Ali Osman Küçük, Mürsel a další

Zdroj: Veterinary Medicine & Science. Jul2025, Vol. 11 Issue 4, p1-8. 8p.

Témata: Machine learning, Animal breeding, Animal health, Artificial selection of animals, Random forest algorithms

Tabular and Deep Learning for the Whittle Index

Autoři: Robledo Relaño, Francisco Borkar, Vivek Ayesta, Urtzi a další

Přispěvatelé: Robledo Relaño, Francisco Borkar, Vivek Ayesta, Urtzi a další

Zdroj: ACM Transactions on Modeling and Performance Evaluation of Computing Systems. 9:1-21

Témata: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, CCS Concepts: Computing methodologies → Sequential decision making Machine learning Reinforcement Learning Whittle Index Markov Decision Problem Multi-armed Restless Bandit, Computer Science - Machine Learning, 0209 industrial biotechnology, Computer Science - Artificial Intelligence, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], 02 engineering and technology, Reinforcement Learning, 01 natural sciences, Markov Decision Problem, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], Machine Learning (cs.LG), CCS Concepts, Artificial Intelligence (cs.AI), [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], Whittle Index, Computing methodologies → Sequential decision making Machine learning, 0101 mathematics

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2406.02057
https://hal.science/hal-04599291v1/document
https://doi.org/10.1145/3670686
https://hal.science/hal-04599291v1

Hardware Implementation of Machine Learning and Deep-Learning Systems oriented to Image Processing

Autoři: Franco Frasser, Christiam Camilo

Thesis Advisors: Rosselló Sanz, José Luis, Roca Adrover, Miquel Jesús

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Digital Systerns, FPGA, Machine Learníng, Pattern Recognition, Artificial Neural Networks, Stochastic Computing, ConvolutionaI NeuralNetworks, Edge Computing, lmplementació eficient de Machíne Learning en hardware

Time: 621.3

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/674682

Human behavior analysis on political retweets using machine learning algorithms

Autoři: Het Patel Aditya Kansara Boppuru Rudra Prathap a další

Zdroj: Measurement: Sensors, Vol 27, Iss , Pp 100768- (2023)

Témata: Political retweet, Opinion mining, Text classification, Twitter, Computing methodologies, Machine learning algorithms, Electric apparatus and materials. Electric circuits. Electric networks, TK452-454.4

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2665917423001046; https://doaj.org/toc/2665-9174

Přístupová URL adresa: https://doaj.org/article/00468d3e8e5549e1ae6eac72e0a2118d

Comparison of Tree‐Based Machine Learning Algorithms for Classification of Livestock Breeds Based On Post‐Thaw Spermatological Parameters.

Autoři: Özen, Doğukan Özen, Hülya Gül, Elif Bersu a další

Zdroj: Veterinary Medicine & Science. Sep2025, Vol. 11 Issue 5, p1-10. 10p.

Témata: Livestock breeds, Machine learning, Semen analysis, CART algorithms, Classification, Cattle breeds

Anna: an open-source platform for real-time integration of machine learning classifiers with veterinary electronic health records.

Autoři: Kong, Chun Yin Vasquez, Picasso Farhoodimoghadam, Makan a další

Zdroj: BMC Veterinary Research. 10/2/2025, Vol. 21 Issue 1, p1-12. 12p.

Témata: Machine learning, Electronic health records, Open source software, Patient care, Veterinary medicine, Diagnosis, Classification algorithms, Synchronization

Online Metric Algorithms with Untrusted Predictions

Autoři: Antonios Antoniadis Christian Coester Marek Eliáš a další

Přispěvatelé: Antonios Antoniadis Christian Coester Marek Eliáš a další

Zdroj: Proceedings of the 37th International Conference on Machine Learning
Proceedings of Machine Learning Research

Témata: FOS: Computer and information sciences, Online algorithms, Metrical task systems, 0102 computer and information sciences, 02 engineering and technology, [INFO] Computer Science [cs], 01 natural sciences, Computing methodologies, ML AUGMENTED ALGORITHMS, METRICAL TASK SYSTEMS, CACHING, caching, CACHING, COMPETITIVE ANALYSIS, METRICAL TASK SYSTEMS, Machine learning, 2023 OA procedure, Computer Science - Data Structures and Algorithms, 0202 electrical engineering, electronic engineering, information engineering, [INFO]Computer Science [cs], competitive analysis, Data Structures and Algorithms (cs.DS), Theory of computation

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2003.02144
https://research.utwente.nl/en/publications/adaec16e-45d3-4d0c-a69d-05ea5e899fbf
https://doi.org/10.1145/3582689
https://ora.ox.ac.uk/objects/uuid:f6b96c83-9584-40ee-9df2-228bc6f05638
http://hdl.handle.net/21.11116/0000-0007-93BF-C
https://ruj.uj.edu.pl/xmlui/handle/item/311455
https://proceedings.icml.cc/static/paper_files/icml/2020/6657-Paper.pdf
https://ruj.uj.edu.pl/xmlui/handle/item/272144
https://dl.acm.org/doi/10.1145/3582689
https://hdl.handle.net/11565/4060543
https://doi.org/10.1145/3582689
https://hdl.handle.net/11565/4041704
https://proceedings.mlr.press/v119/antoniadis20a.html

Quantum machine learning for chemistry and physics

Autoři: Manas Sajjan Junxu Li Raja Selvarajan a další

Zdroj: Chemical Society Reviews. 51:6475-6573

Témata: Chemical Physics (physics.chem-ph), 0301 basic medicine, Condensed Matter - Materials Science, Quantum Physics, 0303 health sciences, Materials Science (cond-mat.mtrl-sci), FOS: Physical sciences, Computing Methodologies, Machine Learning, 03 medical and health sciences, Physics - Chemical Physics, Quantum Theory, Quantum Physics (quant-ph), Algorithms

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/35849066
http://arxiv.org/abs/2111.00851

Immunity-Based Orthogonal Weights Modification Algorithm: Immunity-based orthogonal weights modification algorithm

Autoři: Xiaotao Liang Shuo Yin Xing Zhao a další

Zdroj: Communications on Applied Mathematics and Computation. 7:718-732

Témata: neural network, continual learning (CL), computed tomography (CT), Computing methodologies for image processing, Artificial neural networks and deep learning, image processing

Popis souboru: application/xml

Přístupová URL adresa: https://zbmath.org/8034296
https://doi.org/10.1007/s42967-024-00377-y

DDoS Attack Detection on Cloud Computing Services using Algorithms of Machine Learning: Survey

Autoři: Chilla Sathvika Vuyyuru Satwika Yarrapothu Sruthi a další

Zdroj: 2023 7th International Conference on Computing Methodologies and Communication (ICCMC). :1094-1100