Výsledky vyhľadávania - (automatic OR automation) machine learning algorithm based on genetics algorithms

Development of a Genetic Algorithm-Based Control Strategy for Fuel Consumption Optimization in a Mild Hybrid Electrified Vehicle’s Electrified Propulsion System

Autori: Roberto H. Q. Filho Rodrigo P. M. Ruiz Eisenhawer de M. Fernandes a ďalší

Zdroj: Energies, Vol 17, Iss 9, p 2015 (2024)

Predmety: hybrid vehicles, virtualization, vehicle simulation, machine learning, genetic algorithm, tuning automation/automatic calibration, Technology

Popis súboru: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/9/2015; https://doaj.org/toc/1996-1073

Prístupová URL adresa: https://doaj.org/article/6c56a7560bc842d9bdb3e0500d21d3ae

Clinical-oriented tacrolimus dosing algorithms in kidney transplant based on genetic algorithm and deep forest

Autori: Jianliang Min Qihao Li Weijie Lai a ďalší

Zdroj: Frontiers in Pharmacology, Vol 16 (2025)

Predmety: kidney transplant, tacrolimus, genetic algorithm, deep forest, personalized dosing, machine learning, Therapeutics. Pharmacology, RM1-950

Popis súboru: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fphar.2025.1656197/full; https://doaj.org/toc/1663-9812

Prístupová URL adresa: https://doaj.org/article/3384d62b8cc743daa4d3cec51c871063

Post-earthquake functional recovery and resilience of seismically isolated hospitals and large-scale building portfolios

Autori: Chavez Aguirre, Jean Piers Nicolas

Prispievatelia: University/Department: Universitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental

Thesis Advisors: López Almansa, Francisco, Murcia Delso, Juan

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Functional recovery, Earthquake engineering, Resilience, Artificial intelligence, Seismic isolation, Multi-objective optimization, Clustering, Probabilistic analysis, Machine learning, Hospital, Large-scale models, Àrees temàtiques de la UPC::Enginyeria civil, Àrees temàtiques de la UPC::Edificació, 624 - Enginyeria civil i de la construcció en general, 69 - Materials de construcció. Pràctiques i procediments de construcció

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/695609
https://dx.doi.org/10.5821/dissertation-2117-444813

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

Autori: Özen, Doğukan Özen, Hülya Gül, Elif Bersu a ďalší

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

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

Adaptive load consumption modelling on the user side: contributions to load forecasting modelling based on supervised mixture of experts and genetic programming

Autori: Giacometto Torres, Francisco Javier

Prispievatelia: University/Department: Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica

Thesis Advisors: Romeral Martínez, José Luis

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Energy management, Machine learning, Knowledge discovery algorithms, Short time load forecasting, Ensemble learning, Àrees temàtiques de la UPC::Enginyeria electrònica

Time: 621.3

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/457631
https://dx.doi.org/10.5821/dissertation-2117-111507

Advances towards a robust AI-based glioma grading system

Autori: Pitarch i Abaigar, Carla

Prispievatelia: University/Department: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació

Thesis Advisors: Vellido Alcacena, Alfredo, Ribas Ripoll, Vicente Jorge

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: glioma grading, artificial intelligence, deep learning, magnetic resonance imaging, neuro-oncology, model robustness, reliable AI, data preprocessing, medical image analysis, Àrees temàtiques de la UPC::Informàtica, Àrees temàtiques de la UPC::Enginyeria biomèdica, 004 - Informàtica, 616.8 - Neurologia. Neuropatologia.Sistema nerviós

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/694181
https://dx.doi.org/10.5821/dissertation-2117-427440

Innovative application of deep learning and genetic algorithm based on biomechanics in enterprise economics and audit management.

Autori: Quan, Mingyue

Zdroj: Molecular & Cellular Biomechanics; 2025, Vol. 22 Issue 3, p1-13, 13p

Predmety: DEEP learning, GENETIC algorithms, RESOURCE allocation, BIOMECHANICS, ORGANIZATIONAL resilience, AUDITING, MANAGERIAL economics, DECISION making

2D Prediction of the Nutritional Composition of Dishes from Food Images: Deep Learning Algorithm Selection and Data Curation Beyond the Nutrition5k Project.

Autori: Bianco, Rachele Coluccia, Sergio Marinoni, Michela a ďalší

Zdroj: Nutrients. Jul2025, Vol. 18 Issue 13, p2196. 23p.

GAOR: Genetic Algorithm-Based Optimization for Machine Learning Robustness in Communication Networks

Autori: Aderonke Thompson Jani Suomalainen

Zdroj: Network, Vol 5, Iss 1, p 6 (2025)

Predmety: machine learning, tree-based models, trustworthiness, robustness, optimization, Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95

Popis súboru: electronic resource

Relation: https://www.mdpi.com/2673-8732/5/1/6; https://doaj.org/toc/2673-8732

Prístupová URL adresa: https://doaj.org/article/79373b7443914d8c9fadac74657a0b00

Bio-inspired resource allocation optimization using evolution-based genetic algorithm for vocational education skill development: A natural selection approach.

Autori: Meng, Qiang Li, Zheng

Zdroj: Molecular & Cellular Biomechanics; 2025, Vol. 22 Issue 5, p1-23, 23p

Predmety: RESOURCE allocation, VOCATIONAL education, EFFECTIVE teaching, MULTI-objective optimization, GENETIC algorithms, TALENT development

Deep-learning-based buffalo identification through muzzle pattern images.

Autori: Ermetin, Orhan Örnek, Humar Kahramanlı

Zdroj: Archives Animal Breeding / Archiv Tierzucht. 2025, Vol. 68 Issue 3, p473-484. 12p.

Predmet: Artificial intelligence, Water buffalo, Artificial neural networks, Biometric identification, Livestock, Convolutional neural networks, Deep learning, Identification of animals

Body Weight Estimation in Holstein × Zebu Crossbred Heifers: Comparative Analysis of XGBoost and LightGBM Algorithms.

Autori: Herrera‐Camacho, Jose Tırınk, Cem Parra‐Cortés, Rosa Inés a ďalší

Zdroj: Veterinary Medicine & Science. Jul2025, Vol. 11 Issue 4, p1-10. 10p.

Predmet: Machine learning, Milk yield, Body weight, Heifers, Rural geography

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

Autori: Gómez Sánchez, Gonzalo

Prispievatelia: 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)

Predmety: Àrees temàtiques de la UPC::Informàtica

Popis súboru: application/pdf

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

Unravelling the Role of Long Noncoding RNAs in the Context of Cell-growth and Regeneration

Autori: Amador Rios, Raziel

Prispievatelia: University/Department: Universitat de Barcelona. Departament de Genètica

Thesis Advisors: Corominas, Montserrat (Montserrat Guiu), Guigó Serra, Roderic

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Genètica, Genética, Genetics, RNA, ARN, Aprenentatge automàtic, Aprendizaje automático, Machine learning, Regeneració (Biologia), Regeneración (Biología), Regeneration (Biology), Ciències Experimentals i Matemàtiques

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/675988

A Genetic Algorithm Based Optimized Convolutional Neural Network for Face Recognition

Autori: Karlupia Namrata Mahajan Palak Abrol Pawanesh a ďalší

Zdroj: International Journal of Applied Mathematics and Computer Science, Vol 33, Iss 1, Pp 21-31 (2023)

Predmety: convolutional neural network, hyperparameters, genetic algorithm, deep learning, evolutionary techniques, Mathematics, QA1-939, Electronic computers. Computer science, QA75.5-76.95

Popis súboru: electronic resource

Relation: https://doaj.org/toc/2083-8492

Prístupová URL adresa: https://doaj.org/article/79aa36d3529e406abd17187190e874ec

Genetic Algorithm based hyperparameter tuned CNN for identifying IoT intrusions.

Autori: R., Alexander K., Pradeep Mohan Kumar

Zdroj: KSII Transactions on Internet & Information Systems. Mar2024, Vol. 18 Issue 3, p755-778. 24p.

Predmety: Genetic algorithms, Convolutional neural networks, Machine learning, Intrusion detection systems (Computer security), Deep learning, Internet of things

Underwater Modulation Classification Using Discrete Wavelet Transform and Genetic Algorithm

Autori: Ali Çimen Erdoğan Aldemir Timur Düzenli

Zdroj: International Journal of Pioneering Technology and Engineering, Vol 4, Iss 01, Pp 43-49 (2025)

Predmety: underwater wireless optical communication, discrete wavelet transform, genetic algorithm, automatic modulation classification, feature selection, Engineering (General). Civil engineering (General), TA1-2040

Popis súboru: electronic resource

Relation: https://ijpte.com/index.php/ijpte/article/view/124; https://doaj.org/toc/2822-454X

Prístupová URL adresa: https://doaj.org/article/9050c2dffe054e9aacd31305c6bccc8c

Predicting Live Weight for Female Rabbits of Meat Crosses From Body Measurements Using LightGBM, XGBoost and Support Vector Machine Algorithms.

Autori: Önder, Hasan Tirink, Cem Yakubets, Taras a ďalší

Zdroj: Veterinary Medicine & Science. Jan2025, Vol. 11 Issue 1, p1-12. 12p.

Predmet: Support vector machines, Standard deviations, Chest (Anatomy), Mathematical models, Animal welfare

Computational studies in glycobiological chemistry

Autori: Fernández-Luengo Flores, Xavier

Thesis Advisors: Masgrau i Fontanet, Laura, Marechal , Jean Didier Pierre

Zdroj: TDX (Tesis Doctorals en Xarxa)

Predmety: Modelatge molecular, Molecular modeling, Modelaje molecular, Glicobiologia, Glycobiology, Glicobiología, Desenvolupament de software, Software development, Desarrollo de software, Ciències Experimentals

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/10803/693204

Genetic algorithm based deep learning model adaptation for improvising the motor imagery classification.

Autori: R, Vishnupriya Robinson, Neethu M, Ramasubba Reddy

Zdroj: Brain-Computer Interfaces; Jun-Sep2024, Vol. 11 Issue 3, p98-109, 12p

Predmety: CONVOLUTIONAL neural networks, BRAIN-computer interfaces, MOTOR imagery (Cognition), DEEP learning, GENETIC algorithms