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

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

Autoři: Giacometto Torres, Francisco Javier

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

Thesis Advisors: Romeral Martínez, José Luis

Zdroj: TDX (Tesis Doctorals en Xarxa)

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

Time: 621.3

Popis souboru: application/pdf

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

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

Autoři: Chavez Aguirre, Jean Piers Nicolas

Přispěvatelé: 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)

Témata: 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 souboru: application/pdf

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

Advances towards a robust AI-based glioma grading system

Autoři: Pitarch i Abaigar, Carla

Přispěvatelé: 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)

Témata: 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 souboru: application/pdf

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

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

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

Autoři: Amador Rios, Raziel

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

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

Zdroj: TDX (Tesis Doctorals en Xarxa)

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

Popis souboru: application/pdf

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

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

Autoři: Bianco, Rachele Coluccia, Sergio Marinoni, Michela a další

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

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

Autoři: Herrera‐Camacho, Jose Tırınk, Cem Parra‐Cortés, Rosa Inés a další

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

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

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

Computational studies in glycobiological chemistry

Autoři: Fernández-Luengo Flores, Xavier

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

Zdroj: TDX (Tesis Doctorals en Xarxa)

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

Popis souboru: application/pdf

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

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

Autoři: Ermetin, Orhan Örnek, Humar Kahramanlı

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

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

New Challenges in Learning Classifier Systems: Mining Rarities and Evolving Fuzzy Models

Autoři: Orriols Puig, Albert

Přispěvatelé: University/Department: Universitat Ramon Llull. EALS - Informàtica

Thesis Advisors: Bernardó Mansilla, Ester

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: fuzzy models, the class imbalance problem, machine learning, modelos difusos, genetic algorithms, learning classifier systems, problema del desbalanceo de clases, algoritmos genéticos, sistemas clasificadores, aprendizaje automático, problema del desbalanceig de classes, models difusos, aprenentatge automàtic, sistemes classificadors, algorismes genètics, Les Tecnologies de la informació i les comunicacions i la seva gestió

Popis souboru: application/pdf

Přístupová URL adresa: http://www.tdx.cat/TDX-1229108-105809
http://hdl.handle.net/10803/9159

Collaborative sorting: integrating pneumatic separation and manipulator techniques for efficient coal gangue sorting.

Autoři: Zhang, Jie Li, Bo Xia, Rui a další

Zdroj: International Journal of Coal Preparation & Utilization; 2025, Vol. 45 Issue 5, p1092-1113, 22p

Témata: ENERGY consumption, ENVIRONMENTAL protection, COAL, GENETIC algorithms

Parallel analog circuit optimization method based on genetic algorithm and machine learning

Characterization of microbiota signatures in Iberian pig strains using machine learning algorithms.

Autoři: Azouggagh, Lamiae Ibáñez-Escriche, Noelia Martínez-Álvaro, Marina a další

Zdroj: Animal Microbiome. 2/3/2025, Vol. 7 Issue 1, p1-15. 15p.

基于遗传算法优化 Canny 算子的织绣文物纹样抽取方法研究. (Chinese)

Alternate Title: Research on the extraction method of woven and embroidered artifacts' patterns based on genetic algorithm optimization of Canny operator. (English)

Autoři: 张 宇 张 健 齐 林

Zdroj: Journal of Silk; 2024, Vol. 61 Issue 6, p1-12, 12p

A parallel analog circuit optimization method based on genetic algorithm and machine learning

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

Autoři: Önder, Hasan Tirink, Cem Yakubets, Taras a další

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

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

Development of an Artificial Intelligence Algorithm to Detect Pathological Repolarization Disorders on the ECG and the Risk of Ventricular Arrhythmias (DEEPECG4U)

Autoři: UMMISCO - Institute of Research for Development (IRD)

Zdroj: Development of an Artificial Intelligence Algorithm to Detect Pathological Repolarization Disorders on the ECG and the Risk of Ventricular Arrhythmias

Predicting body weight in Ross 308 broiler chickens using a data mining algorithm approach.

Autoři: Bila, L.¹ bilalubabalo94@gmail.com

Zdroj: South African Journal of Animal Science. 2025, Vol. 55 Issue 6, p291-303. 13p.

Témata: Broiler chickens, Data mining, Prediction models, Poultry as food, Predictive validity, Decision trees, Weighing instruments, Morphology

A Genetic Algorithm Based Feature Selection Approach for Microstructural Image Classification.

Autoři: Khan, Ali Hussain Sarkar, Shib Sankar Mali, Kalyani a další

Zdroj: Experimental Techniques; Apr2022, Vol. 46 Issue 2, p335-347, 13p

Témata: FEATURE selection, GENETIC algorithms, MACHINE learning, FEATURE extraction