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

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

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

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

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

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

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

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

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

Autoři: Jianliang Min Qihao Li Weijie Lai a další

Zdroj: Frontiers in Pharmacology, Vol 16 (2025)

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

Popis souboru: electronic resource

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

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

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

Automatically Designing Network-Based Deep Transfer Learning Architectures Based on Genetic Algorithm for In-Situ Tool Condition Monitoring.

Autoři: Liu, Yuekai Yu, Yaoxiang Guo, Liang a další

Zdroj: IEEE Transactions on Industrial Electronics. Sep2022, Vol. 69 Issue 9, p9483-9493. 11p.

Témata: GENETIC algorithms, DEEP learning, MILLING cutters, SURFACE texture, ARCHITECTURAL design, EDGE computing

Predicting Heart Disease Using Automated Machine Learning Based on Genetic Algorithms.

Autoři: Jafarnejad, Ahmad Rezasoltani, Arman Khani, Amir Mohammad

Zdroj: Journal of Information Technology Management (JITM). 2025, Vol. 17 Issue 2, p91-122. 32p.

Témata: *MANUAL labor, PATTERN recognition systems, HEART diseases, EARLY diagnosis, GENETIC algorithms

Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing

Autoři: Helali Moghadam, Mahshid Borg, Markus Saadatmand, Mehrdad a další

Zdroj: Journal of Software.

Témata: advanced driver assistance systems, deep learning, evolutionary computation, lane-keeping system, machine learning testing, search-based testing, Automobile drivers, Biomimetics, Budget control, Deep neural networks, Embedded systems, Genetic algorithms, Learning systems, Particle swarm optimization (PSO), Software testing, Case-studies, Lane keeping, Machine-learning, Software Evolution, Software process, Test scenario

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-63851
https://doi.org/10.1002/smr.2591

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

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

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.

Novel approaches to improve mosquito surveillance

Autoři: González Pérez, Maria

Thesis Advisors: Talavera Forcades, Sandra, Aranda Pallero, Carlos, Busquets Martí, Núria, Accensi Alemany, Francesc

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Mosquits, Mosquito, Mosquitos, Entomologia, Entomology, Entomología, Vectors, Vectores, Ciències Experimentals, Tecnologies

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/691224

Automatic Digital Modulation Recognition Based on Genetic-Algorithm-Optimized Machine Learning Models

Autoři: Sam Ansari Khawla A. Alnajjar Mohamed Saad a další

Zdroj: IEEE Access, Vol 10, Pp 50265-50277 (2022)

Témata: Automatic modulation recognition, classification, feature extraction, genetic algorithm, machine learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Popis souboru: electronic resource

Relation: https://ieeexplore.ieee.org/document/9766134/; https://doaj.org/toc/2169-3536

Přístupová URL adresa: https://doaj.org/article/bb93edfa8f5647deacf8c3785f3e7a1f

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

Facing online challenges using learning classifier systems

Autoři: Sancho Asensio, Andreu

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

Thesis Advisors: Casillas Barranquero, Jorge, Golobardes Ribé, Elisabet

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Anàlisi dades qualitatives, Aprenentatge artificial, Optimització numèrica, Análisis de datos cuantitativos, Aprendizaje artificial, Optimización numérica, Qualitative data analysis, Machine learning, Numeric optimization, Enginyeria i Arquitectura

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/144508

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.