Search Results - (automatic OR automation) machine learning algorithm based on genetic algorithms*

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

Authors: Chavez Aguirre, Jean Piers Nicolas

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

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

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: 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

File Description: application/pdf

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

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

Authors: Jianliang Min Qihao Li Weijie Lai et al.

Source: Frontiers in Pharmacology, Vol 16 (2025)

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

File Description: electronic resource

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

Access URL: https://doaj.org/article/3384d62b8cc743daa4d3cec51c871063

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

Authors: Giacometto Torres, Francisco Javier

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

Thesis Advisors: Romeral Martínez, José Luis

Source: TDX (Tesis Doctorals en Xarxa)

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

Time: 621.3

File Description: application/pdf

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

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

Authors: Özen, Doğukan Özen, Hülya Gül, Elif Bersu et al.

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

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

Advances towards a robust AI-based glioma grading system

Authors: Pitarch i Abaigar, Carla

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

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

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: 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

File Description: application/pdf

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

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

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

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

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

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

Authors: Sam Ansari Khawla A. Alnajjar Mohamed Saad et al.

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

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

File Description: electronic resource

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

Access URL: https://doaj.org/article/bb93edfa8f5647deacf8c3785f3e7a1f

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

Authors: Ermetin, Orhan Örnek, Humar Kahramanlı

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

Subjects: 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.

Authors: Herrera‐Camacho, Jose Tırınk, Cem Parra‐Cortés, Rosa Inés et al.

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

Subjects: 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.

Authors: Bianco, Rachele Coluccia, Sergio Marinoni, Michela et al.

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

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

Authors: Amador Rios, Raziel

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

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

Source: TDX (Tesis Doctorals en Xarxa)

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

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/675988

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

Authors: Gómez Sánchez, Gonzalo

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

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

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

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

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

Authors: Önder, Hasan Tirink, Cem Yakubets, Taras et al.

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

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

Computational studies in glycobiological chemistry

Authors: Fernández-Luengo Flores, Xavier

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

Source: TDX (Tesis Doctorals en Xarxa)

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

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/693204

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

Authors: Orriols Puig, Albert

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

Thesis Advisors: Bernardó Mansilla, Ester

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: 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

File Description: application/pdf

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

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

Authors: Azouggagh, Lamiae Ibáñez-Escriche, Noelia Martínez-Álvaro, Marina et al.

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

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

Authors: Liu, Yuekai Yu, Yaoxiang Guo, Liang et al.

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

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

Comparison of machine learning algorithms and multiple linear regression for live weight estimation of Akkaraman lambs.

Authors: Kozaklı, Özge Ceyhan, Ayhan Noyan, Mevlüt

Source: Tropical Animal Health & Production. Sep2024, Vol. 56 Issue 7, p1-10. 10p.

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

Authors: Helali Moghadam, Mahshid Borg, Markus Saadatmand, Mehrdad et al.

Source: Journal of Software.

Subject Terms: 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

File Description: print

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

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

Authors: Zhang, Jie Li, Bo Xia, Rui et al.

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

Subject Terms: ENERGY consumption, ENVIRONMENTAL protection, COAL, GENETIC algorithms