Search Results - automatic 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

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

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

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

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

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

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

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.

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

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

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.

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

Authors: Khan, Ali Hussain Sarkar, Shib Sankar Mali, Kalyani et al.

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

Subject Terms: FEATURE selection, GENETIC algorithms, MACHINE learning, FEATURE extraction

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

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

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

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

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

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)

Authors: 张 宇 张 健 齐 林

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

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.

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

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

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

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

Applications and Considerations of Artificial Intelligence in Veterinary Sciences: A Narrative Review.

Authors: Akbarein, Hesameddin Taaghi, Mohammad Hussein Mohebbi, Mahyar et al.

Source: Veterinary Medicine & Science. May2025, Vol. 11 Issue 3, p1-29. 29p.

Subjects: Machine learning, Artificial intelligence, Veterinary medicine, Resource allocation, Medical research