Suchergebnisse - ((automatic OR automation) OR automatizace) machine learning algorithm based on genetic algorithms

Computational studies in glycobiological chemistry

Autoren: Fernández-Luengo Flores, Xavier

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

Quelle: TDX (Tesis Doctorals en Xarxa)

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

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/693204

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

Autoren: Orriols Puig, Albert

Weitere Verfasser: University/Department: Universitat Ramon Llull. EALS - Informàtica

Thesis Advisors: Bernardó Mansilla, Ester

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: 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

Dateibeschreibung: application/pdf

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

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

Autoren: Chavez Aguirre, Jean Piers Nicolas

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

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

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: 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

Dateibeschreibung: application/pdf

Zugangs-URL: 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

Autoren: Giacometto Torres, Francisco Javier

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

Thesis Advisors: Romeral Martínez, José Luis

Quelle: TDX (Tesis Doctorals en Xarxa)

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

Time: 621.3

Dateibeschreibung: application/pdf

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

Advances towards a robust AI-based glioma grading system

Autoren: Pitarch i Abaigar, Carla

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

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

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: 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

Dateibeschreibung: application/pdf

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

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

Autoren: Gómez Sánchez, Gonzalo

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

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

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: Àrees temàtiques de la UPC::Informàtica

Dateibeschreibung: application/pdf

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

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

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

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

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

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

Autoren: Amador Rios, Raziel

Weitere Verfasser: University/Department: Universitat de Barcelona. Departament de Genètica

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

Quelle: TDX (Tesis Doctorals en Xarxa)

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

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/675988

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

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

Quelle: Journal of Software.

Schlagwörter: 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

Dateibeschreibung: print

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

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

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

Novel approaches to improve mosquito surveillance

Autoren: González Pérez, Maria

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

Quelle: TDX (Tesis Doctorals en Xarxa)

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

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/691224

Genetic Algorithm based hyperparameter tuned CNN for identifying IoT intrusions.

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

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

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

Facing online challenges using learning classifier systems

Autoren: Sancho Asensio, Andreu

Weitere Verfasser: University/Department: Universitat Ramon Llull. EALS - Informàtica

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

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: 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

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/144508

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

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

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

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

Research on Efficiency Improvement Technology of Wide Range Centrifugal Pump Based on Genetic Algorithm and Internal Flow Loss Diagnosis.

Autoren: Liu, Zhenbo Ji, Leilei Pu, Wei et al.

Quelle: Water (20734441); Dec2024, Vol. 16 Issue 23, p3402, 28p

Schlagwörter: PRODUCTION losses, ROTATING machinery, GENETIC algorithms, CENTRIFUGAL pumps, ROTATIONAL motion, MECHANICAL energy

Intelligent Monitoring System for Deep Foundation Pit Based on Digital Twin.

Autoren: Pan, Peng Sun, Shuo-Hui Feng, Jie-Xun et al.

Quelle: Buildings (2075-5309); Feb2025, Vol. 15 Issue 3, p366, 24p

Schlagwörter: BUILDING foundations, OPTIMIZATION algorithms, BORED piles, ELASTIC modulus, DIGITAL twin

Application of some artificial intelligence optimization methods to determine the freshness of eggs.

Autoren: ŞAHİN, Hasan Alp ÖNDER, Hasan

Quelle: Turkish Journal of Veterinary & Animal Sciences. 2024, Vol. 48 Issue 3, p156-164. 9p.

Schlagworte: Artificial intelligence, Digital image processing, Artificial neural networks, Object recognition (Computer vision), Particle swarm optimization, Image compression

Una aproximación genética a la transcripción automática de músicaA genetic algorithm approach to automatic music transcription

Autoren: Reis, Gustavo Miguel Jorge dos

Zugangs-URL: http://hdl.handle.net/10662/1776

Fuzzing Technology Based on Information Theory for Industrial Proprietary Protocol.

Autoren: Che, Xin Geng, Yangyang Zhang, Ge et al.

Quelle: Electronics (2079-9292); Jul2023, Vol. 12 Issue 14, p3041, 17p

Schlagwörter: INFORMATION theory, PARSING (Computer grammar), PROGRAMMABLE controllers, GENETIC algorithms, INTERNET of things