Search Results - Automatic machine learning algorithm based on genetic algorithms

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

Genetic Algorithm based hyperparameter tuned CNN for identifying IoT intrusions.

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

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

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

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

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

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

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

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

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

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

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

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

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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

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

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

Construction of rapid early warning and comprehensive analysis models for urban waterlogging based on AutoML and comparison of the other three machine learning algorithms.

Authors: Guo, Yuchen Quan, Lihong Song, Lili et al.

Source: Journal of Hydrology. Feb2022, Vol. 605, pN.PAG-N.PAG. 1p.

Subject Terms: *MACHINE learning, *BACK propagation, *DEEP learning, *GENETIC algorithms, *PRECIPITATION forecasting

Geographic Terms: TIANJIN (China)

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

Authors: ŞAHİN, Hasan Alp ÖNDER, Hasan

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

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

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

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

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

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

Novel approaches to improve mosquito surveillance

Authors: González Pérez, Maria

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

Source: TDX (Tesis Doctorals en Xarxa)

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

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/691224

Facing online challenges using learning classifier systems

Authors: Sancho Asensio, Andreu

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

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

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: 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

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/144508

Fuzzing Technology Based on Information Theory for Industrial Proprietary Protocol.

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

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

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

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

Authors: Reis, Gustavo Miguel Jorge dos

Access URL: http://hdl.handle.net/10662/1776