Search Results - automatic (machine OR machinery) learning algorithm based on genetics 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

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

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

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

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

Speech emotion recognition using optimized genetic algorithm-extreme learning machine

Authors: Albadr, Musatafa Abbas Abbood Tiun, Sabrina Ayob, Masri et al.

Source: Multimedia tools and applications. 81(17):23963-23989

Subject Terms: Emotion speech recognition, Optimized genetic algorithm-extreme learning machine, Mel frequency cepstral coefficients

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-485149

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

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.

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

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

An ensemble learning algorithm based on multimodal differential evolution and extreme learning machine.

Authors: Ma, Jie Li, Hong Gao, Weifeng et al.

Source: Memetic Computing; Jun2025, Vol. 17 Issue 2, p1-22, 22p

Optimization of digital landscape design system based on biomechanical simulation and machine learning algorithm in landscape architecture planning.

Authors: Yang, Ping Wang, Yetong Li, Yixiong

Source: Molecular & Cellular Biomechanics; 2025, Vol. 22 Issue 5, p1-17, 17p

Subject Terms: LANDSCAPE design, MACHINE learning, LANDSCAPE assessment, FINITE element method, RESOURCE allocation, DYNAMIC simulation

Innovative application of deep learning and genetic algorithm based on biomechanics in enterprise economics and audit management.

Authors: Quan, Mingyue

Source: Molecular & Cellular Biomechanics; 2025, Vol. 22 Issue 3, p1-13, 13p

Subject Terms: DEEP learning, GENETIC algorithms, RESOURCE allocation, BIOMECHANICS, ORGANIZATIONAL resilience, AUDITING, MANAGERIAL economics, DECISION making

Bio-inspired resource allocation optimization using evolution-based genetic algorithm for vocational education skill development: A natural selection approach.

Authors: Meng, Qiang Li, Zheng

Source: Molecular & Cellular Biomechanics; 2025, Vol. 22 Issue 5, p1-23, 23p

Subject Terms: RESOURCE allocation, VOCATIONAL education, EFFECTIVE teaching, MULTI-objective optimization, GENETIC algorithms, TALENT development

Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province.

Authors: Luo, Li Chen, Bangwei Zeng, Shengyin et al.

Source: Frontiers in Microbiology; 2025, p1-13, 13p

Subject Terms: GUT microbiota, MACHINE learning, MICROBIOTA, CHINESE people, PROVINCES, METAGENOMICS, MICROBIAL diversity, RANDOM forest algorithms

Geographic Terms: HUBEI Sheng (China), WUHAN (China)

Single Cell Transcriptomics Genomics Based on Machine Learning Algorithm: Constructing and Validating Neutrophil Extracellular Trap Gene Model in COPD.

Authors: Yu, Jia Xiao, Tiantian Pan, Yun et al.

Source: International Journal of General Medicine; Apr2025, Vol. 18, p2247-2261, 15p

Subject Terms: MACHINE learning, CHRONIC obstructive pulmonary disease, BRONCHOALVEOLAR lavage, TRANSCRIPTOMES, RNA sequencing

A HEART FAILURE PREDICTION ALGORITHM BASED ON IMPROVED REINFORCEMENT LEARNING FRAMEWORK.

Authors: ZHANG, YIJIE YANG, XIANGBO

Source: Journal of Mechanics in Medicine & Biology; Oct2024, Vol. 24 Issue 8, p1-15, 15p

Subject Terms: MACHINE learning, OPTIMIZATION algorithms, SWARM intelligence, HEART failure, GLOBAL optimization

Automatic Characterization of Prostate Suspect Lesions on T2-Weighted Image Acquisitions Using Texture Features and Machine-Learning Methods: A Pilot Study.

Authors: Telecan, Teodora Caraiani, Cosmin Boca, Bianca et al.

Source: Diagnostics (2075-4418); Jan2025, Vol. 15 Issue 1, p106, 15p

Subject Terms: MACHINE learning, ARTIFICIAL intelligence, FEATURE extraction, MAGNETIC resonance imaging, RADICAL prostatectomy

Genetic algorithm based deep learning model adaptation for improvising the motor imagery classification.

Authors: R, Vishnupriya Robinson, Neethu M, Ramasubba Reddy

Source: Brain-Computer Interfaces; Jun-Sep2024, Vol. 11 Issue 3, p98-109, 12p

Subject Terms: CONVOLUTIONAL neural networks, BRAIN-computer interfaces, MOTOR imagery (Cognition), DEEP learning, GENETIC algorithms