Search Results - Automatic machine learning algorithm based on genetics algorithms

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

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

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

Development of a Genetic Algorithm-Based Control Strategy for Fuel Consumption Optimization in a Mild Hybrid Electrified Vehicle’s Electrified Propulsion System

Authors: Roberto H. Q. Filho Rodrigo P. M. Ruiz Eisenhawer de M. Fernandes et al.

Source: Energies, Vol 17, Iss 9, p 2015 (2024)

Subject Terms: hybrid vehicles, virtualization, vehicle simulation, machine learning, genetic algorithm, tuning automation/automatic calibration, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/9/2015; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/6c56a7560bc842d9bdb3e0500d21d3ae

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

File Description: application/pdf

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

A Genetic Algorithm Based Optimized Convolutional Neural Network for Face Recognition

Authors: Karlupia Namrata Mahajan Palak Abrol Pawanesh et al.

Source: International Journal of Applied Mathematics and Computer Science, Vol 33, Iss 1, Pp 21-31 (2023)

Subject Terms: convolutional neural network, hyperparameters, genetic algorithm, deep learning, evolutionary techniques, Mathematics, QA1-939, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/2083-8492

Access URL: https://doaj.org/article/79aa36d3529e406abd17187190e874ec

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

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

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

Underwater Modulation Classification Using Discrete Wavelet Transform and Genetic Algorithm

Authors: Ali Çimen Erdoğan Aldemir Timur Düzenli

Source: International Journal of Pioneering Technology and Engineering, Vol 4, Iss 01, Pp 43-49 (2025)

Subject Terms: underwater wireless optical communication, discrete wavelet transform, genetic algorithm, automatic modulation classification, feature selection, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://ijpte.com/index.php/ijpte/article/view/124; https://doaj.org/toc/2822-454X

Access URL: https://doaj.org/article/9050c2dffe054e9aacd31305c6bccc8c

Automatic classification of epilepsy types using ontology-based and genetics-based machine learning

Authors: Elmar Berghöfer Laura Tassi Roberto Spreafico et al.

Source: Artificial Intelligence in Medicine. 61:79-88

Subject Terms: Electroencephalography, Data mining (knowledge discovery) from medical data, Epileptogenic zone identification, Genetics-based classification, Ontology-based classification, 6. Clean water, 3. Good health, Diagnosis, Differential, 03 medical and health sciences, 0302 clinical medicine, Epilepsy, Temporal Lobe, Artificial Intelligence, Data Mining, Humans, Diagnosis, Computer-Assisted, Epilepsies, Partial, Algorithms

File Description: application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/24743020
http://europepmc.org/abstract/MED/24743020
http://www.sciencedirect.com/science/article/pii/S0933365714000207
https://moh-it.pure.elsevier.com/en/publications/automatic-classification-of-epilepsy-types-using-ontology-based-a
https://dblp.uni-trier.de/db/journals/artmed/artmed61.html#KassahunPMBTCSFK14
https://re.public.polimi.it/handle/11311/779316
https://www.sciencedirect.com/science/article/pii/S0933365714000207
https://hdl.handle.net/11311/779316

Genetic algorithm based active fault-tolerant control system for air fuel ratio control of internal combustion engines

Authors: Muhammad Sajid Iqbal Arslan Ahmed Amin

Source: Measurement + Control, Vol 55 (2022)

Subject Terms: MATLAB, Artificial intelligence, 0209 industrial biotechnology, Control (management), 02 engineering and technology, Process Fault Detection and Diagnosis in Industries, Redundancy (engineering), Automotive engineering, Quantum mechanics, 7. Clean energy, Reliability engineering, Fault (geology), Internal Combustion Engines, Engineering, Fault Isolation, Actuator, Machine learning, Control theory (sociology), T1-995, Constraint Handling, Technology (General), FOS: Chemical engineering, Seismology, Fluid Flow and Transfer Processes, Control engineering systems. Automatic machinery (General), Chemical Kinetics of Combustion Processes, Control engineering, Physics, Fault tolerance, Observer (physics), Geology, FOS: Earth and related environmental sciences, Chemical Engineering, Fault Detection, Internal combustion engine, Computer science, Operating system, Model Predictive Control in Industrial Processes, Genetic algorithm, Control and Systems Engineering, 13. Climate action, TJ212-225, Electrical engineering, Physical Sciences, Fault detection and isolation, Robust Control

Access URL: https://doaj.org/article/a221c489f2b74ebd81630adbd298e0bb

Automatic Design Framework of Dielectric Elastomer Actuators: Neural Network-Based Real-Time Simulation, Genetic Algorithm-Based Electrode Optimization, and Experimental Verification

Authors: Zijian Qin Jieji Ren Feifei Chen et al.

Source: Soft Robotics.

Access URL: https://pubmed.ncbi.nlm.nih.gov/39610306

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

Binary bat algorithm based feature selection with deep reinforcement learning technique for intrusion detection system

Authors: S. Baghavathi Priya K. Pradeep Mohan Kumar

Source: Soft Computing. 27:10777-10788

Subject Terms: Artificial intelligence, Computer Networks and Communications, Feature (linguistics), Dynamic Analysis, Pattern recognition (psychology), 7. Clean energy, Identification (biology), Characterization and Detection of Android Malware, Behavioral Analysis, Selection (genetic algorithm), Reinforcement learning, Machine learning, 14. Life underwater, Data mining, Biology, Hyperparameter, Geography, Intrusion detection system, Botany, Cognitive Radio Networks and Smart Technologies, Linguistics, Computer science, Intrusion Detection, FOS: Philosophy, ethics and religion, 3. Good health, Detection, Philosophy, Computer Science, Physical Sciences, Signal Processing, Feature selection, Network Intrusion Detection and Defense Mechanisms, FOS: Languages and literature, Botnet Detection, Benchmark (surveying), Geodesy

Classification of Arecanut X-Ray Images for Quality Assessment Using Adaptive Genetic Algorithm and Deep Learning

Authors: Praveen M. Naik Bhawana Rudra

Source: IEEE Access, Vol 11, Pp 127619-127636 (2023)

Subject Terms: X-ray, arecanut, deep learning, Agriculture, Electrical engineering. Electronics. Nuclear engineering, hyperparameter optimization, nondestructive, TK1-9971

Access URL: https://doaj.org/article/9b72a761f36341c99140bbcf6a169b92

A Novel PSO Based Fuzzy Controller for Robust Operation of Solid-State Transfer Switch and Fast Load Transfer in Power Systems

Authors: Glorria Sebastian M. A. Hannan Ali Q. Al-Shetwi et al.

Source: IEEE Access, Vol 10, Pp 37369-37381 (2022)

Subject Terms: Artificial intelligence, 0211 other engineering and technologies, fuzzy control, Energy Engineering and Power Technology, Fitness function, optimization algorithm, Control (management), 02 engineering and technology, Quantum mechanics, Engineering, Maximum power transfer theorem, Machine learning, FOS: Electrical engineering, electronic engineering, information engineering, Control theory (sociology), 0202 electrical engineering, electronic engineering, information engineering, Electrical and Electronic Engineering, Biology, Energy, Transfer function, Particle swarm optimization, Physics, Controller (irrigation), power system faults, Power System Stability and Control Analysis, Voltage, Power (physics), Computer science, Agronomy, TK1-9971, Fuzzy logic, Approximation error, Algorithm, Genetic algorithm, Control and Systems Engineering, Electrical engineering, load transfer, Physical Sciences, Control and Synchronization in Microgrid Systems, Electrical engineering. Electronics. Nuclear engineering, Energy Storage in Power Systems, Automatic solid-state transfer switch, Power System Stability, power transfer, Voltage Stability

Access URL: https://doaj.org/article/79879bdb9ca94b69ae337a9a1351a863

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.

BASPRO: A Balanced Script Producer for Speech Corpus Collection Based on the Genetic Algorithm

Authors: Yu-Wen Chen Hsin-Min Wang Yu Tsao

Source: APSIPA Transactions on Signal and Information Processing, Vol 12, Iss 3 (2023)

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing, QA75.5-76.95, Machine Learning (cs.LG), 03 medical and health sciences, Artificial Intelligence (cs.AI), Audio and Speech Processing (eess.AS), Electronic computers. Computer science, FOS: Electrical engineering, electronic engineering, information engineering, Neural and Evolutionary Computing (cs.NE), 0305 other medical science, Computation and Language (cs.CL), Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2301.04120
https://doaj.org/article/63c209af27814db1900d13e430bf4556