Výsledky vyhľadávania - automation machine learning algorithm based on genetics algorithms

A Cellular Automata-Based Crossover Operator for Binary Chromosome Population Genetic Algorithms.

Autori: Constantin, Doru Bălcău, Costel

Zdroj: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 15, p8750, 32p

Predmety: CELLULAR automata, GENETIC algorithms, CHROMOSOMES, K-nearest neighbor classification, IMAGE recognition (Computer vision), CLASSIFICATION algorithms

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

Autori: Roberto H. Q. Filho Rodrigo P. M. Ruiz Eisenhawer de M. Fernandes a ďalší

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

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

Popis súboru: electronic resource

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

Prístupová URL adresa: https://doaj.org/article/6c56a7560bc842d9bdb3e0500d21d3ae

GAOR: Genetic Algorithm-Based Optimization for Machine Learning Robustness in Communication Networks

Autori: Aderonke Thompson Jani Suomalainen

Zdroj: Network, Vol 5, Iss 1, p 6 (2025)

Predmety: machine learning, tree-based models, trustworthiness, robustness, optimization, Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95

Popis súboru: electronic resource

Relation: https://www.mdpi.com/2673-8732/5/1/6; https://doaj.org/toc/2673-8732

Prístupová URL adresa: https://doaj.org/article/79373b7443914d8c9fadac74657a0b00

Genetic Algorithm-Based Hyperparameter Optimization For Diabetes Type Prediction Using SVM And LSTM.

Autori: Abd Zaid, Mustafa M. Kareem, Ali Jumaah Nussairi, Ahmed Kateb a ďalší

Zdroj: International Journal of Environmental Sciences (2229-7359); 2025 Special Issue, Vol. 11, p1423-1438, 16p

Predmety: SUPPORT vector machines, LONG short-term memory, PREDICTION algorithms, MACHINE learning, ROUTINE diagnostic tests, MATHEMATICAL optimization, GENETIC algorithms, DIAGNOSIS of diabetes

GAOR: Genetic Algorithm-Based Optimization for Machine Learning Robustness in Communication Networks.

Autori: Thompson, Aderonke Suomalainen, Jani

Zdroj: Network (2673-8732); Mar2025, Vol. 5 Issue 1, p6, 25p

Predmety: MACHINE learning, TELECOMMUNICATION systems, RANDOM forest algorithms, TRUST, DATA distribution, INTRUSION detection systems (Computer security)

An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks.

Autori: Xie, Jin Teng, Yue Gao, Liang a ďalší

Zdroj: International Journal of Production Research; Nov2025, Vol. 63 Issue 21, p7921-7935, 15p

Predmety: PRODUCTION scheduling, OPTIMIZATION algorithms, MASS customization, BENCHMARK problems (Computer science), AUTOMATED planning & scheduling, MATHEMATICAL optimization

Artificial intelligence based approach for real time data analytics with machine learning.

Autori: Mendu, Mruthyunjaya Karthikeyan, C. Sudarshan, E. a ďalší

Zdroj: AIP Conference Proceedings; 2024, Vol. 2971 Issue 1, p1-13, 13p

Predmety: ARTIFICIAL intelligence, MACHINE learning, DEEP learning, GENETIC algorithms, GENETIC techniques, ERROR rates, RESEARCH personnel

Body Weight Estimation in Holstein × Zebu Crossbred Heifers: Comparative Analysis of XGBoost and LightGBM Algorithms.

Autori: Herrera‐Camacho, Jose Tırınk, Cem Parra‐Cortés, Rosa Inés a ďalší

Zdroj: Veterinary Medicine & Science. Jul2025, Vol. 11 Issue 4, p1-10. 10p.

Predmet: Machine learning, Milk yield, Body weight, Heifers, Rural geography

Empirical Enhancement of Intrusion Detection Systems: A Comprehensive Approach with Genetic Algorithm-based Hyperparameter Tuning and Hybrid Feature Selection.

Autori: Bakır, Halit Ceviz, Özlem

Zdroj: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Sep2024, Vol. 49 Issue 9, p13025-13043, 19p

Predmety: FEATURE selection, MACHINE learning, INTRUSION detection systems (Computer security), GENETIC algorithms

Genetic Algorithm-Based Multitier Ensemble Classifier for Diagnosis of Heart Disease

Autori: Thirumalaimuthu Thirumalaiappan Ramanathan Md. Jakir Hossen Md. Shohel Sayeed

Zdroj: International Journal on Robotics, Automation and Sciences. 6:29-35

Predmety: QA75.5-76.95 Electronic computers. Computer science, 3. Good health

Popis súboru: text

A Comparative Study on Optimizing Intelligent Tutoring System Based on Genetic Algorithm to Enhance the Effectiveness of Ideological and Political Education.

Autori: Su, Weiwei

Zdroj: Journal of Combinatorial Mathematics & Combinatorial Computing; Dec2025, Vol. 127a, p1871-1895, 25p

Predmety: EDUCATIONAL planning, VALUES (Ethics), GENETIC algorithms, BAYESIAN analysis, CIVICS education, LEARNING ability

Genetic Algorithm-Based Multitier Ensemble Classifier for Diagnosis of Heart Disease.

Autori: Thirumalaiappan Ramanathan, Thirumalaimuthu Hossen, Md. Jakir Sayeed, Md. Shohel

Zdroj: International Journal on Robotics, Automation & Sciences (IJORAS); 2024, Vol. 6 Issue 1, p29-35, 7p

Predmety: GENETIC algorithms, ARTIFICIAL intelligence, MACHINE learning, DIGITAL technology, DEEP learning

Smart hydroponic agriculture using genetic algorithm based k-nearest neighbors.

Autori: Sutrisno, Budi Surantha, Nico

Zdroj: Telkomnika; Oct2024, Vol. 22 Issue 5, p1231-1238, 8p

Predmety: REAL-time control, SUPERVISED learning, GENETIC algorithms, ELECTRONIC data processing, RASPBERRY Pi

A data-driven understanding of COVID-19 dynamics using sequential genetic algorithm based probabilistic cellular automata

Autori: Sayantari Ghosh Saumik Bhattacharya

Zdroj: Appl Soft Comput

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Physics - Physics and Society, Cellular Automata and Lattice Gases (nlin.CG), 1. No poverty, Computer Science - Neural and Evolutionary Computing, FOS: Physical sciences, Physics and Society (physics.soc-ph), 02 engineering and technology, Quantitative Biology - Quantitative Methods, Article, Machine Learning (cs.LG), 3. Good health, FOS: Biological sciences, 0202 electrical engineering, electronic engineering, information engineering, Neural and Evolutionary Computing (cs.NE), Nonlinear Sciences - Cellular Automata and Lattice Gases, Quantitative Methods (q-bio.QM)

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/32904415
http://arxiv.org/abs/2008.12020
https://pubmed.ncbi.nlm.nih.gov/32904415/
https://europepmc.org/article/PPR/PPR271030
https://www.sciencedirect.com/science/article/pii/S156849462030630X
https://covid19.elsevierpure.com/en/publications/a-data-driven-understanding-of-covid-19-dynamics-using-sequential
https://dblp.uni-trier.de/db/journals/corr/corr2008.html#abs-2008-12020
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7455552

An evolutionary KNN model for DDoS assault detection using genetic algorithm based optimization.

Autori: Rizvi, Fizza Sharma, Ravi Sharma, Nonita a ďalší

Zdroj: Multimedia Tools & Applications; Oct2024, Vol. 83 Issue 35, p83005-83028, 24p

Predmety: DENIAL of service attacks, RANDOM forest algorithms, K-nearest neighbor classification, CLASSIFICATION algorithms, GENETIC algorithms, DECISION trees

A Genetic Algorithm-based FinOps Model for Optimizing Infrastructure and DevOps Pipelines.

Autori: Belouaddane, Lahcen Said, Mehdi Ait Marzouk, Abderrahim a ďalší

Zdroj: International Journal of Intelligent Engineering & Systems; 2025, Vol. 18 Issue 9, p418-430, 13p

Predmety: CLOUD computing, RESOURCE management, GENETIC algorithms, COST functions, SERVICE-oriented architecture (Computer science), AGILE software development

Improving FinFET Device Parameters Through an Integrated Method of Particle Swarm and Whale Optimization Techniques.

Autori: Kumbar, Vijayalaxmi Waje, Manisha Khateb, Fabian

Zdroj: IET Circuits, Devices & Systems (Wiley-Blackwell); 8/28/2025, Vol. 2025, p1-16, 16p

Predmety: PARTICLE swarm optimization, FIELD-effect transistors, ELECTRONIC design automation, METAHEURISTIC algorithms, MACHINE learning, MATHEMATICAL optimization, STATIC random access memory

An ensemble deep learning framework for energy demand forecasting using genetic algorithm-based feature selection.

Autori: Sakib, Mohd Siddiqui, Tamanna Mustajab, Suhel a ďalší

Zdroj: PLoS ONE; 1/15/2025, Vol. 20 Issue 1, p1-28, 28p

Predmety: MACHINE learning, LONG short-term memory, DEMAND forecasting, FEATURE selection, STANDARD deviations, ENERGY consumption, DEEP learning

Quantum Machine Learning for Video Compression: An Optimal Video Frames Compression Model using Qutrits Quantum Genetic Algorithm for Video multicast over the Internet.

Autori: Hassen, Oday Ali Majeed, Huda Lafta Hussein, Mohammed Abdulhasan a ďalší

Zdroj: Journal of Cybersecurity & Information Management; 2025, Vol. 15 Issue 2, p43-64, 22p

Predmety: PULSE-code modulation, RUN-length encoding, VIDEO compression, VECTOR quantization, QUANTUM entanglement, QUANTUM information science

Synergistic Computing for Sustainable Energy Systems: A Review of Genetic Algorithm-Enhanced Approaches in Hydrogen, Wind, Solar, and Bioenergy Applications.

Autori: Wilk-Jakubowski, Jacek Lukasz Pawlik, Łukasz Ciopiński, Leszek a ďalší

Zdroj: Energies (19961073); Nov2025, Vol. 18 Issue 22, p6027, 31p

Predmety: SOLAR energy, GENETIC algorithms, CLEAN energy, RENEWABLE natural resources, WIND power, HYDROGEN, MATHEMATICAL optimization, BIOENERGETICS