Výsledky vyhledávání - (automation OR automatizacie) machinery learning algorithm based on genetics algorithms

A novel deep learning-based 1D-CNN-optimized GRU approach for heart disease prediction

Autoři: Jini Mol G. Ajith Bosco Raj T.

Zdroj: Automatika, Vol 66, Iss 1, Pp 79-90 (2025)

Témata: 1D-CNN, genetic algorithm (GA), optimized GRU (OGRU), SMOTE-ENN, Control engineering systems. Automatic machinery (General), TJ212-225, Automation, T59.5

Popis souboru: electronic resource

Relation: https://doaj.org/toc/0005-1144; https://doaj.org/toc/1848-3380

Přístupová URL adresa: https://doaj.org/article/f0ca2a0189ee4810b9f4232cda2a060a

A pillar-based microfluidic chip for T-cells and B-cells isolation and detection with machine learning algorithm

Autoři: Bilal Turan Taisuke Masuda Lei Wu a další

Zdroj: ROBOMECH Journal, Vol 5, Iss 1, Pp 1-9 (2018)

Témata: Technology, Artificial intelligence, Support vector machine, Industrial engineering. Management engineering, Microfluidics, 02 engineering and technology, Histogram of Oriented Gradients features, Biochemistry, Metastasis, Automation, Engineering, TJ1-1570, Nanotechnology, Mechanical engineering and machinery, TJ227-240, Paper-Based Microfluidics, Microfluidic Devices, Cell counting, Cancer, Life Sciences, Comprehensive Integration of Single-Cell Transcriptomic Data, T58.5-58.64, Algorithm, Chemistry, TJ212-225, Physical Sciences, Paper-Based Diagnostic Devices, 0210 nano-technology, Biomedical engineering, B-cells, Biomedical Engineering, Information technology, T55.4-60.8, Microfluidic Techniques for Particle Manipulation and Separation, Cell cycle, FOS: Medical engineering, Lab-on-a-Chip, Biochemistry, Genetics and Molecular Biology, Machine learning, Genetics, Image (mathematics), T1-995, Machine design and drawing, Molecular Biology, Biology, Technology (General), FOS: Nanotechnology, Histogram, Control engineering systems. Automatic machinery (General), T-cells, Circulating tumor cell, Computer science, Materials science, T59.5, Microfluidic chip, Biological system, FOS: Biological sciences, Cell

Přístupová URL adresa: https://robomechjournal.springeropen.com/track/pdf/10.1186/s40648-018-0124-8
https://doaj.org/article/743f31083b254b22819d5237f0e861e0
https://robomechjournal.springeropen.com/articles/10.1186/s40648-018-0124-8
https://link.springer.com/article/10.1186/s40648-018-0124-8
https://link.springer.com/content/pdf/10.1186/s40648-018-0124-8.pdf

Enhancing Fault Detection in CNC Machinery: A Deep Learning and Genetic Algorithm Approach.

Autoři: Mbilong, Paul Menounga Aarab, Zineb Belouadha, Fatima-Zahra a další

Zdroj: Ingénierie des Systèmes d'Information. Oct2023, Vol. 28 Issue 5, p1361-1375. 15p.

Témata: MACHINE learning, GENETIC algorithms, DEEP learning, MONITORING of machinery, CONVOLUTIONAL neural networks, NUMERICAL control of machine tools

Korporace: UNIVERSITY of Michigan

Feature fusion and selection using handcrafted vs. deep learning methods for multimodal hand biometric recognition.

Autoři: Artabaz S Sliman L

Zdroj: Scientific reports [Sci Rep] 2025 Aug 10; Vol. 15 (1), pp. 29237. Date of Electronic Publication: 2025 Aug 10.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy ze slovníku MeSH: Deep Learning* , Hand*/anatomy & histology , Biometric Identification*/methods , Biometry*/methods, Humans ; Algorithms ; Dermatoglyphics ; Reproducibility of Results

Research on bearing fault diagnosis based on improved genetic algorithm and BP neural network.

Autoři: Chen Z Zhu L Lu H a další

Zdroj: Scientific reports [Sci Rep] 2024 Jul 05; Vol. 14 (1), pp. 15527. Date of Electronic Publication: 2024 Jul 05.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: PubMed not MEDLINE; MEDLINE

A machine learning approach to population pharmacokinetic modelling automation.

Autoři: Richardson S Irurzun Arana I Nowojewski A a další

Zdroj: Communications medicine [Commun Med (Lond)] 2025 Jul 31; Vol. 5 (1), pp. 327. Date of Electronic Publication: 2025 Jul 31.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE

Machine learning-based optimization of geometrical accuracy in wire cut drilling.

Autoři: Ghasempour-Mouziraji, Mehran Hosseinzadeh, Morteza Hajimiri, Hossein a další

Zdroj: International Journal of Advanced Manufacturing Technology. Dec2022, Vol. 123 Issue 11/12, p4265-4276. 12p. 4 Color Photographs, 5 Diagrams, 8 Charts.

Témata: *AUTOMATION, *CUTTING machines, *GENETIC algorithms, *MACHINING, *MACHINERY, *MACHINE learning

Robotic manipulator motion planning method development using neural network-based intelligent system

Autoři: V. Khotsianivskyi V. Sineglazov

Zdroj: Machinery & Energetics, Vol 14, Iss 4, Pp 131-145 (2023)

Témata: deep learning models, smart technologies, Technology, 0209 industrial biotechnology, motion trajectory, Mechanics of engineering. Applied mechanics, 0202 electrical engineering, electronic engineering, information engineering, industrial automation, TA349-359, 02 engineering and technology, mechatronic structures

Přístupová URL adresa: https://doaj.org/article/1a5d1cd53da540fd98c29ba2cf17b032
https://doi.org/10.31548/machinery/4.2023.131

Predictive Maintenance of Mining Machinery Using Machine Learning Approaches

Autoři: Taghizadeh Vahed, Amir Ghodrati, Behzad Demirel, Nuray a další

Zdroj: Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019). :1242-1246

Témata: Maintenance, Machine learning, k-nearest neighbors, Multi-layer perceptron, Radial basis function, Genetic algorithm, Drift och underhållsteknik, Operation and Maintenance

Popis souboru: print

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-85882

Forecasting water quality variable using deep learning and weighted averaging ensemble models.

Autoři: Zamani MG Nikoo MR Jahanshahi S a další

Zdroj: Environmental science and pollution research international [Environ Sci Pollut Res Int] 2023 Dec; Vol. 30 (59), pp. 124316-124340. Date of Electronic Publication: 2023 Nov 24.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Springer Country of Publication: Germany NLM ID: 9441769 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1614-7499 (Electronic) Linking ISSN: 09441344 NLM ISO Abbreviation: Environ Sci Pollut Res Int Subsets: MEDLINE

Výrazy ze slovníku MeSH: Deep Learning*, Water Quality ; Ecosystem ; Neural Networks, Computer ; Algorithms ; Forecasting

Exploring Potential Hub Genes and Molecular Mechanisms Linking Cardia Carcinoma With Sjögren's Syndrome Based on Comprehensive Bioinformatics Analysis and Machine Learning.

Autoři: Qian M Chen Y Wang Z a další

Zdroj: The journal of gene medicine [J Gene Med] 2025 Sep; Vol. 27 (9), pp. e70044.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: John Wiley & Sons Country of Publication: England NLM ID: 9815764 Publication Model: Print Cited Medium: Internet ISSN: 1521-2254 (Electronic) Linking ISSN: 1099498X NLM ISO Abbreviation: J Gene Med Subsets: MEDLINE

Výrazy ze slovníku MeSH: Sjogren's Syndrome*/genetics , Sjogren's Syndrome*/complications , Computational Biology*/methods , Machine Learning* , Stomach Neoplasms*/genetics , Stomach Neoplasms*/pathology , Stomach Neoplasms*/etiology , Cardia*/pathology, Humans ; Gene Regulatory Networks ; Protein Interaction Maps/genetics ; Gene Expression Regulation, Neoplastic ; Gene Expression Profiling ; Nomograms ; Biomarkers, Tumor/genetics ; Databases, Genetic

Deep learning in water protection of resources, environment, and ecology: achievement and challenges.

Autoři: Fu X Jiang J Wu X a další

Zdroj: Environmental science and pollution research international [Environ Sci Pollut Res Int] 2024 Feb; Vol. 31 (10), pp. 14503-14536. Date of Electronic Publication: 2024 Feb 02.

Způsob vydávání: Journal Article; Review

Informace o časopise: Publisher: Springer Country of Publication: Germany NLM ID: 9441769 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1614-7499 (Electronic) Linking ISSN: 09441344 NLM ISO Abbreviation: Environ Sci Pollut Res Int Subsets: MEDLINE

Výrazy ze slovníku MeSH: Deep Learning*, Ecology ; Water Pollution/prevention & control ; Algorithms ; Water Resources

Advancing biological taxonomy in the AI era: deep learning applications, challenges, and future directions.

Autoři: Lu S Fang C Zeng H a další

Zdroj: Science China. Life sciences [Sci China Life Sci] 2025 Oct 23. Date of Electronic Publication: 2025 Oct 23.

Způsob vydávání: Journal Article; Review

Informace o časopise: Publisher: Science China Press, co-published with Springer Country of Publication: China NLM ID: 101529880 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1869-1889 (Electronic) Linking ISSN: 16747305 NLM ISO Abbreviation: Sci China Life Sci Subsets: MEDLINE

Unlocking the Potential of Zebrafish Research with Artificial Intelligence: Advancements in Tracking, Processing, and Visualization.

Autoři: Fan YL Hsu FR Wang Y a další

Zdroj: Medical & biological engineering & computing [Med Biol Eng Comput] 2023 Nov; Vol. 61 (11), pp. 2797-2814. Date of Electronic Publication: 2023 Aug 09.

Způsob vydávání: Journal Article; Review

Informace o časopise: Publisher: Springer Country of Publication: United States NLM ID: 7704869 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1741-0444 (Electronic) Linking ISSN: 01400118 NLM ISO Abbreviation: Med Biol Eng Comput Subsets: MEDLINE

Výrazy ze slovníku MeSH: Artificial Intelligence* , Deep Learning*, Animals ; Zebrafish ; Algorithms ; Neural Networks, Computer

Task-unit based trajectory generation for excavators utilizing expert operator skills.

Autoři: Feng, Chenlong Shen, Yuying Wang, Jixin a další

Zdroj: Automation in Construction. Feb2024, Vol. 158, pN.PAG-N.PAG. 1p.

Témata: *GAUSSIAN mixture models, *EXCAVATING machinery, *GENETIC algorithms

Next‐Generation Vaccines for Co‐Circulating PEDV and TGEV: Integrating Nucleic Acid Platforms, Mucosal Delivery, and AI–Driven Antigen Design.

Autoři: Hu, Xiaojun Wang, Zhenshan Wang, Shen a další

Zdroj: Transboundary & Emerging Diseases. 12/4/2025, Vol. 2025, p1-26. 26p.

A Multi-modal Data Platform for Diagnosis and Prediction of Alzheimer's Disease Using Machine Learning Methods.

Autoři: Pang, Zhen Wang, Xiang Wang, Xulong a další

Zdroj: Mobile Networks & Applications; Dec2021, Vol. 26 Issue 6, p2341-2352, 12p

Témata: ALZHEIMER'S disease, MACHINE learning, DIAGNOSIS, DATA mining, POSITRON emission tomography, CEREBROSPINAL fluid

Machine Learning Under Resource Constraints - Fundamentals

Autoři: Katharina Morik Peter Marwedel

Resource Type: eBook.

Témata: Machine learning

Categories: COMPUTERS / Information Technology, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Programming / Algorithms

Machine Learning Under Resource Constraints - Applications

Autoři: Katharina Morik Jörg Rahnenführer Christian Wietfeld

Resource Type: eBook.

Témata: Physics--Data processing, Machine learning

Categories: COMPUTERS / Information Technology, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Programming / Algorithms, SCIENCE / Chemistry / General

Vehicle state and parameter estimation based on adaptive anti-outlier unscented Kalman filter and GA-BPNN method.

Autoři: Yingjie Liu Dawei Cui Wen Peng

Zdroj: Journal of Vibroengineering. Feb2024, Vol. 26 Issue 1, p139-151. 13p.

Témata: *KALMAN filtering, *GENETIC engineering, *PARAMETER estimation, *GENETIC algorithms, *ADAPTIVE filters, *AUTOMOTIVE engineering