Search Results - (automation OR automatizace) machinery learning algorithm based on genetics algorithms

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

Authors: Jini Mol G. Ajith Bosco Raj T.

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

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

File Description: electronic resource

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

Access URL: https://doaj.org/article/f0ca2a0189ee4810b9f4232cda2a060a

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

Authors: Bilal Turan Taisuke Masuda Lei Wu et al.

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

Subject Terms: 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

Access URL: 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.

Authors: Mbilong, Paul Menounga Aarab, Zineb Belouadha, Fatima-Zahra et al.

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

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

Company/Entity: UNIVERSITY of Michigan

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

Authors: Ghasempour-Mouziraji, Mehran Hosseinzadeh, Morteza Hajimiri, Hossein et al.

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

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

Predictive Maintenance of Mining Machinery Using Machine Learning Approaches

Authors: Taghizadeh Vahed, Amir Ghodrati, Behzad Demirel, Nuray et al.

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

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

File Description: print

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

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

Authors: Qian M Chen Y Wang Z et al.

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

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: 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

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

Authors: Artabaz S Sliman L

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

Publication Type: Journal Article

Journal Info: 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

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

A machine learning approach to population pharmacokinetic modelling automation.

Authors: Richardson S Irurzun Arana I Nowojewski A et al.

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

Publication Type: Journal Article

Journal Info: 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

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

Authors: Chen Z Zhu L Lu H et al.

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

Publication Type: Journal Article

Journal Info: 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

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

Authors: Hu, Xiaojun Wang, Zhenshan Wang, Shen et al.

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

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

Authors: V. Khotsianivskyi V. Sineglazov

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

Subject Terms: 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

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

Gender identification of chicks using vocalisation signals, artificial intelligence and machine learning techniques: current status and future prospects.

Authors: Kannan, A. Basu, Joyanta Roy, Rajib et al.

Source: World's Poultry Science Journal. Mar2025, Vol. 81 Issue 1, p87-102. 16p.

A fault detection strategy for an ePump during EOL tests based on a knowledge-based vibroacoustic tool and supervised machine learning classifiers.

Authors: Borriello, Pasquale Tessicini, Fabrizio Ricucci, Giuseppe et al.

Source: Meccanica; Mar2024, Vol. 59 Issue 3, p279-304, 26p

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

Authors: Lu S Fang C Zeng H et al.

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

Publication Type: Journal Article; Review

Journal Info: 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

Automated landmark-based cat facial analysis and its applications.

Authors: Martvel, George Lazebnik, Teddy Feighelstein, Marcelo et al.

Source: Frontiers in Veterinary Science. 2024, p1-12. 12p.

A Novel Learning Algorithm Based on Bayesian Statistics: Modelling Thermostat Adjustments for Heating and Cooling in Buildings.

Authors: Ramallo-González, Alfonso P. González-Vidal, Aurora Terroso-Saenz, Fernando et al.

Source: Mathematics (2227-7390); Jul2022, Vol. 10 Issue 14, pN.PAG-N.PAG, 13p

Subject Terms: MACHINE learning, THERMOSTAT, BAYESIAN field theory, STATISTICS, AIR conditioning

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

Authors: Zamani MG Nikoo MR Jahanshahi S et al.

Source: 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.

Publication Type: Journal Article

Journal Info: 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

MeSH Terms: Deep Learning*, Water Quality ; Ecosystem ; Neural Networks, Computer ; Algorithms ; Forecasting

Dairy 4.0: Embracing Digital Technology for Sustainable Farming: A Review.

Authors: Sangode, Pallawi Baldeo¹ pallawi.sangode@sibmnagpur.edu.in

Source: Asian Journal of Dairy & Food Research. Apr2025, Vol. 44 Issue 2, p169-178. 11p.

Application and Research of Computer Intelligent Technology in Modern Agricultural Machinery Equipment.

Authors: Zhou, Hongyu Liu, Jinqi Huang, Fan

Source: Computational Intelligence & Neuroscience. 8/9/2022, p1-11. 11p.

Subject Terms: *COMPUTER engineering, *AGRICULTURAL technology, *ARTIFICIAL neural networks, *FEATURE extraction, *AGRICULTURAL equipment, *IRRIGATION management

Geographic Terms: CHINA

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

Authors: Fu X Jiang J Wu X et al.

Source: 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.

Publication Type: Journal Article; Review

Journal Info: 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

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