Search Results - automation 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

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

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

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

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

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

Mobility Assisted Sensor Node Self-Deployment for Maximizing the Coverage of Wireless Sensor Networks using A Genetic Algorithm

Authors: V. Violet Juli J. Raja

Source: The Journal of Engineering Research, Vol 10, Iss 2, Pp 33-45 (2013)

Subject Terms: Wireless Home Automation Systems, MATLAB, 0209 industrial biotechnology, Computer Networks and Communications, Mobile Sensor Deployment, Structural engineering, Node (physics), 02 engineering and technology, Mobile wireless sensor network, Real-time computing, Wireless Indoor Localization Techniques and Systems, Engineering, Machine learning, coverage, deployment, network, population size and sensor, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, Software deployment, Mechanical engineering and machinery, WiFi Fingerprinting, Electrical and Electronic Engineering, Wireless network, Key distribution in wireless sensor networks, Computer network, Wireless Sensor Networks: Survey and Applications, Sensors, Sensor node, Engineering (General). Civil engineering (General), Mobile Positioning, Computer science, Operating system, Genetic algorithm, Computer Science, Physical Sciences, Wireless, Telecommunications, TJ, TA1-2040, Wireless Sensor Networks, Wireless sensor network

File Description: application/pdf; text

Access URL: https://journals.squ.edu.om/index.php/tjer/article/download/129/721
https://strathprints.strath.ac.uk/16532/8/strathprints016532.pdf
https://doaj.org/article/696aec0157644361820dd07b1633721e
https://strathprints.strath.ac.uk/16532/
https://pure.strath.ac.uk/portal/en/publications/bubble-formation-at-two-adjacent-submerged-orifices-in-inviscid-fluids(8c047d4c-63f3-4ee8-851e-26b4e82491dd).html
https://journals.squ.edu.om/index.php/tjer/article/view/129
https://journals.squ.edu.om/index.php/tjer/article/download/129/721
https://pureportal.strath.ac.uk/en/publications/bubble-formation-at-two-adjacent-submerged-orifices-in-inviscid-f

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

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.

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

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

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

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

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

Authors: Fan YL Hsu FR Wang Y et al.

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

Publication Type: Journal Article; Review

Journal Info: 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

MeSH Terms: Artificial Intelligence* , Deep Learning*, Animals ; Zebrafish ; Algorithms ; Neural Networks, Computer

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.

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

Authors: Feng, Chenlong Shen, Yuying Wang, Jixin et al.

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

Subject Terms: *GAUSSIAN mixture models, *EXCAVATING machinery, *GENETIC algorithms