Search Results - stacked sparse autoencoder(((ssae OR sae) OR ssad))

Improved Human Activity Recognition Using Stacked Sparse Autoencoder (SSAE) Algorithm

Authors: Firman Aziz Nurul Fathanah Mustamin Muhammad Rijal et al.

Source: JOIV: International Journal on Informatics Visualization, Vol 9, Iss 4, Pp 1469-1475 (2025)

Subject Terms: classification, har, smartphones, svm, ssae, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://joiv.org/index.php/joiv/article/view/3079; https://doaj.org/toc/2549-9610; https://doaj.org/toc/2549-9904

Access URL: https://doaj.org/article/b3862fba0473469baccb6c99d6abb913

An Innovative Study for Tool Wear Prediction Based on Stacked Sparse Autoencoder and Ensemble Learning Strategy.

Authors: He, Zhaopeng Shi, Tielin Chen, Xu

Source: Sensors (14248220). Apr2025, Vol. 25 Issue 8, p2391. 14p.

Subject Terms: *ARTIFICIAL neural networks, *MACHINE learning, *ENSEMBLE learning, *NUMERICAL control of machine tools, *AUTOENCODERS, *DEEP learning

Research on Dung Beetle Optimization Based Stacked Sparse Autoencoder for Network Situation Element Extraction

Authors: Yongchao Yang Pan Zhao

Source: IEEE Access, Vol 12, Pp 24014-24026 (2024)

Subject Terms: Dung beetle optimization, network security, network situation element extraction, stacked sparse autoencoder, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10433445/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/1673678679c54e25ad55d197aad24b5e

Identification of maize seed varieties based on stacked sparse autoencoder and near‐infrared hyperspectral imaging technology.

Authors: Fu, Lvhui Sun, Jun Wang, Simin et al.

Source: Journal of Food Process Engineering; Sep2022, Vol. 45 Issue 9, p1-12, 12p

Subject Terms: CORN seeds, SEEDS, PRINCIPAL components analysis, SUPPORT vector machines, CORN, FEATURE extraction, MACHINE learning

SSAE‐KPLS: A quality‐related process monitoring via integrating stacked sparse autoencoder with kernel partial least squares.

Authors: Ye, Zhenyu Wu, Ping He, Yuchen et al.

Source: Canadian Journal of Chemical Engineering; Oct2023, Vol. 101 Issue 10, p5858-5873, 16p

Subject Terms: LEAST squares, FEATURE extraction, MANUFACTURING processes, PRODUCT quality

Social Media Platform Based Evaluation of Teaching Style on Online Education System using Heuristic Search with Stacked Sparse Autoencoder Model.

Authors: Fouda, Walaa Mirzaliev, Sanjar Abokhoza, Reneh

Source: Journal of Intelligent Systems & Internet of Things; 2025, Vol. 14 Issue 2, p115-126, 12p

Subject Terms: SOCIAL media in education, VIRTUAL classrooms, ONLINE education, OPTIMIZATION algorithms, TEACHING methods

Utilizing chaos game representation for enhanced classification of SARS-CoV-2 variants with stacked sparse autoencoders.

Authors: Coutinho, Maria G. F. Câmara, Gabriel B. M. Barbosa, Raquel de M. et al.

Source: Neural Computing & Applications. Nov2024, Vol. 36 Issue 31, p19823-19837. 15p.

Subject Terms: *ARTIFICIAL neural networks, *WHOLE genome sequencing, *SARS-CoV-2, *DEEP learning, *VIRAL genomes

Fault Diagnosis for Power Batteries Based on a Stacked Sparse Autoencoder and a Convolutional Block Attention Capsule Network.

Authors: Zhou, Juan Zhang, Shun Wang, Peng

Source: Processes; Apr2024, Vol. 12 Issue 4, p816, 19p

Subject Terms: CAPSULE neural networks, FAULT diagnosis, ELECTRIC vehicle batteries, ELECTRIC vehicles, ELECTRIC power failures, ELECTRIC fault location, FAILURE mode & effects analysis

HYBRID DEEP LEARNING NETWORK-BASED APPROACH FOR AIR COMBAT MANEUVER DECISION-MAKING.

Authors: SHEEBA D. LINGESHWARI G. ANORELIN A.

Source: i-Manager's Journal on Computer Science; Sep2025, Vol. 13 Issue 2, p83-93, 11p

Subject Terms: LONG short-term memory, DEEP learning, DECISION making, METADATA, AIR warfare, ENSEMBLE learning, AUTONOMOUS robots

SARS-CoV-2 virus classification based on stacked sparse autoencoder

Authors: Maria G.F. Coutinho Gabriel B.M. Câmara Raquel de M. Barbosa et al.

Source: Computational and Structural Biotechnology Journal, Vol 21, Iss , Pp 284-298 (2023)

Subject Terms: COVID-19, Deep learning, SARS-CoV-2, Sparse autoencoder, Viral classification, Biotechnology, TP248.13-248.65

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2001037022005633; https://doaj.org/toc/2001-0370

Access URL: https://doaj.org/article/c087946b2c9c4d91a698022e3e3c53ad

Stacked sparse autoencoders monitoring model based on fault-related variable selection.

Authors: Yin, Jie Yan, Xuefeng

Source: Soft Computing - A Fusion of Foundations, Methodologies & Applications; Mar2021, Vol. 25 Issue 5, p3531-3543, 13p

Subject Terms: ELECTRONIC data processing, INFORMATION processing, CHEMICAL industry, ACQUISITION of data, DATA modeling, EUCLIDEAN distance

Rolling Bearing Fault Diagnosis Based on Optimized VMD and SSAE

Authors: Baoxian Chang Xing Zhao Dawei Guo et al.

Source: IEEE Access, Vol 12, Pp 130746-130762 (2024)

Subject Terms: Bearing fault diagnosis, dung beetle optimization algorithm, variational modal decomposition, stacked sparse autoencoders, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10494842/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/32acbd6ea9174f9b9521e2a0a6dffde3

Identification of maize seed varieties based on stacked sparse autoencoder and near‐infrared hyperspectral imaging technology

Authors: Lvhui Fu Jun Sun Simin Wang et al.

Source: Journal of Food Process Engineering. 45

Subject Terms: 2. Zero hunger, 0404 agricultural biotechnology, 04 agricultural and veterinary sciences, 0405 other agricultural sciences

Novel Pelican Optimization Algorithm (POA) With Stacked Sparse Autoencoder (SSAE) Based IDS for Network Security.

Authors: Kanimozhi, R. Neela Madheswari, A.

Source: Transactions on Emerging Telecommunications Technologies; May2025, Vol. 36 Issue 5, p1-20, 20p

Cost Prediction of Tunnel Construction Based on Interpretative Structural Model and Stacked Sparse Autoencoder.

Authors: Jing-Qun Zhou Qi-Ming Liu Chang-Xi Ma et al.

Source: Engineering Letters. Oct2024, Vol. 32 Issue 10, p1966-1980. 15p.

Subject Terms: *COST control, *HIGHWAY engineering, *TUNNEL design & construction, *CONSTRUCTION costs, *STRUCTURAL models, *DEEP learning

Recognition of Human Activities via SSAE Algorithm: Implementing Stacked Sparse Autoencoder

Authors: Jeffry Jeffry Firman Aziz Sri Kurniyan Sari et al.

Source: Journal of System and Computer Engineering (JSCE). 6:117-123

Deep learning with leagues championship algorithm based intrusion detection on cybersecurity driven industrial IoT systems.

Authors: Alotaibi, Saud S. Alghamdi, Turki Ali

Source: Scientific Reports; 8/19/2025, Vol. 15 Issue 1, p1-17, 17p

Subject Terms: DEEP learning, INTRUSION detection systems (Computer security), AUTOENCODERS, ALGORITHMS, CYBER physical systems, INTERNET security, CYBERTERRORISM, FEATURE selection

SSAE‐KPLS: A quality‐related process monitoring via integrating stacked sparse autoencoder with kernel partial least squares

Authors: Zhenyu Ye Ping Wu Yuchen He et al.

Source: The Canadian Journal of Chemical Engineering. 101:5858-5873

Latent Relationship Guided Stacked Sparse Autoencoder for Hyperspectral Imagery Classification.

Authors: Liu, Li Wang, Yuebin Peng, Junhuan et al.

Source: IEEE Transactions on Geoscience & Remote Sensing; May2020, Vol. 58 Issue 5, p3711-3725, 15p

Subject Terms: CLASSIFICATION, LEARNING ability, MATHEMATICAL regularization, SPARSE approximations

Novel Pelican Optimization Algorithm (POA) With Stacked Sparse Autoencoder (SSAE) Based IDS for Network Security

Authors: R. Kanimozhi A. Neela Madheswari

Source: Transactions on Emerging Telecommunications Technologies. 36