Search Results - stacked sparse autoencoder(SSAE)

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

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

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

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

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

Authors: Walaa Walaa Sanjar Mirzaliev Reneh Abokhoza

Source: Journal of Intelligent Systems and Internet of Things. 14:115-126

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, stacked sparse autoencoder, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, network situation element extraction, TK1-9971

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

Automatic Nucleus Detection of Pap Smear Images using Stacked Sparse Autoencoder (SSAE)

Authors: Ito Wasito Moh. Faturrahman Ratna Mufidah et al.

Source: Proceedings of the 1st International Conference on Algorithms, Computing and Systems. :9-13

Subject Terms: 0206 medical engineering, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 3. Good health

Access URL: https://dl.acm.org/doi/10.1145/3127942.3127946

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

Authors: Lei Xiang Jun Xu Anant Madabhushi et al.

Source: IEEE Transactions on Medical Imaging. 35:119-130

Subject Terms: Cell Nucleus, Machine Learning, 03 medical and health sciences, 0302 clinical medicine, Histocytochemistry, Image Processing, Computer-Assisted, 0202 electrical engineering, electronic engineering, information engineering, Humans, Breast Neoplasms, Female, 02 engineering and technology, Algorithms, 3. Good health

Access URL: https://europepmc.org/articles/pmc4729702?pdf=render
https://pubmed.ncbi.nlm.nih.gov/26208307

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: Comput Struct Biotechnol J
Digibug. Repositorio Institucional de la Universidad de Granada
Universidad de Granada (UGR)
Computational and Structural Biotechnology Journal, Vol 21, Iss, Pp 284-298 (2023)

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, SARS-CoV-2, Viral classification, COVID-19, Deep learning, TP248.13-248.65, Biotechnology, Sparse autoencoder, Research Article, 3. Good health

Access URL: https://pubmed.ncbi.nlm.nih.gov/36530948
https://doaj.org/article/c087946b2c9c4d91a698022e3e3c53ad
https://hdl.handle.net/10481/79357

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

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, stacked sparse autoencoders, Electrical engineering. Electronics. Nuclear engineering, variational modal decomposition, dung beetle optimization algorithm, TK1-9971

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

Effective Feature Extraction via Stacked Sparse Autoencoder to Improve Intrusion Detection System

Authors: Binghao Yan Guodong Han

Source: IEEE Access, Vol 6, Pp 41238-41248 (2018)

Subject Terms: machine learning, SSAE, feature extraction, 0202 electrical engineering, electronic engineering, information engineering, deep learning, Intrusion detection, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, TK1-9971

Access URL: https://doaj.org/article/2752c87878fd4f2a95365793fcba45b1
https://ieeexplore.ieee.org/abstract/document/8418451/
https://dblp.uni-trier.de/db/journals/access/access6.html#YanH18
https://doi.org/10.1109/ACCESS.2018.2858277

Stacked Sparse Autoencoder (SSAE) based framework for nuclei patch classification on breast cancer histopathology

Authors: Renlong Hang Jun Xu Lei Xiang et al.

Source: 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI). :999-1002

Subject Terms: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://or.nsfc.gov.cn/bitstream/00001903-5/150390/1/1000006955751.pdf
http://ieeexplore.ieee.org/document/6868041/
https://ieeexplore.ieee.org/document/6868041/
https://dblp.uni-trier.de/db/conf/isbi/isbi2014.html#XuXHW14
https://doi.org/10.1109/ISBI.2014.6868041
http://or.nsfc.gov.cn/handle/00001903-5/150390

A denoising method for ECG signals based on CEEMDAN-TSO and stacked sparse autoencoders

Authors: Shun Li Juan Li Jiandong Mao et al.

Source: Computers in Biology and Medicine. 188:109818

Access URL: https://pubmed.ncbi.nlm.nih.gov/39983358

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

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

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

Authors: Jie Yin Xuefeng Yan

Source: Soft Computing. 25:3531-3543

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 0204 chemical engineering

Access URL: https://dblp.uni-trier.de/db/journals/soco/soco25.html#YinY21
https://link.springer.com/article/10.1007/s00500-020-05384-8

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

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

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