Rolling bearing fault diagnosis based on parameter optimized VMD and improved GoogLeNet by LI Haoran, LIU Deping

“…A rolling bearing fault diagnosis method based on parameter-optimized variational mode decomposition (VMD) noise reduction and GoogLeNet network with improved attention mechanism was proposed.MethodsThe local minimal envelope entropy was used as the fitness function, and the sparrow search algorithm (SSA) was used to optimize the VMD parameter combination; the optimized VMD algorithm was used to decompose the bearing vibration signals to obtain several modal components, and the signals were reconstructed by filtering the modal components with rich fault features according to the envelope entropy and kurtosis; the reconstructed signals were used to construct the feature matrix and input into the improved GoogLeNet network to complete the diagnosis.ResultsThe test results show that the diagnostic accuracy of the method is 95.5% to 99.8% under different noise backgrounds, which is better than other methods in terms of noise robustness.…”
Get full text

ORTAÇAĞ FELSEFESİNDE AHLAKİ BİR PROBLEM OLARAK "DÜNYA-ALGISI" by Şamil Öçal

Subjects: Get full text

Critical linkages between land use change and human health in the Amazon region: A scoping review. by Molly Mastel, Alejandra Bussalleu, Valerie A Paz-Soldán, Gabriela Salmón-Mulanovich, Armando Valdés-Velásquez, Stella M Hartinger

Get full text

Supporting and hindering environments for participation of adolescents diagnosed with autism spectrum disorder: A scoping review. by Beate Krieger, Barbara Piškur, Christina Schulze, Uta Jakobs, Anna Beurskens, Albine Moser

Get full text

The state of the science of interprofessional collaborative practice: A scoping review of the patient health-related outcomes based literature published between 2010 and 2018. by May Nawal Lutfiyya, Linda Feng Chang, Cynthia McGrath, Clark Dana, Martin S Lipsky

Get full text

Tackling antimicrobial resistance in Bangladesh: A scoping review of policy and practice in human, animal and environment sectors. by Roksana Hoque, Syed Masud Ahmed, Nahitun Naher, Mohammad Aminul Islam, Emily K Rousham, Bushra Zarin Islam, Shaikh Hassan

Get full text

Transcriptome analysis of early pregnancy vitamin D status and spontaneous preterm birth. by Aishwarya P Yadama, Hooman Mirzakhani, Thomas F McElrath, Augusto A Litonjua, Scott T Weiss

Get full text

Arbovirus vectors of epidemiological concern in the Americas: A scoping review of entomological studies on Zika, dengue and chikungunya virus vectors. by Reilly Jones, Manisha A Kulkarni, Thomas M V Davidson, RADAM-LAC Research Team, Benoit Talbot

Get full text

Research on Airport Target Recognition under Low-Visibility Condition Based on Transfer Learning by Jiajun Li, Yongzhong Wang, Yuexin Qian, Tianyi Xu, Kaiwen Wang, Liancheng Wan

“…The experimental results show that GoogLeNet is more effective, with a recognition rate of more than 90.84%. …”
Get full text

A systematic scoping review of clinical indications for induction of labour. by Dominiek Coates, Angela Makris, Christine Catling, Amanda Henry, Vanessa Scarf, Nicole Watts, Deborah Fox, Purshaiyna Thirukumar, Vincent Wong, Hamish Russell, Caroline Homer

Get full text

Standardised packaging, minimum excise tax, and RYO focussed tax rise implications for UK tobacco pricing. by Rosemary Hiscock, Nicole H Augustin, J Robert Branston, Anna B Gilmore

Get full text

Comparative Analysis of Vanilla CNN and Transfer Learning Models for Glaucoma Detection by Brendan Ubochi, Abayomi E. Olawumi, John Macaulay, Oyawoye I. Ayomide, Kayode F. Akingbade

“…Hence, in this work, a comparative analysis is performed on vanilla CNN, AlexNet, GoogLeNet, and ResNet50 using two popular glaucoma datasets (ACRIMA and ORIGA). …”
Get full text

A New Transfer Learning Ensemble Model with New Training Methods for Gear Wear Particle Recognition by Chunhua Zhao, zhangwen Lin, Jinling Tan, Hengxing Hu, Qian Li

“…Firstly, the wear particles are diagnosed and classified by connecting a new joint loss function and two pretrained models VGG19 and GoogLeNet. Subsequently, the wear particles in gearbox lubricating oil are chosen as the experimental object to make a comparison. …”
Get full text

Target Tracking Algorithm in Football Match Video Based on Deep Learning by Wei Zhao

“…The target detection algorithm of GoogLeNet-LSTM is used for faltung to obtain the feature mapping array. …”
Get full text

Coblator Arytenoidectomy in the Treatment of Bilateral Vocal Cord Paralysis by Benjamin Googe, Andrew Nida, John Schweinfurth

Get full text

A geometric approach for accelerating neural networks designed for classification problems by Mohsen Saffar, Ahmad Kalhor, Ali Habibnia

“…The proposed method achieves impressive pruning results on networks trained by CIFAR-10 and ImageNet datasets, with 87.5%, 77.6%, and 78.8% of VGG16, GoogLeNet, and DenseNet parameters pruned, respectively. …”
Get full text

Detection of weeds in vegetables using image classification neural networks and image processing by Huiping Jin, Kang Han, Kang Han, Hongting Xia, Bo Xu, Xiaojun Jin

“…The background grid cells, which contained no green pixels, were identified, while the remaining cells were labeled as weed cells. EfficientNet, GoogLeNet, and ResNet models achieved overall accuracies of over 0.956 in identifying vegetables in the testing dataset, demonstrating exceptional identification performance. …”
Get full text

Disease Identification of Lentinus Edodes Sticks Based on Deep Learning Model by Dawei Zu, Feng Zhang, Qiulan Wu, Wenyan Wang, Zimeng Yang, Zhengpeng Hu

“…The experimental results show that the recognition accuracy of the method proposed in this paper can reach 94.27%, which is higher than the Vgg16, GoogLeNet, ResNet50, and MobileNet v2 models by 8.47%, 6.49%, 4.68%, and 9.38%, respectively, and the F1-score can reach 0.9422. …”
Get full text

Comparative analysis of good governance patterns in rural areas (Case study: villages in the central part of Pol-e Dokhtar county and Musaian section in Dehloran county) by Farzad Karami, Hamid barghi, yousof ghanbari

“…This study aimed was to conduct a comparative analysis of the goog governance model in rural areas with an emphasis on the villages of the central part of Poldakhtar and Mosian section of Dehloran. …”
Get full text

Intelligent Psychology Teaching System Based on Adaptive Neural Network by Xiaojia Pang

“…Among them, the number of interactive learning elements inception modules used by the network models GoogLeNet, Inception-v2, Inception-v4, and Inception-ResNet-v2 are 9, 10, 14, and 20, respectively. …”
Get full text