ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

Comparison of results based on CycleGAN method. حسب Xiaojun Wang (50332)

الموضوعات:

Comparison between the proposed algorithm and other clustering methods on six datasets (parameter values are in the parentheses). حسب Zilong Deng (4594117)

الموضوعات:

Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

Convergence curve of the DBO algorithm. حسب Ma Haohao (22177538)

"…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …"

Example of back-translation based on Jacob and Shushma [8]. حسب Rodrigo Gutiérrez Benítez (19746443)

الموضوعات:

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). حسب Johannes Weyer (13392175)

Scatter diagram of different principal elements. حسب Jizhong Wang (7441697)

"…<div><p>A fault diagnosis method for oil immersed transformers based on principal component analysis and SSA LightGBM is proposed to address the problem of low diagnostic accuracy caused by the complexity of current oil immersed transformer faults. …"

Augmentation levels with back-translation. حسب Rodrigo Gutiérrez Benítez (19746443)

الموضوعات:

Numbers of iterations (#Ite) and eigenvalue calculations (#Eig) in the DC algorithm on the random and chain graph datasets. حسب Tomokaze Shiratori (9635271)

الموضوعات:

Element model generation method with geometric distribution errors حسب Yiqi Liu (21357815)

"…The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …"

Data Sheet 1_Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm.zip حسب Yuan Fang (132924)

"…<p>Aiming at the problem of inaccurate fruit recognition and fruit diameter detection in the persimmon inspection process, this research proposes a novel persimmon accurate recognition and fruit diameter detection algorithm based on the Region-based Convolutional Neural Network (RCNN) Mask and instance segmentation algorithm. …"

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. حسب Abdullah Asım Yılmaz (20715311)

The errors of the predictions based on different algorithm methods. حسب Zhang Wei (317854)

"…<p>The errors of the predictions based on different algorithm methods.</p>…"

Multi-material topology optimization using scaled boundary finite element method حسب Mohammed Saif Zamiruddin Siddiqui (22384884)

"…SBFEM is implemented and its performance is tested across different density interpolation-based MMTO methods: the Alternating Active-Phase (AAP) algorithm, SIMP with mapping based interpolation, and polygonal mesh based MMTO, PolyMat which uses Discrete Material Optimization (DMO) combined with Zhang–Paulino–Ramos (ZPR) update scheme. …"

The method for determining the chemical constituents of unknown materials in the algorithm. حسب Dong Hyeok Choi (12562048)

K-means clustering method based on PCA algorithm. حسب Elmira Bagheri (20553110)

Optimized Bayesian regularization-back propagation neural network using data-driven intrusion detection system in Internet of Things حسب Ashok Kumar K (21441108)

"…Then, the data is pre-processed using Variational Bayesian-based Maximum Correntropy Cubature Kalman Filtering (VBMCCKF) of noise removal and data enhancement. …"

Computation time as a function of the sample size on the chain graph dataset. حسب Tomokaze Shiratori (9635271)

الموضوعات:

Log-likelihood as a function of the number of selected edges on the chain graph dataset (black dashed line: The true number of edges). حسب Tomokaze Shiratori (9635271)

الموضوعات: