An Image-Based Concrete-Crack-Width Measurement Method Using Skeleton Pruning and the Edge-OrthoBoundary Algorithm by Chunxiao Li, Hui Qin, Yu Tang, Hailiang Zhao, Shengshen Pan, Jinbo Liu, Wenjiang Luo

Subjects: Get full text

Wideband Printed Antenna Design Using a Shape Blending Algorithm by Aiting Wu, Zhonghai Zhang, Boran Guan

“…In this paper, a new design and optimization method of wideband printed slot antenna using a shape blending algorithm is presented. …”
Get full text

Efficient Pruning of Detection Transformer in Remote Sensing Using Ant Colony Evolutionary Pruning by Hailin Su, Haijiang Sun, Yongxian Zhao

“…We propose an innovative neural network pruning method called “ant colony evolutionary pruning (ACEP)” which reduces the number of parameters in the neural network to improve the performance and efficiency of DETR-based neural networks in the remote sensing field. …”
Get full text

Letter and Person Recognition in Freeform Air-Writing Using Machine Learning Algorithms by Huseyin Kunt, Zeki Yetgin, Furkan Gozukara, Turgay Celik

“…Furthermore, the study is also original due to its publicly available air-writing dataset on the Turkish alphabet and also applying various machine learning algorithms. …”
Get full text

Coffee Leaf Rust Disease Detection and Implementation of an Edge Device for Pruning Infected Leaves via Deep Learning Algorithms by Raka Thoriq Araaf, Arkar Minn, Tofael Ahamed

“…All labeled images were used to train the YOLOv5 and YOLOv8 algorithms through the convolutional neural network (CNN). …”
Get full text

OrthoSNAP: A tree splitting and pruning algorithm for retrieving single-copy orthologs from gene family trees. by Jacob L Steenwyk, Dayna C Goltz, Thomas J Buida, Yuanning Li, Xing-Xing Shen, Antonis Rokas

Get full text

Dangerous attack paths analysis for power networks based on adaptive limited depth search and improved Z-score pruning by Mu Chen, Yong Li, Nige Li, Yinan Zhong, Guangxin Guo

Subjects: Get full text

Harnessing feature pruning with optimal deep learning based DDoS cyberattack detection on IoT environment by Eunmok Yang, Sooyong Jeong, Changho Seo

“…Besides, the feature pruning process is performed using an improved pelican optimization algorithm (IPOA), which enables the choice of an optimal subset of features. …”
Get full text

Software implementation of the system for learning to write Chinese characters by N. V. Gubanov

“…Each of the writing features is an integral part of learning a language, since it can not only completely change the meaning of the written hieroglyph, but also help the learner to memorize the hieroglyph in a structured way, giving him a clear structure and algorithm of actions for writing the hieroglyph. …”
Get full text

Optimization of Deep Neural Networks Using a Micro Genetic Algorithm by Ricardo Landa, David Tovias-Alanis, Gregorio Toscano

Subjects: “…micro genetic algorithm…”
Get full text

GESC-YOLO: Improved Lightweight Printed Circuit Board Defect Detection Based Algorithm by Xiangqiang Kong, Guangmin Liu, Yanchen Gao

“…Printed circuit boards (PCBs) are an indispensable part of electronic products, and their quality is crucial to the operational integrity and functional reliability of these products. …”
Get full text

Defects Detection in Screen-Printed Circuits Based on an Enhanced YOLOv8n Algorithm by Xinyu Zhang, Jia Wang, Dan Jiang, Yang Li, Xuewei Wang, Han Zhang

“…Abstract Defect detection is a crucial task in screen-printed circuit (SPC) production, where image processing method based on deep learning is often used. …”
Get full text

BDK-YOLOv8: An Enhanced Algorithm for UAV Infrared Image Object Detection by Nan Xiao, Xianggong Hong, Zixuan Zheng

“…An improved SIOU loss function is also proposed, prioritizing small object samples and those with average-quality annotations. Finally, channel pruning is applied to reduce model parameters and computational complexity, improving detection efficiency.Experimental results show that the proposed algorithm achieves 94.3% mAP50 on the HIT-UAV dataset, a 1.6% improvement over the original YOLOv8n, with a 3% increase in recall. …”
Get full text

Outlier Detection and Explanation Method Based on FOLOF Algorithm by Lei Bai, Jiasheng Wang, Yu Zhou

“…Finally, a weighted local outlier factor detection algorithm computes the degree of anomaly for each sample in the candidate set. …”
Get full text

Ship pipeline collaborative layout optimization based on EPA-star algorithm by Zhiyao YANG, Hongshuo ZHANG, Yan LIN

Subjects: Get full text

Research on Robot Path Planning Based on Improved RRT-Connect Algorithm by CHEN Zhilan, TANG Haoyang

Subjects: “…rrt-connect algorithm; dynamic step size adjustment; bidirectional pruning optimization; path planning…”
Get full text

Colour segmentation of printed fabrics by integrating adaptive neural network and density peak clustering algorithm by Niu Meng

Get full text

A study on the effect of print parameters on the internal structural quality of 316 L samples printed via laser powder bed fusion: Experimental and algorithmic approach by Suresh Alaparthi, Sharath P. Subadra, Roy Skaria, Eduard Mayer, Shahram Sheikhi

“…Set‐B had the highest concentration of porosity in the ‐YZ plane. An algorithm was developed to sort the samples based on the frequency shifts seen from those of the samples from wrought 316 L. …”
Get full text

Survey of research on application of heuristic algorithm in machine learning by Yanping SHEN, Kangfeng ZHENG, Chunhua WU, Yixian YANG

“…Aiming at the problems existing in the application of machine learning algorithm,an optimization system of the machine learning model based on the heuristic algorithm was constructed.Firstly,the existing types of heuristic algorithms and the modeling process of heuristic algorithms were introduced.Then,the advantages of the heuristic algorithm were illustrated from its applications in machine learning,including the parameter and structure optimization of neural network and other machine learning algorithms,feature optimization,ensemble pruning,prototype optimization,weighted voting ensemble and kernel function learning.Finally,the heuristic algorithms and their development directions in the field of machine learning were given according to the actual needs.…”
Get full text

Application of Mask R-CNN and YOLOv8 algorithms for defect detection in printed circuit board manufacturing by Maurizio Calabrese, Leonardo Agnusdei, Gianmauro Fontana, Gabriele Papadia, Antonio Del Prete

“…This paper proposes a study to analyze the ML capabilities to perform Automated Optical Inspection (AOI) for quality control in the manufacturing of Printed Circuit Boards (PCBs). The study has been performed by testing Mask R-CNN and YOLOv8 algorithms and an open-source PCB dataset designed to evaluate other ML techniques. …”
Get full text