Motor imagery EEG signal classification using novel deep learning algorithm by Sathish Mathiyazhagan, M. S. Geetha Devasena

“…Abstract Electroencephalography (EEG) signal classification plays a critical role in various biomedical and cognitive research applications, including neurological disorder detection and cognitive state monitoring. …”
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Autonomous decision-making method of unmanned ship based on improved DDPG algorithm by Wei GUAN, Shuhui HAO, Zhewen CUI, Miaomiao WANG

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A new index‐based hyper‐heuristic algorithm for global optimisation problems by Mohammad Reza Hasanzadeh, Farshid Keynia, Maliheh Hashemipour

“…Abstract In this research study, a new combination search algorithm, based on indexing its constituent processes, is proposed to solve global optimisation problems. …”
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Domain-Specific Languages for Algorithmic Graph Processing: A Systematic Literature Review by Houda Boukham, Kawtar Younsi Dahbi, Dalila Chiadmi

“…These DSLs fall into two categories: query-based DSLs for graph-pattern matching and graph algorithm DSLs. While graph query DSLs are now standardized, research on DSLs for algorithmic graph processing remains fragmented and lacks a cohesive framework. …”
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Impact Force Algorithm and Parameters of Rolling Stone Impact Pier in Mountain Area by Zi-Jian Wang, Qi Liu, Yi Jiang, Li-Ming Wu, Hao Wang, Yi Wang, Ji-Wu Wang

“…In mountainous bridge engineering, the impact of falling rocks on bridge piers is a critical issue. Although various algorithms have been used to calculate impact forces, there is limited research on the impact force algorithm for rolling stones hitting bridge piers. …”
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Development of an advanced algorithm for calculating and assessing the wheel pair geometry in the CONLOC system by A. S. Adadurov, I. Yu. Savelev, M. A. Chepulis, K. G. Arinushkina

“…The system uses non-contact 2D laser profile gauges to measure the parameters of locomotive wheels when they are placed in a depot and cars during their operation on the railway.Materials and methods. The researchers apply mathematical models with algorithms for describing and assessing the wheel profile given additional requirements to the smoothness and continuity of the functions in use. …”
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Global and local path planning of robots combining ACO and dynamic window algorithm by Yaping Lu, Chen Da

“…The research results showed that the optimization method had the greatest improvement on the basic ant colony algorithm, with an average path reduction of 30.18 and an accuracy increase of 98.46%. …”
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Duty Cycle Algorithm for 3D Cable Routing in Rail Transit Vehicles by DU Qinghua, ZHOU Yongzhi

“…［Result & Conclusion］ The research and validation of the 3D cable routing duty cycle algorithm realize automated duty cycle calculation and early-warning functions, effectively reducing design errors, shortening the design cycle, and enhancing the rationality and safety of cable layouts. …”
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Next-Generation energy Management: Particle Density algorithm for residential microgrid optimization by Liang Wang, Nan Sun

“…Through scenario analysis, this research demonstrates the IPSO algorithm’s potential for significant cost reductions and improved grid stability. …”
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Intelligent Optimization Algorithms for Multi-UAV Path Planning: A Comprehensive Review by Lixiang Zhai, Husheng Wu, Linghong Lai, Ziqian Gao

“…This paper synthesizes existing reviews and scientific literature to establish a systematic framework for multi-UAV path planning. We analyze current research progress through four key dimensions: 1) battlefield environment modeling, 2) constraint formulations and objective functions, 3) intelligent optimization algorithms, and 4) collaborative path optimization. …”
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Queueing modeling and optimization of hybrid electric vehicle infrastructures using evolutionary algorithms by Shreekant Varshney, Manthan Shah, Bhasuru Abhinaya Srinivas, Mayank Gupta, Kaibalya Prasad Panda

“…The novelty of the proposed research is to formulate the cost optimization problem and demonstrate optimal converging outcomes through an in-depth comparative investigation of multiple evolutionary algorithms, including the particle swarm optimization (PSO), cuckoo search (CS), grey wolf (GW), and honey badger (HB) optimizers. …”
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An Efficient Algorithm for Small Livestock Object Detection in Unmanned Aerial Vehicle Imagery by Wenbo Chen, Dongliang Wang, Xiaowei Xie

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Hand Gesture Recognition on Edge Devices: Sensor Technologies, Algorithms, and Processing Hardware by Elfi Fertl, Encarnación Castillo, Georg Stettinger, Manuel P. Cuéllar, Diego P. Morales

“…It is suitable for various applications. Much research has already focused on wearable device-based HGR. …”
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Leveraging the Louvain algorithm for enhanced group formation and collaboration in online learning environments by Minkyung Lee, Priya Sharma

“…Abstract This study explores the dynamics of student interaction networks within an online asynchronous discussion forum, focusing on both whole group discussions and subgroup interactions distinguished by the Louvain algorithm, a renowned community detection method. Analyzing 2481 posts from 154 undergraduate students across three sections of a communications course centered on discussions about movie clips or social phenomena to enhance media literacy, this research aims to interpret the interaction patterns in these virtual spaces. …”
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A Low-Latency Dynamic Object Detection Algorithm Fusing Depth and Events by Duowen Chen, Liqi Zhou, Chi Guo

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Improving the segmentation of the vertebrae using a multi-stage machine learning algorithm by Vladyslav Koniukhov

“…Conclusions. In this research, a multi-stage algorithm was proposed, and an improvement in the accuracy of segmentation of X-ray images in the lateral projection, namely the accuracy of all four vertebrae: Th8, Th9, Th10, Th11 - was obtained. …”
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A Review of YOLO Algorithm and Its Applications in Autonomous Driving Object Detection by Jiapei Wei, Azizan As'arry, Khairil Anas Md Rezali, Mohd Zuhri Mohamed Yusoff, Haohao Ma, Kunlun Zhang

“…Secondly, the strategies for improving YOLO-based models across the input, feature extraction, and prediction stages are summarized. Thirdly, the research status and application of the YOLO algorithm in autonomous driving object detection are elaborated upon from the perspectives of traffic vehicles, pedestrians, traffic signs, traffic lights, and lane lines, with comparisons and analyses of performance metrics such as accuracy and real-time performance. …”
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Development of Algorithms and Software Systems for Motion Control of a Robotic Tillage Unit by Yakov P. Lobachevsky, Sergey E. Lonin, Ilya S. Alekseev, Nikolay T. Goncharov, Irina I. Afonina, Ekaterina N. Il'chenko

“…The method of "precision farming" is economically expedient, since it is a direct saving of technological material, as well as it helps reducing the negative impact on the environment and farm produce. (Research purpose) The research purpose is to review and analyze the main aspects required to develop the algorithms and software for motion control systems for a robotic tillage unit. …”
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Evaluation of unsupervised learning algorithms for the classification of behavior from pose estimation data by Jakub Mlost, Rame Dawli, Xuan Liu, Ana Rita Costa, Iskra Pollak Dorocic

“…This study aims to provide a better understanding of these algorithms, offering qualitative and quantitative comparisons to aid researchers in selecting the most suitable tool for their specific research needs.…”
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Brain Computer Interface using Genetic Algorithm with modified Genome and Phenotype Structures by Rohtash Dhiman, A Anshul

“…The human machine interface research in the light of modern fast computers and advanced sensors is taking new heights. …”
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