Differential Evolution with Autonomous Selection of Mutation Strategies and Control Parameters and Its Application by Zhenyu Wang, Zijian Cao, Zhiqiang Du, Haowen Jia, Binhui Han, Feng Tian, Fuxi Liu

Get full text

DualHet-YOLO: A Dual-Backbone Heterogeneous YOLO Network for Inspection Robots to Recognize Yellow-Feathered Chicken Behavior in Floor-Raised House by Yaobo Zhang, Linwei Chen, Hongfei Chen, Tao Liu, Jinlin Liu, Qiuhong Zhang, Mingduo Yan, Kaiyue Zhao, Shixiu Zhang, Xiuguo Zou

“…Meanwhile, it reduces model parameters by 14.6% and computational complexity by 29.2%, achieving a synergistic optimization of accuracy and efficiency. …”
Get full text

INFORMATION MODELING OF ORGANIZATION OF BRIDGES’ CONSTRUCTION UNDER STOCHASTIC UNCERTAINTY OF TIME PARAMETERS by T. V. Bobrova, M. S. Ratanin, E. P. Timofeeva

“…The research illustrates the process of building bridges as a complex hierarchical system, functioning in conditions of the initial data stochastic uncertainty. The feature of the proposed integrated approach to the construction organization design is the combination of different methods’ elements of computer-aided design in the MS Project environment. …”
Get full text

CLUSTER ANALYSIS OF GEOLOGICAL AND GEOPHYSICAL PARAMETERS OF THE ARCTIC REGION AS THE BASE FOR GEODYNAMIC INTERPRETATION by S. Yu. Sokolov, A. O. Mazarovich

“…Cluster analysis is applied for computing stable combinations of geological and geophysical parameters, and areas with such combinations are interpreted as regions that differ in structural and geodynamic features. …”
Get full text

Consumer quality preferences: Parameters to accelerate bell pepper imaging and classification technology by Lazo Christian Joel, Jerusalem Emmanuel, Conejos Gabriel Angelo, Malabanan John Ace, Gallego Marianito

“…In this study, the authors aim to (1) understand the key quality parameters of bell pepper, (2) establish quality control measures from planting to consuming, and (3) understand and determine the technology features and parameters in terms of hardware preference and characteristics. …”
Get full text

Defect identification of fan blade based on adaptive parameter region growth algorithm by Wang Yifan, Wang Xueyao, Yang Dongmei, Ru Xinqin, Zhang Yuxin

Get full text

Robust SAR Change Detection Using Hierarchical Clustering With Adaptive Parameter Tuning by Ahidjo Abdoulaye, Alejandro C. Frery, Mingyang Ma, Shaohui Mei

“…The methodology consists of computing a difference image using a logarithmic ratio operator, optimizing clustering parameters, computing high-change probability clusters, and generating a refined change map. …”
Get full text

Optical and Morphometric Parameters of Neutrophils in Rats Exposed to Copper-Zinc Pyrite Ore by Albina R. Nikitina, Klara R. Ziyakaeva, Aliya F. Kayumova, Valentina G. Shamratova

“…The method of computer morphometry allows us to study in detail both the morphometric features of neutrophils and their optical properties. …”
Get full text

Preoperative Planning for Cervical Pedicle Screw Placement: Identifying Key Morphological Parameters by Yuya Okada, Hiroaki Nakashima, Sadayuki Ito, Naoki Segi, Jun Ouchida, Tetsuya Urasaki, Shiro Imagama

“…This study aimed to investigate cervical vertebrae features associated with CPS perforation and established threshold values for improved preoperative planning. …”
Get full text

Information and measuring system for geometric and motion parameters determination of industrial products by their video images by Yurii Podchashynskyi, Oksana Luhovykh, Anna Polianska, Volodymyr Nevmerzhytskyi

“…A distinctive feature of the proposed system for measuring geometric and motion parameters of objects is the use of non-contact measurements. …”
Get full text

UV-VIS laser parameter effects on the physicochemical properties of Laser-Induced Graphene by Jhonattan de la Roche, Carlos Lubo Mestanza, Laura Tenjo Patiño, Santiago Lasso, Santiago Ospina Arroyave, Sebastián Mendoza, Lucero Alvarez Mino

“…We employed a UV-VIS diode laser mounted on a CNC (Computer Numerical Control) system constructed by our team to engrave on polyimide sheets. …”
Get full text

Dynamic Aerial Small Target Detection Algorithm Based on Compound Zoom Scaling by Jiang Yuan, Zhu Gaofeng, Zhu Fenghua, Xiong Gang

“…Secondly, to mitigate the issue of low pixel utilization ratio in small-target detection, a DTADH module is designed, and a shared feature interaction module is constructed. This module, coupled with a task alignment predictor, facilitates both target classification and localization allocation, and the task decomposition is performed by dynamically computing task features through an attention mechanism, thereby reducing the number of parameters effectively and enhancing overall performance. …”
Get full text

SDES-YOLO: A high-precision and lightweight model for fall detection in complex environments by Xiangqian Huang, Xiaoming Li, Limengzi Yuan, Zhao Jiang, Hongwei Jin, Wanghao Wu, Ru Cai, Meilian Zheng, Hongpeng Bai

“…With only 2.9M parameters and 7.2 GFLOPs of computation, SDES-YOLO achieves an mAP@0.5 of 85.1%, representing a 3.41% improvement over YOLOv8n, while reducing parameter count and computation by 1.33% and 11.11%, respectively. …”
Get full text

Automatic understanding of acoustic speech signal pathology by Wiesław WSZOŁEK

“…In this work, parts of the research concerning a new concept of applying computer technique in pathological speech analysis have been presented. …”
Get full text

Evaluation of Similarity of Image Explanations Produced by SHAP, LIME and Grad-CAM by Vladyslav Yavtukhovskyi, Violeta Tretynyk

Get full text

DRBD-YOLOv8: A Lightweight and Efficient Anti-UAV Detection Model by Panpan Jiang, Xiaohua Yang, Yaping Wan, Tiejun Zeng, Mingxing Nie, Zhenghai Liu

“…Furthermore, DN-ShapeIoU, a novel loss function, has been established to enhance detection accuracy, and depthwise separable convolutions have been included to decrease computational complexity. The experimental results showed that the proposed model outperformed YOLOV8n in terms of mAP50, mAP95, precision, and FPS while reducing GFLOPs and parameter count. …”
Get full text

Real-time freshness prediction for Apples and Lettuces using imaging recognition and advanced algorithms in a user-friendly mobile application by Chrysanthos Maraveas, George Kalitsios, Marianna I. Kotzabasaki, Dimitrios V. Giannopoulos, Kosmas Dimitropoulos, Anna Vatsanidou

Get full text

Effects of Microsatellite Instability on the Clinical and Pathological Characteristics of Colon Cancer and the Diagnostic Accuracy of Preoperative Abdominal CT Scans by Rıdvan Yavuz, Orhan Aras, Hüseyin Çiyiltepe, Onur İlkay Dinçer, Ahmet Şükrü Alparslan, Tebessüm Çakır

“…The accuracy in the determination of the T and N statuses was not affected by the parameters examined. <b>Conclusions</b>: dMMR CC has specific characteristic features. …”
Get full text

Influence of Printing Parameters on the Morphological Characteristics of Plasma Directed Energy-Deposited Stainless Steel by Luis Segovia-Guerrero, Antonio José Gil-Mena, Nuria Baladés, David L. Sales, Carlota Fonollá, María de la Mata, María de Nicolás-Morillas

“…Moreover, advanced 3D scanning and computational analysis were used to assess the key morphological features, including bead width and height. …”
Get full text

YOLO-Tryppa: A Novel YOLO-Based Approach for Rapid and Accurate Detection of Small Trypanosoma Parasites by Davide Antonio Mura, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto

“…YOLO-Tryppa incorporates ghost convolutions to reduce computational complexity while maintaining robust feature extraction and introduces a dedicated P2 prediction head to improve the localization of small objects. …”
Get full text