An explainable EEG epilepsy detection model using friend pattern by Turker Tuncer, Sengul Dogan

“…EEG signals have commonly been used to detect epilepsy. Therefore, the main objective of this research is to demonstrate the epilepsy detection capability of the presented new-generation relation-centric feature extraction function. …”
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Identification and application of shale lithofacies based on conventional logging curves: A case study of the second member of Funing Formation in Qintong Sag, Subei Basin by WANG Xinqian, YU Wenduan, MA Xiaodong, ZHOU Tao, TAI Hao, CUI Qinyu, DENG Kong, LU Yongchao, LIU Zhanhong

“…Additionally, a BP neural network method optimized by the ASO（Atom Search Optimization） algorithm was utilized to perform data mining on logging information. …”
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Deep learning models for detection of explosive ordnance using autonomous robotic systems: trade-off between accuracy and real-time processing speed by Vadym Mishchuk, Herman Fesenko, Vyacheslav Kharchenko

“…The following results were obtained. 1) The results of a comparative analysis of YOLOv8 and RT-DETR models for EO detection in the context of speed-accuracy trade-offs. 2) Recommendations for EO detection model configurations aimed at improving the efficiency of autonomous demining robotic systems, including optimal camera parameter selection. 3) Methods for improving EO detection model performance to increase its accuracy in complex environments, including synthetic data generation and confidence threshold tuning. Conclusions. The main contribution of this study is the results of a detailed evaluation of the YOLOv8 and RT-DETR models for real-time EO detection, helping to find trade-offs between the speed and accuracy of each model and emphasizing the need for special datasets and algorithm optimization to improve the reliability of EO detection in autonomous systems.…”
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Space-based long term condition monitoring of cold region pavement with PS-InSAR by Yusheng Jiang, Xiong Yu

“…Analyses were conducted using 132 ascending and 149 descending C-band InSAR images from the Sentinel-1 satellite. InSAR algorithm based on Persistent scatterers (PS-InSAR) were implemented for data analyses. …”
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A Capacitated Vehicle Routing Model for Distribution and Repair with a Service Center by Irma-Delia Rojas-Cuevas, Elias Olivares-Benitez, Alfredo S. Ramos, Samuel Nucamendi-Guillén

“…Additionally, a Variable Neighborhood Search (VNS) algorithm was implemented and compared with AMPL-Gurobi. …”
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Prospective surgical strategies for type 1 A aortic insufficiency by Aryan Meknat, Alee N. Pettit, Neusha Hollingsworth, Michael S. Halbreiner

“…The focus of this review is to highlight which valve-sparing root procedures could be best applied to specific root pathologies with associated AI, as a potential procedural algorithm. Main body For type 1a AI—normal appearing cusps with STJ dilation and type 1c AI—normal appearing cusps with isolated annular dilation (i.e., annuloaortic ectasia), the Florida Sleeve procedure is a viable option. …”
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Development of Navigation Network Models for Indoor Path Planning Using 3D Semantic Point Clouds by Jiwei Hou, Patrick Hübner, Dorota Iwaszczuk

“…This study presents a comprehensive framework for developing and extracting robust navigation network models, specifically designed for indoor path planning applications. The main contributions include (1) a preprocessing pipeline that ensures high accuracy and consistency of the input semantic point cloud data; (2) a moving window algorithm for refined node extraction in staircases to enable seamless navigation across vertical spaces; and (3) a lightweight, JSON-based storage structure for efficient network representation and integration. …”
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An accurate model to predict drilling fluid density at wellbore conditions by Mohammad Ali Ahmadi, Seyed Reza Shadizadeh, Kalpit Shah, Alireza Bahadori

“…Moreover, two competitive machine learning models including fuzzy inference system (FIS) model and a hybrid of genetic algorithm (GA) and FIS (called GA-FIS) method were employed. …”
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Anatoly Vasiliev’s Theatre. Semiology of Continuity and the Way to a New Type of Theatrical System by A. I. Perevalov

“…The article provides a general description of Anatoly Vasiliev’s theatrical method, discussing the essence of methodological and philosophical breakthroughs in the future of Russian and world theaters, and, in this context, the continuity of the main tenets of Stanislavsky’s system.Methodology and sources. …”
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The Control of Microgrid Energy Storage System Guarantees the Power Quality by WANG Jia-rui, LI De-xin, ZHANG Jia-jun, CAI Chao-hao, GU Cai-lian, LI Hong-zhong

“…This paper also builds an overall simulation control model for an actual microgrid, and verifies that the main electric energy index of the microgrid is much higher than the national standard through the simulation of a typical example…”
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Write-off of material values of state reserves with their further processing, utilization or destruction by Yu.М. Bilokon, O.V. Storozh, L.M. Shevchuk, V.М. Grytsun

“…Based on the results of the study, the main steps of the algorithm for further actions with the material values of state reserves are proposed, the release of which cannot be carried out due to the loss of their qualitative characteristics and/or the expiration of the shelf life (shelf life, which will ensure the absence of them in the account, will improve the reliability of reporting on the availability of stocks of material assets of state reserves, as well as the accumulation and maintenance of reserves in volumes that are able to ensure the implementation of legally established assignments of state reserves, etc.…”
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Development of a new method to track multiple honey bees with complex behaviors on a flat laboratory arena. by Toshifumi Kimura, Mizue Ohashi, Karl Crailsheim, Thomas Schmickl, Ryuichi Okada, Gerald Radspieler, Hidetoshi Ikeno

“…We have developed a new algorithm, K-Track, for tracking numerous bees in a flat laboratory arena. …”
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Synchronized Measurement of the Fundamental Voltage and Harmonic, Interharmonic, and Subharmonic Components of the Electrical Grid Using an Adaptive Kalman Filter by Germán Martínez-Navarro, Salvador Orts-Grau, José Carlos Alfonso-Gil, Pedro Balaguer-Herrero

“…Interharmonic and subharmonic components are mainly caused by a lack of synchronization between the grid frequency and the switching frequency of the power converters. …”
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Rapid, comprehensive search of crystalline phases from X-ray diffraction in seconds via GPU-accelerated Bayesian variational inference by Ryo Murakami, Kenji Nagata, Yoshitaka Matsushita, Masahiko Demura

“…Furthermore, the crystalline phases identified by our method are consistent with the results of previous studies that used a high-precision algorithm.…”
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SOCIAL NETWORKS AS PLATFORMS FOR COMMUNICATION ACTIVITY OF PUBLISHERS by Svitlana Vodolazka

“…In the third stage, the main problems that publishers faced in the process of working with social networks were identified, systematised, and outlined. …”
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Spatiotemporal pattern analysis of land use in Jiangsu Province based on long-term time series remote sensing images by Zhendong Ji, Lingzhi Yin, Jinhong Wang

“…Principal Component Analysis (PCA) was applied to reduce feature dimensionality, and the Random Forest classification algorithm was optimized with Bayesian Optimization and Tree-structured Parzen Estimators (TPE) for improved performance. …”
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Dynamic ranking function to optimize transshipment costs in intuitionistic Type-2 and Type-1 fuzzy environments by Tarun Kumar, Sadhna Chaudhary, Kapil Kumar, Kailash Dhanuk, M.K. Sharma

“…A new decision-oriented ranking method for these fuzzy numbers is developed which consists of an inventive algorithm. The method is also considered for intuitionistic TrFNs and applied to solve transshipment costs in fuzzy area. …”
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An effectiveness of deep learning with fox optimizer-based feature selection model for securing cyberattack detection in IoT environments by Mimouna Abdullah Alkhonaini

“…Deep learning (DL) is one of the main technologies of today’s smart cybersecurity policies or systems for functioning intelligently. …”
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THE EFFECT OF RELIABILITY OF FUNCTIONAL SYSTEMS ON THE EFFICIENCY OF THE TECHNICAL OPERATION OF THE AIRCRAFT by E. D. Gerasimova, N. N. Smirnov, O. Nambat

“…The article deals with the estimation algorithm for functional system reliability influence on the aircraft technical maintenance. …”
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Development of an Automated Management System for Agricultural Technologies in Horticulture by D. O. Khort, A. I. Kutyrev, I. G. Smirnov, I. V. Voronkov

“…Jquery (a set of JavaScript functions) served as the main framework for working with the client-side of the program code. …”
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