Features of the Regional Economic Systems Development with a Mono-Branch Focus by O. V. Astafyeva, E. V. Astafyev

“…A grouping of indicators was carried out, the dynamics of which can be used to determine the stage of the industry life cycle, dominating in the region. Three strategic vectors of the region development were identified, taking into account the dynamics of innovative processes in the industry and contribution to the region economic development which is dominant in the economic activity, the indicators determining the stage of the industry life cycle were pointed out, the approach to identify strategic development priorities of the regional economy was proposed taking into account the most important factors. …”
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Investigation of an Optimized Linear Regression Model with Nonlinear Error Compensation for Tool Wear Prediction by Lihua Shen, Baorui Du, He Fan, Hailong Yang

“…Firstly, a linear prediction benchmark model is constructed: Support Vector Regression (SVR) is used to preliminarily model the tool wear process, obtaining initial prediction results and their error distribution. …”
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National self-consciousness of members of society in the context of the social dynamics of a transforming society by Тетяна Єрескова, Олег Мазурик

“…Today, there is an urgent need to analyze specific social phenomena and processes in the sociocultural space of social systems, which determine the potential vectors of their social transformations. …”
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Aortic Regeneration is Promoted by Intermittent Fasting in Aged Rats by Hikmet Taner Teker, Taha Ceylani

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Improving the Performance of a Korean Patent Document Search Model using KorPatBERT-based CPC Classification Model by Jaeok Min, Hansung Noh, Minhak Kwak, Solbin Hwang, Taehoon Kim

“…Furthermore, this study presents a method for generating high-dimensional document embedding vectors that can effectively reflect the technical subject and context of patent documents and a method for building a search system capable of processing large volumes of patent data in real time. …”
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Stationary thermal-gas-dynamics of flows in the cylinder and exhaust system of a piston engine by L. V. Plotnikov, V. A. Shurupov, V. A. Slednev, D. A. Davydov, D. N. Krasilnikov

“…Qualitative and quantitative differences in gas dynamics and heat transfer processes are shown.CONCLUSION. It has been established that there are common gas-dynamic effects during the flow of gas in different elements of the exhaust system. …”
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RESEARCH ON THE REMAINING INTENSITY OF PIPELINE CORROSION BASED ON IWOA-LSSVM by ZHANG Jia, Ll LinFeng, WANG HaoJie, ZHANG Ting

“…Essence studies have shown that the IWOA-LSSVM model proposed at the institute was in the process of conducting pipeline corrosion surplus intensity predictions. …”
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Detection and Recognition Algorithm for 100-Meter Signage in Urban Rail Transit Based on Connected Domain Segmentation and SVM by YUAN Xiaojun, TIAN Ye, SU Zhen, LIU Xinwu, LI Chen, ZHANG Huiyuan

“…This general algorithm was then modified and optimized, leading to the development of a 100-meter signage detection and recognition algorithm that utilizes connected domain segmentation for detection and a support vector machine (SVM) for digit recognition. The process begins with image preprocessing, which includes binarization and morphological filling. …”
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On the intraspecific hybridization of two invasive mosquito species <i>Aedes aegypti</i> and <i>Ae. albopictus</i> by N. Yu. Oyun, G. A. Shipulin

“…The review considers the direction of the hybridization process, mechanisms of postcopulatory isolation, hybrid survival and the effect of interspecific hybridisation on the representation of vectors in the sympatry zone.The study of interspecific hybridization of mosquitoes Ae. aegypti and Ae. albopictus began in the first half of the 20th century. …”
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Stability of bucket movement and directionof movement of the continuous unit to form the underlying layer of the road by V. A. Nikolaev

“…To ensure the stability of the movement of buckets and the direction of movement of the unit, you should first consider the process of filling the buckets with soil.The method of research. …”
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Solar PV&#x2019;s Micro Crack and Hotspots Detection Technique Using NN and SVM by David Prince Winston, Madhu Shobini Murugan, Rajvikram Madurai Elavarasan, Rishi Pugazhendhi, O. Jeba Singh, Pravin Murugesan, M. Gurudhachanamoorthy, Eklas Hossain

“…In this study, the effect of the hotspot is studied and a comparative fault detection method is proposed to detect different PV modules affected by micro-cracks and hotspots. The classification process is accomplished by utilizing Feed Forward Back Propagation Neural Network technique and Support Vector Machine (SVM) techniques. …”
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AUV path planning method based on improved sparrow search algorithm by Lijun TANG, Yunxia FAN, Xingyu ZHOU, Qian SUN

“…Third, a Cauchy-Gaussian mechanism is integrated into the update formula to balance global exploration and local exploitation during the search process. Finally, the population size is dynamically updated using Thompson sampling, allowing the algorithm to adaptively allocate computational resources based on the complexity of the environment. …”
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Real-time mobile broadband quality of service prediction using AI-driven customer-centric approach by Ayokunle A. Akinlabi, Folasade M. Dahunsi, Jide J. Popoola, Lawrence B. Okegbemi

“…The QoS modeling task was carried out using MBPerf pre-processed dataset. Three (3) classification algorithms including Random Forest (RF), Support Vector Machine (SVM) and Extreme Gradient Boosting (XGBoost) were trained using the QoS dataset and then evaluated in order to determine the most effective model based on certain evaluation metrics – accuracy, precision, F1-Score and recall. …”
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Study of Air-gap Magnetic Field &amp; Characteristic Simulation for PMSM by LI Huaxiang, YUAN Yuepin

“…According to that relative position of stator and rotor will affect output torque of motor, locked torque curve and electromagnetic torque curve in one cycle can be calculated by the FEA transient field method. After post-processing, we can draw a space-time vector graph of motor and can get other parameters. …”
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Mechanical Fault Diagnosis of High Voltage Circuit Breakers Based on Phase Space Reconstruction and Improved GSA-SVM by Xiaofei XIA, Yufeng LU, Yi SU, Jian YANG

“…The vibration signals generated by transmission and impact of circuit breaker mechanical components have chaotic characteristics, which are difficult to be analyzed with conventional signal processing methods. Firstly, the vibration signals are reconstructed into a high-dimensional space by mutual information method and Cao algorithm, and the permutation entropy is calculated as the feature vector. …”
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Overcoming Hardware Imperfections in Optical Neural Networks Through a Machine Learning-Driven Self-Correction Mechanism by Minjoo Kim, Beomju Kim, Yelim Kim, Lia Saptini Handriani, Suhee Jang, Dae Yeop Jeong, Sung Ik Yang, Won Il Park

“…We developed an optical neural network (ONN) for efficient processing and recognition of 2-dimensional (2D) images, employing a conventional liquid crystal display panel as optical neurons and synapses. …”
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Fault diagnosis of ZDJ7 railway point machine based on improved DCNN and SVDD classification by Zengshu Shi, Yiman Du, Xinwen Yao

“…Second, the adaptive batch normalization processing (AdaBN) is performed to improve the noise immunity. …”
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Burned Area Detection in the Eastern Canadian Boreal Forest Using a Multi-Layer Perceptron and MODIS-Derived Features by Hadi Mahmoudi Meimand, Jiaxin Chen, Daniel Kneeshaw, Mohammadreza Bakhtyari, Changhui Peng

“…Despite the computational demands of processing large-scale remote sensing data at 250 m resolution, the MLP modeling approach that we used provides an efficient, effective, and scalable solution for long-term burned area detection. …”
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Innovation-Oriented HR Strategy Transformation and Business Model Reengineering: Empirical Insights from Ukrainian Agribusiness

“…The research employs factor analysis to assess the need for business process optimization across the following indicator groups: the integral vector of enterprise resource productivity (land, labour, and capital), reflecting resource efficiency; the integrated vector of business process profitability; the integrated financial vector; and the vector of business model effectiveness. …”
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Modeling the Herbicide-Resistance Evolution in <i>Lolium rigidum (Gaud.)</i> Populations at the Landscape Scale by Lucia Gonzalez-Diaz, Irene Gonzalez-Garcia, Jose L. Gonzalez-Andujar

“…Models are useful for identifying key processes and understanding the evolution of resistance. …”
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