The development of the generative adversarial supporting vector machine for molecular property generation by Qing Lu

“…In addition, each generated feature vector is unique, so the mode collapse problem is avoided, which is often encountered in the GAN model. …”
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Nierozstrzygalność - drugie imię dekonstrukcji? by Elżbieta Winiecka

“…<span>The article focuses on the problem of undecidability - the main feature of literature according to Derrida. …”
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Foreign object detection on coal conveyor belt enhanced by attention mechanism by ZHANG Yang, CHENG Zhiyu, CHEN Yunjiang, ZHANG Jiannan, YUAN Wensheng, ZHANG Hui

“…A unique combination of convolution and pooling operations was used by the CPCA attention mechanism to perform global average pooling and maximum pooling on the input feature map, multi-dimensional feature information was deeply mined, and then attention weights for each channel and spatial position were accurately generated through nonlinear transformation, guiding the model to focus on the key feature areas of foreign objects and enhance feature extraction capabilities. …”
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Ship Classification with High Resolution TerraSAR-X Imagery Based on Analytic Hierarchy Process by Zhi Zhao, Kefeng Ji, Xiangwei Xing, Wenting Chen, Huanxin Zou

“…The main idea is to apply AHP on both feature selection and classification decision. On one hand, the AHP based feature selection constructs a selection decision problem based on several feature evaluation measures (e.g., discriminability, stability, and information measure) and provides objective criteria to make comprehensive decisions for their combinations quantitatively. …”
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CR-CLCD: A cross-regional cropland change detection framework with multi-view domain adaptation for high-resolution satellite imagery by Zhendong Sun, Xinyu Wang, Yanfei Zhong

“…Recently, numerous advanced CD methods have been proposed to address the CNA problem. However, applying these methods to cross-regional or large-scale CNA detection presents several challenges: (1) Radiance-feature differences of croplands across regions i.e., crop type and phenology differences arising from variations in planting structures and seasonality; (2) Change-pattern differences of croplands across regions, i.e., differences in predominant change types resulting from distinct regional economic development characteristics. …”
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Asymptotic optimality of a joint scheduling–control policy for parallel server queues with multiclass jobs in heavy traffic by Xiaolong Li

“…This approach yields a formally weak limit of the joint scheduling–control problem. This limit problem, which we call the diffusion control problem (DCP), is a stochastic differential equation (SDE). …”
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Implanted electrhydraulic artificial heart by A. M. Shubladze, A. N. Baikov, N. A. Shvaryova, V. Ye. Tolpekin

“…The problem of full-featured, high-efficiency replacement of the heart’s pumping ability with an artificial analog is urgent all over the world. …”
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An efficient bearing fault detection strategy based on a hybrid machine learning technique by Khalid Alqunun, Mohammed Bachir Bechiri, Mohamed Naoui, Abderrahmane Khechekhouche, Ismail Marouani, Tawfik Guesmi, Badr M. Alshammari, Amer AlGhadhban, Abderrahim Allal

“…Abstract This study introduces an innovative method for addressing the bearing fault detection problem in rotating machinery. The proposed approach integrates multi-feature extraction, advanced feature selection, and state-of-the-art classification techniques using convolutional neural network (CNN) models. …”
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Approach to Semantic Visual SLAM for Bionic Robots Based on Loop Closure Detection with Combinatorial Graph Entropy in Complex Dynamic Scenes by Dazheng Wang, Jingwen Luo

“…First, in terms of the dynamic feature detection results of YOLOv8-seg, the feature points at the edges of the dynamic object are finely judged by calculating the mean absolute deviation (MAD) of the depth of the pixel points. …”
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Anomaly-Based Intrusion Detection System in Wireless Sensor Networks Using Machine Learning Algorithms by Belal Al-Fuhaidi, Zainab Farae, Farouk Al-Fahaidy, Gawed Nagi, Abdullatif Ghallab, Abdu Alameri

“…This model applied mutual information (MI) for feature selection and the synthetic minority oversampling technique (SMOTE) for solving the imbalanced dataset problem. …”
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Positivity for antiribonucleoprotein antibodies in rheumatic diseases: focus on scleroderma systematica by R. U. Shayakhmetova, L. P. Ananyeva

“…The review deals with the problem of antibody production in scleroderma systematica (SDS), with a focus on antiribonucleoprotein (RNP) antibodies: frequency, structure, and clinical associations. …”
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Fault Diagnosis of Photovoltaic Grid-connected Inverter Based on Wavelet Analysis by FAN Jinglu, YI Yunlan

“…Aiming to the fault detecting of photovoltaic grid-connected inverter and its intelligent online diagnosis problem, it proposed a C3C3 inverter fault feature extraction method, which used a three-phase inverter output current as a result of judgments based on wavelet analysis, and combines the approximate component and detail component of failure signals as failure feature vector; then used the classification of neural network to complete the fault diagnosis of photovoltaic grid inverters. …”
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Study on the Preprocessing Method of Rolling Bearing Signal based on LFK and Entropy Difference Spectrum Criterion by Yu He, Li Hongru, Sun Jian, Xu Baohua

“…Aiming at the problem that the fault feature of rolling bearing can be easily overwhelmed by random noise,a novel denoising method on the basis of local characteristic- scale decomposition and Fast Kurtogram（ LFK） is presented. …”
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Elimination of cracks in Al–Zn–Mg–Cu alloy by addition of TiO2 in selective laser melting by Biao Huang, Hongqun Tang, Jun Cao, Jincheng Huang, Fei Peng, Xu Zheng, Kezhun He, Qizhong Zhao

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The choice of anti-flood measures with the use of computational experiments (the Pechora River downstream as a study case) by Dmitry I. Perepelitsa, Aleksey A. Tiunov, Anatoly P. Lepikhin, Nikita A. Goldobin, Sergey R. Andreyev, Sergey A. Lepeshkin

“…To solve the problem of flooding, it is necessary to develop a set of flood prevention measures. …”

Little Fire Ant, Wasmannia auropunctata (Roger) (Insecta: Hymenoptera: Formicidae) by Shawn Brooks, J. C. Nickerson

“…With the reduction in the use of these persistent pesticide chemicals populations of little fire ants have been allowed to increase, and in some areas, to develop into a serious problem.  This document is EENY-139 (originally published as DPI Entomology Circular No. 248), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. …”
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Web service discovery method based on semantic expansion by ZHANG Zheng, ZUO Chun, WANG Yu-guo

“…A Web service discovery method based on semantic expansion was provided.It semantically expanded the conception of service description and service request.The semantic expansion way includes equivalent expansion,feature expansion and compose expansion.It gave the definition of extend semantic subsume during the period of input/output matching.The experiment tells that this algorithm can improve the recall while maintaining a high level precision.If sin-gle service can not match the service request,the way can attempt service composition to match service request.The heu-ristic algorithm based on H*changed the composition problem to searching problem.Because of the adoption of estima-tion function,the efficiency is improved distinctly.…”
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Little Fire Ant, Wasmannia auropunctata (Roger) (Insecta: Hymenoptera: Formicidae) by Shawn Brooks, J. C. Nickerson

“…With the reduction in the use of these persistent pesticide chemicals populations of little fire ants have been allowed to increase, and in some areas, to develop into a serious problem.  This document is EENY-139 (originally published as DPI Entomology Circular No. 248), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. …”
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Web service discovery method based on semantic expansion by ZHANG Zheng, ZUO Chun, WANG Yu-guo

“…A Web service discovery method based on semantic expansion was provided.It semantically expanded the conception of service description and service request.The semantic expansion way includes equivalent expansion,feature expansion and compose expansion.It gave the definition of extend semantic subsume during the period of input/output matching.The experiment tells that this algorithm can improve the recall while maintaining a high level precision.If sin-gle service can not match the service request,the way can attempt service composition to match service request.The heu-ristic algorithm based on H*changed the composition problem to searching problem.Because of the adoption of estima-tion function,the efficiency is improved distinctly.…”
Get full text

Little Fire Ant, Wasmannia auropunctata (Roger) (Insecta: Hymenoptera: Formicidae) by Shawn Brooks, J. C. Nickerson

“…With the reduction in the use of these persistent pesticide chemicals populations of little fire ants have been allowed to increase, and in some areas, to develop into a serious problem.  This document is EENY-139 (originally published as DPI Entomology Circular No. 248), one of a series of Featured Creatures from the Entomology and Nematology Department, Florida Cooperative Extension Service, Institute of Food and Agricultural Sciences, University of Florida. …”
Get full text