Structured insight: an innovative disambiguation paradigm for semi-supervised partial label learning by Xin Niu, Jing Chai, Musaed Alhussein, Khursheed Aurangzeb

“…SIDP disambiguates partial label data via feature-label consistency, whereas employs label expansion to generate pseudo candidate labels for unlabeled data, followed by a refinement through class perception. …”
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AIR DRONES GROUP CAPACITY ESTIMATION DURING MONITORING MISSION by Dmytro P. Kucherov, Andrii M. Kozub

“…Therefore, to solve this problem and proposed to carry out accounting aftereffect in the flow of services. …”
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Jurisprudential Correctness of the Taʻlīqi (Conditional) Liability with the Critical Analysis of The Articles 691, 699 and 700 of the Civil Code of Iran by Hadi Khoshnaghsh, Muhammad Adibi Mehr

“…One of the jurisprudential challengeable issues is the problem of the requirement of tanjiz (Arabic: تنجیز being unconditionally operational) in the Islamic contracts and according to the opinion of some Islamic jurists, there is an ijma' (Arabic: اجماع consensus among Islamic Shia jurists) on the annulment of the taʻlīq (Arabic: تعلیق conditional) contract. …”
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Design of Nonlinear PID and FOPID Controllers for Electronic Throttle Valve Plate’s Position by Mohamed Jasim Mohamed, Luay Thamir Rasheed

“…Finally, the most important feature of this scheme is its superior robustness compared to others.…”
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Research on coal-rock boundary identification based on the morphological sobel algorithm by Guohui Chen, Yilai Wang, Shengwei Song, Wenhua Yang

“…A morphological Sobel coal-rock boundary recognition algorithm is proposed according to the different gray levels of coal-rock images to solve the problem of coal image quality. First, the details of the coal and rock images are smoothly preprocessed to improve the contrast between the feature boundaries and surrounding pixels, and the gray-level adaptive threshold is applied after processing. …”
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Klynotron with using the open resonator and symmetric conical corrugated mirrors – goratron by A. A. Kurayev, V. V. Matveyenka

“…The distribution analysis Er(r, z), Ez(r, z), Bj(r, z) shows that the field periodic component exists in the entire space between the comb mirrors. Given feature allows to use a wide (up to l/4) electron flow. …”
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Neighbor interaction-based personalised transfer for cross-domain recommendation by Kelei Sun, Yingying Wang, Mengqi He, Huaping Zhou, Shunxiang Zhang

“…Moreover, a meta-network based on users' transferable features is trained to construct personalised mapping functions for each user. …”
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CEEMDAN-MRAL Transformer Vibration Signal Fault Diagnosis Method Based on FBG by Hong Jiang, Zhichao Wang, Lina Cui, Yihan Zhao

“…The unique MRAL-Net is proposed to extract the spatial features of the signal and analyze the time series dependence of the features to improve the richness of the signal feature scale. …”
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Efficient early-stage disease detection in pomegranate (Punica granatum) using convolutional neural networks optimized by honey badger optimization algorithm by Sameera P, Abhay A. Deshpande

“…The segmented image was subjected to feature extraction based on the identified features. …”
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Language model-enhanced edge factor mining in citation network by WANG Minmao, ZHAO Hongke, WU Likang, JIAO Zhixian, HUANG Zhenya

“…Despite attempts to enrich node and edge feature representations by integrating LLM with their strong textual understanding capabilities, these approaches have still not effectively sloved the problem of uncovering the underlying drivers of edge information. …”
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Comparative Studies of Descriptor-Based Image Matching Techniques for AAV Applications by Tomasz Pogorzelski, Teresa Zielinska

“…This article presents the results of comparative studies of typical image feature-matching algorithms. Pre-processed images recorded during flights and satellite orthophotomaps are used for these studies. …”
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Single Infrared Super-Resolution via a Shifted Full-Scale Non-Local Network by Honghong Lu, Zhenhua Li

“…A full-scale non-local mechanism is first proposed to enhance the channel and spatial dependencies of the intra-frame feature map. Based on this mechanism, a shifted full-scale non-local residual block is constructed. …”
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Design of Interactive Vocal Guidance and Artistic Psychological Intervention System Based on Emotion Recognition by Wenwen Mo, Yuan Yuan

“…The research on artistic psychological intervention to judge emotional fluctuations by extracting emotional features from interactive vocal signals has become a research topic with great potential for development. …”
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Study on vibration characteristics of three-stage brush seal rubbing fault of a counter-rotating aerojet engine by Zhiliang Wang, Wei Zhao, Yingqun Ma, Binbin Liu, Xuesen Yang, Qingjun Zhao

“…Finally, the high-frequency 3 f 1 +6 f 2 feature in the vibration spectrum is explained in terms of the fault mechanism, and a universal identification method for rotor-three-stage brush seal rubbing fault is established.…”
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Weighted determination algoritm of boundary pixels by D. V. Zaerko, V. A. Lipnitski

“…That feature characterize a lot of classes of methods which used idea of convolution matrix. …”
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Migration policy as a factor influencing the USA presidential election by Gyulnara I. Gadzhimuradova, Kirill O. Sumin

“…Illegal migrants from Latin American countries will have a particular impact on the upcoming elections, so a characteristic feature of the 2024 election campaign is a cross-party struggle for the Latin American electorate, coupled with tougher migration policies. …”
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Review of a New Textbook On International Law Shumiliov V.M. "International Law": textbook.-Moscow: Pubbshing house "Welby", 2007,486 p. by A. A. Kovalev

“…Second the author employs the concept of "civilization approach" which is nowadays actively used in liberal arts and social sciences. Third, the problem of the system of international law is elaborated upon. …”
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Application of intelligent translation system based on machine translation in English education curriculum reform by Shan Guo

“…Abstract In order to improve the effect of English education curriculum reform, this paper combines the intelligent translation system based on machine translation to conduct research on English education curriculum reform. Aiming at the problem of efficient retrieval of English documents, this paper proposes a Text semantic recognition model retrieval method based on the combination of global and local features, which makes full use of the advantages of global features and local features to obtain complementary features, thereby improving retrieval performance. …”
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Investigating teachers’ mathematics pedagogical content knowledge on ratio and proportion: Does it exist in teaching? by Rooselyna Ekawati, Fou-Lai Lin, Ahmad Wachidul Kohar

“…Data were analyzed by employing a whole-to-part approach of video-based data on three components of the teachers’ teaching practices on ratio and proportion, i.e., task level feature, the teaching of problem-solving strategies, and knowledge of students’ conceptual understanding. …”
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Bearing Fault Diagnosis Based on Parameter Optimized VMD and ELM with Improved SSA by Yang Sen, Wang Hengdi, Cui Yongcun, Li Chang, Tang Yuanchao

“…Aiming at the problem that the initial fault signal of rolling bearings is weak and the fault characteristic is difficult to extract, this study proposes a rolling bearing fault diagnosis method based on variational modal decomposition (VMD) for adaptive parameter optimization based on the improved sparrow search algorithm (SSA) and the extreme learning machine (ELM) with multi-layer feature vector fusion. …”
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