A novel feature fusion model to mimic photographers’ active observation for scenery recomposition toward physical education by Dongyang Tang, Shang Wang

“…Our empirical analyses, supported by a user study, show that our method outperforms comparable techniques significantly, achieving a precision rate 3.2% higher than the second-best performer while halving the testing time. This streamlined approach blends aesthetics with algorithmic efficiency, enhancing AI-driven scene analysis.…”
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Linear adaptive filtering of random sequences on basis of deterministic approach by V. A. Artemiev, A. O. Naumov, L. L. Kokhan

“…The use of only previous estimates leads to the structure of the filter with feedback, while the use of only the previous measurements forms a transversal filter. …”
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Romance in the Recent Past: Our Beloved Summer and First Love in the Ecology of Netflix Global Programming by Vivien Nara

“…Drawing on key scholarly literature on popular romance and modernity, I argue that while the temporality of “romance in the recent past” might not necessarily be marked as a working microgenre in the Netflix algorithm, it certainly presents as a transnationally translatable storytelling mode that narrativizes, entertains, and consoles audiences coming from similar experiences of modernity.…”
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Lightweight and Efficient CSI-Based Human Activity Recognition via Bayesian Optimization-Guided Architecture Search and Structured Pruning by Sungkwan Youm, Sunghyun Go

“…Motivated by the need for accuracy and efficiency in resource-constrained environments, we combine Bayesian Optimization-based Neural Architecture Search (NAS) with a structured pruning algorithm. NAS identifies optimal network configurations, while pruning systematically removes redundant parameters, preserving accuracy. …”
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Comparison and Correction of Runoff Simulation Based on XGBoost and SWAT by LIANG Lisha, JIANG Xiaolei, HU Leyi, SHEN Jing, ZHANG Liping, FU Xiaolei

“…Based on the extreme gradient boosting (XGBoost) algorithm and soil and water assessment tool (SWAT) model, a runoff simulation model was constructed by using the observed hydrological data of Waizhou hydrological station in Ganjiang River Basin, and the simulation effects of the two models were compared. …”
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Genius Loci in Adaptive Reuse: Bank Museums in Ankara by Ayça Özmen

“…Adaptive reuse, one of the architectural conservation interventions, involves the adaptation of existing buildings for new or ongoing functions while balancing their cultural significance and contemporary requirements. …”
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Decentralized Nonstationary Fuzzy Neural Network with Meta-Learning-Net by Zhen Zhang, Meiling Yu, Hui Jia

“…The nonstationary fuzzy neural network (NFNN) has proven to be an effective and interpretable tool in machine learning, capable of addressing uncertainty problems similarly to type-2 fuzzy neural networks, while offering reduced computational complexity. …”
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Cone-Beam Composite-Circling Scan and Exact Image Reconstruction for a Quasi-Short Object by Hengyong Yu, Ge Wang

“…As a feasibility study, a backprojection filtration (BPF) algorithm is developed to reconstruct images from data collected along a composite-circling trajectory. …”
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Performance Comparison of Data Reduction Techniques for Wireless Multimedia Sensor Network Applications by Pinar Sarisaray-Boluk, Kemal Akkaya

“…We have picked five different BS algorithms and two compression techniques and implemented them in an Android platform. …”
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A Robotic System to Scan and Reproduce Object by Cesare Rossi, Sergio Savino

“…The robot is a 3-axis revolute prototype, while the vision system essentially consists in a laser scanner made up of a camera and a linear laser projector. …”
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Management of Calcified Coronary Lesions by Khaled Al-Shaibi, Aditya Bharadwaj, Atul Mathur, Ashish Jaikishen, Robert Riley

“…A variety of treatment options for these lesions exist, including specialized balloons, atherectomy, and intravascular lithotripsy. While there is currently no universally accepted algorithm for choosing between these treatment strategies, several different algorithms exist, and the optimization of these treatment regimens will continue to evolve in the coming years. …”
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Nightmares caused by isotretinoin in treating hidradenitis suppurativa: a case report and clinical insights by Fawaz Aljehani, Shumukh Alqahtani, Sara Alharbi, Seham Alsulami

“… Isotretinoin, widely used for treating severe acne, has also been prescribed off-label for hidradenitis suppurativa (HS). While effective in some cases, isotretinoin is known to cause psychiatric side effects. …”
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METODE KLASIFIKASI JARINGAN SYARAF TIRUAN BACKPROPAGATION PADA MAHASISWA STATISTIKA UNIVERSITAS TERBUKA by Siti Hadijah Hasanah, Sri Maulidia Permatasari

“…Backpropagation Artificial Neural Network (ANN) is an ANN that uses a supervised learning algorithm. The purpose of this study is to determine the parameters and measure the accuracy of the classification accuracy of the student status of the Open University Statistics Study Program. …”
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On the Minimum Quantity of Mobile Sensor Nodes for Full Coverage in Hybrid WSN by Monik Silva Sousa, João Viana da Fonseca Neto

“…A main challenge in deploying wireless sensor networks (WSNs) is determining the minimum quantity of sensor nodes required to fully cover the region of interest while avoiding coverage holes. This study proposes a method to compute the number of nodes needed to monitor a circular region and a distributed control strategy based on circular formations to move dynamic agents to their desired positions. …”
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Research on Tunnel Crack Identification Localization and Segmentation Method Based on Improved YOLOX and UNETR++ by Wei Sun, Xiaohu Liu, Zhiyong Lei

“…The improved YOLOX recognition algorithm builds upon the original YOLOX network architecture. …”
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The use of vagal manoeuvres in narrow complex tachyarrhythmias in primary care by Shane D. Murphy, Michele Torlutter

“…Supraventricular tachydysrhythmias (SVTs) are a common presenting complaint, with a national prevalence of 3/1000 persons. While most commonly stable, prolonged paroxysms can deteriorate into haemodynamically unstable subtypes or ventricular dysrhythmias. …”
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Numerical Simulation of Flooding Process on Downstream Structure by Three-dimensional Dam-break Wave by YU Ruixing, LIN Qin, HE Shiming, ZHENG Yipeng, ZHENG Kaiyuan

“…The accelerated computing is achieved by the parallel algorithm, the free surface is captured by the volume of fluid method, and the fluid-structure interaction is dealt with by the immersed boundary method. …”
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Cryptosystem Based on Induced Group Codes by V. M. Deundyak, Y. V. Kosolapov

“…Therefore, if N has an efficient algorithm for decoding, we can build a class of induced codes with known decoding algorithms. …”
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A Novel Resource Productivity Based on Granular Neural Network in Cloud Computing by Farnaz Mahan, Seyyed Meysam Rozehkhani, Witold Pedrycz

“…Extensive real-world simulations using the CloudSim simulator show the high efficiency of the proposed algorithm.…”
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Comparison of MPPT optimization methods for P&O and PSO solar panels to overcome partial shading by Imelda Uli Vistalina Simanjuntak, Junas Haidi, Ricky Fajar Ade Putra, Lukman Medriavin Silalahi

“…The objective is to determine the most appropriate MPPT algorithm to optimize the efficiency of solar panels. …”
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