YConvFormer: A Lightweight and Robust Transformer for Gearbox Fault Diagnosis with Time–Frequency Fusion by Yihang Peng, Jianjie Zhang, Songpeng Liu, Mingyang Zhang, Yichen Guo

“…This mechanism refines temporal modeling with minimal computation. Finally, the YConvFormer lightweight architecture is proposed, which combines shallow feature processing with global–local modeling, significantly reducing computational load. …”
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Long-range-interacting topological photonic lattices breaking channel-bandwidth limit by Gyunghun Kim, Joseph Suh, Dayeong Lee, Namkyoo Park, Sunkyu Yu

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Towards a Conceptual Modeling of Trustworthiness in AI-Based Big Data Analysis by Sebastian Bruchhaus, Alexander Kreibich, Thoralf Reis, Marco X. Bornschlegl, Matthias L. Hemmje

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H-Alpha anomalyzer: An anomaly detector for H-Alpha solar observations using a grid-based approach by Mahsa Khazaei, Heba Mahdi, Kartik Chaurasiya, Azim Ahmadzadeh

“…This paper also reports the quantitative validation of the method. On a modest laptop computer, this lightweight package processes ten 2k-by-2k-pixel images per second, which is significantly faster than its DNN-based counterparts.…”
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Effect of Power Amplifier Distortion on the Speech Transmission Index for Public Address Systems by Paweł Dziechciński

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DOA Estimation Based on CNNs Embedded With Mamba by Zhang Ziyan, Yi Shichao, Wang Chengyi

“…Most of CNNs use the covariance matrix of the array signal or the spectrum as features to estimate the angle of incidence directly or to remove the noise. However, feature processing of the original signal inevitably loses part of the information, and using the original signal directly makes the number of parameters and computation huge. …”
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An improved deep learning approach for automated detection of multiclass eye diseases by Feudjio Ghislain, Saha Tchinda Beaudelaire, Romain Atangana, Tchiotsop Daniel

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Optimal Res-UNET architecture with deep supervision for tumor segmentation by Rahman Maqsood, Fazeel Abid, Jawad Rasheed, Jawad Rasheed, Jawad Rasheed, Onur Osman, Shtwai Alsubai

“…Post-processing strategies improved the robustness of segmentation, particularly enhancing the accuracy of small tumor regions. …”
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Customized e-nose sensor array configuration and VOCs pattern analysis for Cabernet Sauvignon grape post-harvest quality monitoring by Quansheng Dou, Yuchen Ning, Bingxi Chen, Guangfen Wei, Jing Liu

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ANP32E drives vulnerability to ATR inhibitors by inducing R-loops-dependent transcription replication conflicts in triple negative breast cancer by Sara Lago, Vittoria Poli, Lisa Fol, Mattia Botteon, Federica Busi, Alice Turdo, Miriam Gaggianesi, Yari Ciani, Giacomo D’Amato, Luca Fagnocchi, Alessandra Fasciani, Francesca Demichelis, Matilde Todaro, Alessio Zippo

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A Rapid Sand Gradation Detection Method Based on Dual-Camera Fusion by Shihao Zhang, Yang Zhang, Song Sun, Xinghai Yuan, Haoxuan Sun, Heng Wang, Yi Yuan, Dan Luo, Chuanyun Xu

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Control and Performance Monitoring of Solar Tracking Systems with Embedded Software by Marco Antonio Peñaloza López, Sergio Palomino Resendiz, Diego Flores Hernández

“…Additionally, the resulting configuration allows the processing resources of a computer to be easily and practically utilized, facilitating a Hardware-in-the-Loop scheme. …”
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Multi-dimensional secure query scheme for fog-enhanced IIoT by Yousheng ZHOU, Chang TAN, Fei TANG

“…In view of the fact that most of the existing range query schemes for fog-enhanced IoT cannot achieve both multi-dimensional query and privacy protection,a privacy-preserving multi-dimensional secure query scheme for fog-enhanced IIoT was proposed.Firstly,the multiple ranges to be queried were mapped into a certain query matrix.Then,auxiliary vectors were constructed to decompose the query matrix,and then the auxiliary vector was processed by BGN homomorphic encryption to form a query trapdoor.Finally,with the homomorphic computation utilized by an IoT device terminal,the query trapdoor could be matched to its sensor data.Spatial complexity could be effectively reduced with the used specific auxiliary vectors.The confidentiality of sensor data could be ensured and the privacy of user’s query mode could be protected by the homomorphic encryption property.Experiments results show that the computational and communication costs are relatively low.…”
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Comparative analysis of image hashing algorithms for visual object tracking by Vitalii Naumenko, Sergiy Abramov, Vladimir Lukin

“…The study also explores the trade-off between accuracy and processing speed for each algorithm considering the constraints of limited computational resources. …”
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Design and Implementation of a Chatbot for Kurdish Language Speakers Using Chatfuel Platform by Hemn Karim Ahmed, Jamal Ali Hussein

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The critical role of emotional communication for motivated reasoning by Ingo Wolf, Tobias Schröder

“…Our experimental findings reveal that motivated reasoning is most pronounced when persuasive appeals employ a combination of emotional and rational elements within a negatively valenced argument. Furthermore, our computational model, which estimates belief and affect adjustments underlying attitude changes, elucidates how message framing influences cognitive-affective processes through emotional coherence. …”
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An engineering method of aerodynamic heating prediction for hypersonic blunt body vehicles by Jimin Chen, Guoyi He

“…A comparison between the perfect gas model and the chemical equilibrium gas model indicates that, while their results are generally similar, the perfect gas model reduces computational time by 70% in related calculation processes, making it suitable for most conditions.…”
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Enhancing Path Planning for Autonomous Robots in Large, Obstacle-Crowded Environments: A Practical Improvement to the PRM Algorithm by Shimon Aviram, Eugene Levner

“…However, when faced with crowded areas, PRM tends to suffer from excessive computation times and produce suboptimal solutions. …”
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UAV target tracking method based on global feature interaction and anchor-frame-free perceptual feature modulation. by Yuanhong Dan, Jinyan Li, Yu Jin, Yong Ji, Zhihao Wang, Dong Cheng

“…We realized a real-time processing speed of 30 frames per second.…”
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Non-onsite symmetries and quantum teleportation in split-index matrix product states by David T. Stephen

“…These phases can be detected by string-order parameters, but notably do not exhibit entanglement spectrum degeneracy. On the computational side, the spin chains represent a new class of states that can be used to deterministically teleport information across long distances, with the novel property that the necessary classical side processing is a non-linear function of the measurement outcomes. …”
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