UAV-Assisted Unbiased Hierarchical Federated Learning: Performance and Convergence Analysis by Ruslan Zhagypar, Nour Kouzayha, Hesham ElSawy, Hayssam Dahrouj, Tareq Y. Al-Naffouri

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Stochastic black-box optimization using multi-fidelity score function estimator by Atul Agrawal, Kislaya Ravi, Phaedon-Stelios Koutsourelakis, Hans-Joachim Bungartz

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Conditional Denoising Diffusion Probabilistic Models for Data Reconstruction Enhancement in Wireless Communications by Mehdi Letafati, Samad Ali, Matti Latva-Aho

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Private Collaborative Edge Inference via Over-the-Air Computation by Selim F. Yilmaz, Burak Hasircioglu, Li Qiao, Deniz Gunduz

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On Characteristics of Symbolic Execution in the Problem of Assessing the Quality of Obfuscating Transformations by Petr D. Borisov, Yury V. Kosolapov

“…The paper proposes two implementations of the scheme: extended and simplified. The extended scheme is closer to the process of analyzing a program by an analyst, since it includes the steps of disassembly and translation into intermediate code, while in the simplified scheme these steps are excluded. …”
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Theoretical studies results for a mathematical model of a road roller turn by M. N. Artemenko, P. A. Korchagin, I. A. Teterina

“…As a result of the developed mathematical model, a program code was built in the MATLAB software product, which formed the basis of theoretical studies that made it possible to fully study the influence of the design and operational parameters of the machine on the motion trajectory and positioning accuracy.Results. …”
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An Efficient Quantized Message Passing Receiver Design for SCMA Systems by Hao Cheng, Min Zhang, Ruoyu Su

“…Sparse code multiple access (SCMA) has been considered as an efficient technique to provide both massive connectivity and high spectrum efficiency for future machine-type wireless networks. …”
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Distributed Software Build Assurance for Software Supply Chain Integrity by Ken Lew, Arijet Sarker, Simeon Wuthier, Jinoh Kim, Jonghyun Kim, Sang-Yoon Chang

“…We design and build a software build assurance scheme detecting if there have been injections or modifications in the various steps in the software supply chain, including the source code, compiling, and distribution. …”
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Enhancing Biomedical Semantic Annotations through a Knowledge Graph-Based Approach by Asim Abbas, Mutahira Khalid, Sebastian Chalarca, Fazel Keshtkar, Syed Ahmad Chan Bukhari

“…However, this information has various access challenges due to the need for precise machine-interpretable semantic metadata required by search engines. …”
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Multi-strategy enhanced marine predator algorithm: performance investigation and application in intrusion detection by Zhongmin Wang, Yujun Zhang, Jun Yu, YuanYuan Gao, Guangwei Zhao, Essam H. Houssein, Rui Zhong

“…The source code of this research can be downloaded at https://github.com/RuiZhong961230/MEMPA .…”
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A semi-automated algorithm for designing stellarator divertor and limiter plates and application to HSX by Robert Davies, Yuhe Feng, Dieter Boeyaert, John C. Schmitt, Michael J. Gerard, Kelly A. Garcia, Oliver Schmitz, Benedikt Geiger, Sophia A. Henneberg

“…Heat transport is modelled using the EMC3-Lite code, which uses an anisotropic diffusion model. …”
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A reliable NLOS error identification method based on LightGBM driven by multiple features of GNSS signals by Xiaohong Zhang, Xinyu Wang, Wanke Liu, Xianlu Tao, Yupeng Gu, Hailu Jia, Chuanming Zhang

“…Finally, we introduce the LightGBM model to establish an effective correlation between signal features and satellite visibility and adopt a multifeature-driven scheme to achieve reliable identification of NLOSs. …”
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The Training Method for Digital Data Operation by I. V. Shevtsova

“…While the modern IT and data sources contain tools for working with data, which are available to a wide range of users without the need to write the code. Materials and methods. The study is based on the theoretical materials and the practice of operation with digital data in management processes. …”
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Experimental and Numerical Investigation on the Bearing Behavior of Curved Continuous Twin I-Girder Composite Bridge with Precast Concrete Slab by Chuandong Shen, Yifan Song, Lei Yan, Yuan Li, Xiaowei Ma, Shuanhai He, Xiaodong Han

“…These above may indicate that the TGCB designed according to Chinese codes has good safety reserve and ductility. From parameter analysis results, it was concluded that the TGCB with full-support construction scheme has larger yield load and ultimate load compared with the one with erecting machine construction scheme. …”
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Lossless Compression of Malaria-Infected Erythrocyte Images Using Vision Transformer and Deep Autoencoders by Md Firoz Mahmud, Zerin Nusrat, W. David Pan

“…To ensure no loss in reconstructed image quality, we further compress the residuals produced by these autoencoders using the Huffman code. Simulation results show that the proposed method achieves lower overall bit rates and thus higher compression ratios than traditional compression schemes such as JPEG 2000, JPEG-LS, and CALIC. …”
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Explicit collocation algorithm for the nonlinear fractional Duffing equation via third-kind Chebyshev polynomials by Y.H. Youssri, A.G. Atta, M.O. Moustafa, Z.Y. Abu Waar

“…The main advantages of the proposed method are that it does not require a huge number of retained modes, simply a few terms, and does not exhaust the machine used to render the codes.…”
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Efficient Channel Prediction Technique Using AMC and Deep Learning Algorithm for 5G (NR) mMTC Devices by Vipin Sharma, Rajeev Kumar Arya, Sandeep Kumar

“…Efficient utilisation of adaptive modulation and coding ensures the quality transmission of information bits through the significant reduction in bit error rate (BER). …”
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Computational complexity when constructing rational plans for program execution in a given field of parallel computers by V. M. Bakanov

“…An iterative approach to improving heuristic methods favors developing optimal schemes for solving the objective problem.Conclusions. …”
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Entropy of Neuronal Spike Patterns by Artur Luczak

“…Finally, we discuss strategies to overcome these challenges, including dimensionality reduction techniques, advanced entropy estimators, sparse coding schemes, and the integration of machine learning approaches. …”
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Symbolic Framework for Evaluation of NOMA Modulation Impairments Based on Irregular Constellation Diagrams by Nenad Stefanovic, Vladimir Mladenovic, Borisa Jovanovic, Ron Dabora, Asutosh Kar

“…In contrast to legacy modulation and coding schemes (MCSs), NOMA MCSs typically have irregular symbol constellations with asymmetric symbol decision regions affecting synchronization at the receiver. …”
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