Spectrum Distribution in Cognitive Radio: Error Correcting Codes Perspective by Syed Azmat Hussain, Tariq Shah, Naveed Ahmed Azam, Antonio Aparecido de Andrade, Aqdas Naveed Malik

“…However, we obtain an effective utilization of spectrum by the transmission of the pairs of primary and secondary users' data through the linear codes with different given lengths. …”
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Code vulnerability detection method based on graph neural network by Hao CHEN, Ping YI

“…The schemes of using neural networks for vulnerability detection are mostly based on traditional natural language processing ideas, processing the code as array samples and ignoring the structural features in the code, which may omit possible vulnerabilities.A code vulnerability detection method based on graph neural network was proposed, which realized function-level code vulnerability detection through the control flow graph feature of the intermediate language.Firstly, the source code was compiled into an intermediate representation, and then the control flow graph containing structural information was extracted.At the same time, the word vector embedding algorithm was used to initialize the vector of basic block to extract the code semantic information.Then both of above were spliced to generate the graph structure sample data.The multilayer graph neural network model was trained and tested on graph structure data features.The open source vulnerability sample data set was used to generate test data to evaluate the method proposed.The results show that the method effectively improves the vulnerability detection ability.…”
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Targeting the fundamentals for tremors: the frequency and amplitude coding in essential tremor by Ming-Kai Pan

“…These neural dynamic approaches target the conserved mechanisms across ET patients with varying etiologies, offering the potential to develop universally effective therapies for ET.…”
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A Data-Driven Methodology for Quality Aware Code Fixing by Thomas Karanikiotis, Andreas L. Symeonidis

“…The evaluation of our system on multiple axes demonstrates the effectiveness of our approach in providing usable code alternatives that are both functionally equivalent and syntactically similar to the original snippets, while significantly improving quality metrics. …”
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Dynamic RCS Reduction Performances of Antenna Array with Coding Metasurface by Yan Chen, Xiao-Xiang He, Yang Yang, Heng-Yan Hu, Fu-Kang Li, Lei Yang

“…On the basis of combining the two concepts of digital coding metasurface and metasurface antenna, low radar cross-section (RCS) coding metasurface antenna array with dynamic scattering performances is presented in this paper. …”
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Sensory adaptation modulates coding and the perceptual quality of odor mixtures by Nicolás Pírez, Federico Andrés Gascue, Marcos Rafael Sorrentino, Fernando Federico Locatelli

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INFLUENCE OF CODE OF POINT CHANGE ON INDIVIDUAL RHYTHMIC GYMNASTICS PERFORMANCE by Rebecca M. Freire-Maceiras, Elena Sierra- Palmeiro, María A Fernández-Villarino

“… The aim of this study was to analyse the effects of a rule change on the performance model of individual rhythmic gymnastics. …”
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Assessment of Prediction Capabilities of COCOSYS and CFX Code for Simplified Containment by Jia Zhu, Xiaohui Zhang, Xu Cheng

“…The acceptable accuracy for simulation of severe accident scenarios in containments of nuclear power plants is required to investigate the consequences of severe accidents and effectiveness of potential counter measures. For this purpose, the actual capability of CFX tool and COCOSYS code is assessed in prototypical geometries for simplified physical process-plume (due to a heat source) under adiabatic and convection boundary condition, respectively. …”
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Multi-pulse Fourier codes for bit transmission at the quantum limit by Matteo Rosati

“…Here we introduce new families of decoders based on multi-pulse and multi-level codes. We compute the rate of these codes exactly, and provide a comprehensive study of their performance. …”
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An Explainable Deep Semantic Coding for Binary-Classification- Oriented Communication by Shuhui Wang, Zuxing Li, Xin Huang, Qi Jiang

“…To solve this problem, we leverage deep learning techniques and variational approximation methods to develop practical deep semantic coding schemes. Experiments on the CelebA dataset and the CIFAR-10 dataset demonstrate that the proposed schemes effectively balance data compression and binary classification accuracy, which aligns with the theoretical formulation.…”
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Identifying cultural codes of students in order to develop advert messages by S. A. Afonsky

“…Today it is necessary to improve effectiveness of advert messages used in advertising campaign of entrance exams at the Russian Plekhanov University of Economics. …”
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An Empirical Evaluation of Ensemble Models for Python Code Smell Detection by Rajwant Singh Rao, Seema Dewangan, Alok Mishra

“…These results highlight the effectiveness of the proposed methodology and its potential to enhance code smell detection in Python significantly, reinforcing confidence in the approach’s thoroughness and applicability.…”
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A Systematic Survey on Large Language Models for Code Generation by Sardar K. Jabrw, Qusay I. Sarhan

“…However, evaluating generated code’s quality, security, and effectiveness remains a significant challenge. …”
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Code index modulation method with multidimensional invisible data mapping by Fang Liu, Yuanfang Zheng, Hongyang Lu, Yongxin Feng

“…Therefore, in view of the above bottleneck problems, the code index modulation method with multidimensional invisible data (MID‐CIM) is proposed. …”
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Traffic Scene Analysis using Hierarchical Sparse Topical Coding by P. Ahmadi, I. Gholampour, M. Tabandeh

“…Experiments on a real world traffic dataset demonstrate the effectiveness of the proposed method against conventional one-level topic model based methods. …”
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Image Super Resolution Using Fractal Coding and Residual Network by Zhen Hua, Haicheng Zhang, Jinjiang Li

“…Fractal coding techniques are an effective tool for describing image textures. …”
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Mitochondria-associated non-coding RNAs and their impact on drug resistance by Xingna An, Lina Sun, Huan Zheng, Yinghui Xiao, Weixia Sun, Dehai Yu

“…Therefore, it is crucial to gain a deeper understanding of the molecular mechanisms underlying drug resistance and to develop targeted strategies for its effective prevention and management. Mitochondria, as vital energy-producing organelles within cells, have been recognized as key regulators of drug sensitivity. …”
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Spatial-Coded Phosphor Coating for High-Efficiency White LEDs by Ching-Cherng Sun, Yu-Yu Chang, Chun-Yan Lu, Hsin-Ying Lin, Zi-Yan Ting, Tsung-Hsun Yang, Te-Yuan Chung, Yei-Wei Yu

“…In this paper, a new structure of spatial-coded coating phosphor is proposed and effectively benefits the efficiency enhancement in the white light-emitting diodes (LEDs). …”
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Selected Code-Quality Characteristics and Metrics for Internet of Things Systems by Matej Klima, Miroslav Bures, Karel Frajtak, Vaclav Rechtberger, Michal Trnka, Xavier Bellekens, Tomas Cerny, Bestoun S. Ahmed

“…These metrics are divided into main code quality categories: Size, redundancy, complexity, coupling, unit test coverage and effectiveness, cohesion, code readability, security, and code heterogeneity. …”
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From Code to Life: The AI‐Driven Revolution in Genome Editing by Zhidong Li, Wasi Ullah Khan, Genxiang Bai, Chao Dong, Jungang Wang, Youpeng Zhang, Chong Wang, Hongbin Zhang, Wenyi Wang, Ming Luo, Fei Chen

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