Network traffic detection based on multi-resolution low rank model by Guo-zhen CHENG, Dong-nian CHENG, Ding-jiu YU

“…Because network traffic was usually characterized by its higher-dimensional features,related detectors and classifiers for identifying traffic anomalies were suffering the increased complexity.Several key observations given by existing studies showed that network anomalies were distributed typically in a sparse way,and each of anomalies was essentially characterized by its lower-dimensional features.Based on this important finding,a novel model detecting traffic anomalies—multi-resolution low rank (MRLR) was developed.The proposed MRLR allowed us to dynamically filter the “proper”feature sets and then to classify anomalies accurately.The validation shows that MRLR can accurately reduce the dimensions of flow features to lower than 10%,on the other hand,the complexity of MRLR-classifiers is O(n).…”
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A lightweight high-frequency mamba network for image super-resolution by Tao Wu, Wei Xu, Yajuan Wu

“…It can better incorporate local and global information and has linear complexity in the global feature extraction branch. …”
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Feature enhanced cascading attention network for lightweight image super-resolution by Feng Huang, Hongwei Liu, Liqiong Chen, Ying Shen, Min Yu

“…The rich and fine-grained high-frequency information are extracted and fused from multiple perceptual layers, thus improving super-resolution (SR) performance. To validate FECAN’s effectiveness, we evaluate it with different complexities by stacking different numbers of high-frequency enhancement modules (HFEM) that contain FECA. …”
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Optimization of Iterative Control Algorithms for High-Resolution Adaptive Optics Systems by Shenghu Liu, Wang Zhao, Shuai Wang, Kangjian Yang, Ping Yang, Hongli Guan, Han Guo, Ruifeng He

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In regards to lipoxins as lipid mediators for the resolution of inflammation using the example of asthma by O. Yu. Kytikova, T. P. Novgorodtseva, I. S. Kovalenko

“…These mediators are formed in very small quantities and are quite unstable in comparison with other lipid mediators of inflammation resolution, so the difficulty of their detection limits the study of the role of lipoxins as mediators of inflammation resolution, including in asthma. …”
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Super-resolution upgrade for deep tissue imaging featuring simple implementation by Patrick Byers, Thomas Kellerer, Miaomiao Li, Zhifen Chen, Thomas Huser, Thomas Hellerer

“…This results in high complexity and cost of microscopes that can facilitate such challenges. …”
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Exploring the Dynamics of Successful Alternative Dispute Resolution Practices in Rural Bangladesh by Fahim Mostak Bari, Abdul Kader Miah Md.

“…Alternative Dispute Resolution (ADR) has gained popularity as a widely recognized method for resolving disputes globally. …”
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Application of High-Resolution Core Curve Construction in Logging Lithology Identification by YOU Ting, ZHU Tianyi, XU Pengye, WANG Shuhua, HE Xing, YU Lijun

“…However, due to the complexity and high cost of the coring process, there is generally less data available from coring wells in oilfields. …”
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An Adaptive Finite Resolution Selection Scheme for RIS Assisted NOMA Networks by Shady M. Ibraheem, Mona Shokair, Mohamed E. Nasr, Nancy Alshaer

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Fall detection method based on spatio-temporal coordinate attention for high-resolution networks by Xiaorui Zhang, Qijian Xie, Wei Sun, Ting Wang

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Progress and direction of 3D seismic exploration in Qintong Sag of Subei Basin by LIU Ming,XUE Ye,LIU Tiantian,ZHAO Sucheng,LAN Jiada,SHI Mengjun,YANG Fan

Subjects: “…|qintong sag|complex subtle reservoir|high precision 3d seismic|amplitude preserving processing|improved resolution processing|reservoir inversion…”
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MDRN: Multi-distillation residual network for efficient MR image super-resolution by Liwei Deng, Jingyi Chen, Xin Yang, Sijuan Huang

“…Super-resolution (SR) of magnetic resonance imaging (MRI) is gaining increasing attention for being able to provide detailed anatomical information. …”
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Advances in Light Field Spatial Super-Resolution: A Comprehensive Literature Survey by Wenqi Lyu, Hao Sheng, Wei Ke, Xiao Ma

“…Our experimental findings indicate substantial differences in robustness and adaptability among methods: approaches such as DistgSSR and DPT perform exceptionally well at high magnifications, while others, like HLFSR, exhibit comparatively poorer performance in complex scenes. Additionally, the unique characteristics of light field images add complexity to the super-resolution task. …”
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Resolution of expert council «Prospects of OM-85 application in the therapy of chronic rhinosinusitis» by V. M. Svistushkin, O. V. Karneeva, S. V. Ryazantsev, A. Yu. Ovchinnikov, H. T. Abdulkerimov, O. V. Kalyuzhin

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High-resolution mapping of gene expression using association in an outbred mouse stock. by Anatole Ghazalpour, Sudheer Doss, Hyun Kang, Charles Farber, Ping-Zi Wen, Alec Brozell, Ruth Castellanos, Eleazar Eskin, Desmond J Smith, Thomas A Drake, Aldons J Lusis

“…Quantitative trait locus (QTL) analysis is a powerful tool for mapping genes for complex traits in mice, but its utility is limited by poor resolution. …”
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Study on terrain radiant correction of high spatial resolution image of mountainous area by ZHANG Chao, WANG Ren-chao, ZHAO Chun-jiang, LI Hai-xia, LIU Liang-yun

“…Results show that the moment matching is better than the C correction improved method to the terrain complex area and large image.…”
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MIMO With 1-b Pre/Postcoding Resolution: A Quantum Annealing Approach by Ioannis Krikidis

“…In this article, we study the problem of digital pre/postcoding design in multiple-input multiple-output (MIMO) systems with 1-b resolution per complex dimension. The optimal solution that maximizes the received signal-to-noise ratio relies on an NP-hard combinatorial problem that requires exhaustive searching with exponential complexity. …”
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High‐resolution mapping of cancer cell networks using co‐functional interactions by Evan A Boyle, Jonathan K Pritchard, William J Greenleaf

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Can Knowledge Distillation Enable Seismic Interpolation, Super-Resolution, and Denoising Simultaneously? by Benwen Zhang, Linrong Wang

“…In seismic data processing, interpolation, super-resolution, and denoising are three key issues to improve data quality. …”
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Unsupervised skull segmentation in MR images utilizing modality translation and super-resolution by Kamil Kwarciak, Mateusz Daniol, Daria Hemmerling, Marek Wodzinski

“…Abstract Skull segmentation from MR images is a complex yet highly desirable task in modern computational medicine. …”
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