Search Results - binary data processing

Information support for chub mackerel Scomber japonicus fishery in the Pacific waters of the Russian Federation by E. P. Chernienko, I. S. Chernienko

“…The fishery statistics for 2016–2020 and the data on SST with delay of 4–7 days from the date of catch, spatial SST gradients calculated using Belkin algorithm, and day-to-day SST variations were processed using LightGBM machine learning algorithm. …”
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A hybrid deep learning-based model for enhanced feature representation in image retrieval systems by ZhiYuan Shen, HaoDe Shen, Feng He

“…The exponential growth of image data volume has made the necessity of accurate and efficient retrieval systems more and more evident; in this regard, extracting comprehensive and meaningful features and their optimal selection has become a vital issue in image processing and machine learning research. …”
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COVID-19 Artificial Intelligence Diagnosis Using Only Cough Recordings by Jordi Laguarta, Ferran Hueto, Brian Subirana

“…To train our MIT Open Voice model we built a data collection pipeline of COVID-19 cough recordings through our website (opensigma.mit.edu) between April and May 2020 and created the largest audio COVID-19 cough balanced dataset reported to date with 5,320 subjects. …”
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The role of bioimpedance status in the diagnosis of presarcopenia in elderly and elderly patients with type 2 diabetes mellitus by Ruslan N. Obyedkov, Evgeny I. Dedov, Irina G. Pshennikova

“…Interpretation of these data is promising for further studies.…”
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An improved Fully Homomorphic Encryption model based on N-Primes by Mohammed Anwar Mohammed, Fadhil Salman Abed

“…Therefore, the traditional cryptographic schemes cannot be used to process cloud’s data. After the encryption of the information data are revealed to calculation in clouds, so confidentiality is not guaranteed and this result in difficulty in using cloud. …”
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Gender-Specific Renal Function and Urinary Syndrome in Patients with Liver Cirrhosis of Alcoholic Etiology: Observational Study by M. S. Krutikova, A. N. Vostrikova, E. F. Yakubova, L. V. Polskaya, S. N. Krutikov

“…Statistical data processing was performed using computer program Statistica 10 (StatSoft, Inc., USA) and standard Microsoft Excel software package (Microsoft Office 2016). …”
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Simultaneous Wavelength and Format Conversions Based on the Polarization-Insensitive FWM in Free-Space Optical Communication Network by Xinning Huang, Yulong Suh, Tao Duan, Hui Hu, Xin Xu, Xiaoping Xie

“…In this paper, we construct a 3-node FSO network and experimentally investigate the feasibility of simultaneous WC-OCS and format conversion based on straight-lined single-pump four-wave mixing (FWM) process. The bit-error-ratio (BER) results of the on-off key, binary phase-shift keying (BPSK), and quadrature phase-shift keying (QPSK) signals show that comparing to the corresponding back-to-back (B2B) transmission at the reference BER level of <inline-formula><tex-math notation="LaTeX">${10^{-7}}$</tex-math></inline-formula>, power penalties caused by WC-OCS are less than 1-dB for all the three formats. …”
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Using a 3D Chaotic Dynamic System as a Random Key Generator for Image Steganography by Mohammed Abod Husain, Saad Al-Momen

“…Furthermore, an algorithm is suggested to generate a random binary key, serving as the controller for the embedding process. …”
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Scientific Library Between Open and Corporate Science by A. E. Rykhtorova

“…The purpose of the article is to suggest the possibilities for scientific library to participate in the processes of production, exchange and dissemination of information and knowledge within the framework of the movement of science from the binary system “corporate science vs open science” to hybrid mechanisms of work. …”
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Analyzing cryptographic algorithm efficiency with in graph-based encryption models by Yashmin Banu, Biplab Kumar Rath, Debasis Gountia

“…Consequently, this research conducts a comparative analysis of RSA and ElGamal cryptographic algorithms by applying them to mixed data, including binary, text, and image files. The CPU's internal clock was employed to record the execution time of encryption and decryption operations, facilitating the assessment of time complexity for both algorithms. …”
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Effect of performance improvement programs on compliance with sepsis bundles and mortality: a systematic review and meta-analysis of observational studies. by Elisa Damiani, Abele Donati, Giulia Serafini, Laura Rinaldi, Erica Adrario, Paolo Pelaia, Stefano Busani, Massimo Girardis

“…Interventions may consist of educational programs, process changes or both.<h4>Data extraction</h4>Data from the included studies were extracted independently by two authors. …”
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Predictive Deep Learning for High‐Dimensional Inverse Modeling of Hydraulic Tomography in Gaussian and Non‐Gaussian Fields by Quan Guo, Ming Liu, Jian Luo

“…The training process is efficient, and the model structure demonstrates robustness for input data with perturbations. …”
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Enhancing drug-target affinity prediction through pre-trained language model and gated multi-head attention by Ghina Khoerunnisa, Isman Kurniawan

“…Deep learning offers an efficient and effective alternative by leveraging sequence data for prediction. Nevertheless, the DTI binary classification approach suffers from a large number of non-interacting pairs, resulting in data imbalance and has a negative impact on performance. …”
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RIS-UNet: A Multi-Level Hierarchical Framework for Liver Tumor Segmentation in CT Images by Yuchai Wan, Lili Zhang, Murong Wang

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The Complexity of Contemporary Citizenship: A Typology of Citizenship Orientations Among Norwegian Digital Natives by Elizabeth Solverson, Stefan Geiß, Melanie Magin

“…Using an innovative questionnaire and latent profile analysis of survey data from Norwegian digital natives (aged 18–40), we identify seven distinct citizenship types that reveal the multidimensional nature of contemporary citizenship. …”
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Development of products with extended shelf life by A. T. Vasyukova, I. U. Kusova, M. M. Dyshekova, A. V. Moshkin, E. V. Glukhova

“…The article presents some features of the flow of physicochemical reactions that make it possible to describe the dynamics of the interaction of nutrients in the formed binary compositions of carbohydrate-fat structures of plant systems in the technological process.Methods. …”
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Childbirth fear and its associated factors among pregnant women attending antenatal care at Gondar city public health institutions, northwest Ethiopia, 2022. by Wubedle Zelalem Temesgan, Mastewal Belayneh Aklil, Tazeb Alemu Anteneh, Selam Yibeltal Desalegn

“…Epi Data version 4.6 and SPSS 25 were used for data entry, cleaning and, analysis, respectively. …”
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Multi-Modal Feature Set-Based Detection of Freezing of Gait in Parkinson&#x2019;s Disease Patients Using SVM by Ghulam Murtaza, Mohammed Hammoud, Andrey Somov

“…First, the data were pre-processed and segmented into 3-second windows with 90% overlap. …”
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Level of satisfaction to clinical learning environment and its associated factors among nursing students of public universities in Central Ethiopia. by Birhanu Tesfaye, Adamu Birhanu, Jiregna Darega, Samuel Abate Walda, Meseret Robi Tura

“…The data were entered into Epi data version 3.1 and exported to SPSS version 25 for analysis. …”
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FBMC/OQAM Security Strategy Based on Diversity DNA Encryption by Rong Tang, Bo Liu, Jianxin Ren, Yaya Mao, Jianye Zhao, Shun Han, Yang Han, Shuaidong Chen

“…The encryption process of bit data is dynamically controlled by the chaotic sequences generated by the hybrid chaotic system composed of improved-Logistic and delayed tent sine system, which enhances the robustness against malicious attacks by illegal attackers. …”
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