Search Results - data processing methods

Exploring a method for extracting concerns of multiple breast cancer patients in the domain of patient narratives using BERT and its optimization by domain adaptation using masked... by Satoshi Watabe, Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori

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Bionic search for transportation problem solution on the basis of adaptation strategy by Yury Olegovich Chernyshev, Anna Yuryevna Poluyan, Pavel Alexandrovich Panasenko, Denis Yuryevich Paskevich

“…The bionic algorithms (BA) have proved their efficiency at the solution of the time-consuming tasks of optimization, approximation, and intellectual data processing. Benefits include the possibility to perform the genetic and evolutionary search, as well as the fact that BA consist in parallel generation of the quasioptimal alternative decision sets with possible "migration" of decisions between these sets. …”
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Do Spatial Trajectories of Social Media Users Imply the Credibility of the Users’ Tweets During Earthquake Crisis Management? by Ayse Giz Gulnerman

“…Traditional content filtering methods rely on natural language processing (NLP), which underperforms with mixed-language posts or less widely spoken languages. …”
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Smart Maritime Transportation-Oriented Ship-Speed Prediction Modeling Using Generative Adversarial Networks and Long Short-Term Memory by Xinqiang Chen, Peishi Wu, Yajie Zhang, Xiaomeng Wang, Jiangfeng Xian, Han Zhang

“…At present, the effectiveness of techniques used in in time-series forecasting methods in ship-speed prediction is poor, and there are accumulated errors in long-term forecasting, which is limited in its processing of ship-speed information combined with multi-feature data input. …”
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A protocol for three observational cohort studies evaluating adverse outcomes, excess costs and repeat procedures after surgery for breast cancer in the USA by Sam E Wing, Yuki Liu, Jonathan C Johnson, Kristin J Moore, Feibi Zheng

“…Patients will be included based on specific procedure and diagnosis codes, with additional data extracted from unstructured clinical notes using natural language processing. …”

Comparison of Radio Interferometers with Analog and Digital Extraction of Recorded Signal by N. E. Kol'tso, S. A. Grenkov, L. V. Fedotov

“…Radio telescopes of Very Long Baseline Interferometry (VLBI) networks usually record several signals with relatively narrow (up to 32 MHz) bands, which are extracted by means of base band converters (BBC) from an analog noise signal of an intermediate frequency (IF) with bands up to 1 GHz. When processing data, frequency band synthesis is used. At new small radio telescopes (for example, RT-13), directly wideband IF signals are digitized. …”
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Extraction of Pavement Texture–Friction Surface Density Index Using High-Precision Three-Dimensional Images by Niangzhi Mao, Shihai Ding, Xiaoping Chen, Changfa Ai, Huaping Yang, Jiayu Wang

“…Leveraging the high-resolution data characteristics and incorporating the concept of infinite subdivision, an innovative method for calculating the pavement texture surface area was developed, ultimately yielding the MTSAD. …”
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The Ecological Status of Livestock and Poultry in the Border Regions of Russia and South-East Finland by A. Yu. Bryukhanov, H. Huhta, E. V. Shalavina, E. A. Vorobyeva, N. S. Vasileva

“…The authors used standard methods for processing statistical, fi eld and personal data. …”
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Image quality assessment by Y. I. Golub

“…Quality assessment is an integral stage in the processing and analysis of digital images in various automated systems. …”
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An Explainable Machine Learning Approach for IoT-Supported Shaft Power Estimation and Performance Analysis for Marine Vessels by Yiannis Kiouvrekis, Katerina Gkirtzou, Sotiris Zikas, Dimitris Kalatzis, Theodor Panagiotakopoulos, Zoran Lajic, Dimitris Papathanasiou, Ioannis Filippopoulos

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Cross-Filter Structured Pruning for Efficient Sparse CNN Acceleration by Ngoc-Son Pham, Sangwon Shin, Lei Xu, Weidong Shi, Taeweon Suh

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Research on Urban Design Control Methods for Intermontane Basin “Bazi” City in Southwest China During Territorial Space Planning: A Case Study of Mile City, Yunnan Province by Hongyu Chen, Difei Zhao, Lanxi Zhang, Shanshan Zhang, Rongxuan You, Wei Zhang, Yi Yang

“…This study provides scientific support for establishing an indicator control system for urban design methods by combining multiple data collection methods such as text analysis, image analysis, and interview methods. …”
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Automated Precision Amplitudes and Phases Measurement of Polyharmonic Eddy Current Signals of Non-destructive Testing by В. Г. Баженов, Ю. О. Калениченко, С. C. Рацебарський, К. А. Гльойнік

“…The measurement of the amplitude and phase of harmonic components is based on the method of orthogonal processing of digital signals, to increase the accuracy of which the necessity of fulfilling the condition of multiplicity of the sampling sequence to the size of the digital signal period has been proved. …”
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Anatomy of the ileum-intestinal tract of the human fetus at 16–22 weeks of ontogenesis by Tatyana A. Vasileva, Elvira N. Galeeva, Victoriya A. Galiakbarova, Anastasiya A. Grigoreva

“…All the morphometric data obtained were subjected to variation-statistical processing in Windows XP-based Excel 2010 and Statistics 13.0 application software packages. …”
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Development of the Conceptual Approach to the Content of the Internal Financial Audit System in the Public Administration Sector by A. S. Pavlova

“…The methodological basis of the work is formed on the scientific cognition general methods (collecting data about the research object, comparing approaches to categorizing the research object, processing data through analysis, synthesis, generalization, grouping and classification). …”
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Ways to improve the reliability of interpreting the results of geophysical surveys performed for the local forecast and prospecting for solid minerals: a geodynamic approach by N. A. Kasyanova

“…To increase the reliability of interpreting the results of geophysical surveys performed for local forecasting and prospecting for solid minerals.Materials and methods. The research was carried out on the basis of a comprehensive analysis of literature data, fund materials and the results of many years of the author’s own research in the fields of modern geodynamics and prospecting and exploration geodynamics. …”
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Waybill functionality in transportation management system by V. M. Kurganov, A. N. Dorofeev, M. V. Griaznov

“…In this regard, it is important to study the possibilities of an electronic waybill in the digital management system of a motor transport enterprise to increase the efficiency of its activities.Materials and methods. The research uses methods of analysis and synthesis, digital modeling, methods of comparison and analysis of statistical data.Results. …”
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Current financial control automation in a holding by O. D. Gaisha, V. A. Dzhioev, V. L. Okorokov

“…Practical significance of the study lies in the described approach accessibility in terms of the cost of its implementation and maintenance, as well as the maximum speed of data collection and processing in holdings with a branched structural organization. …”
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Some Aspects of the Pathogenesis and Diagnosis of Osteochondrosis of the Cervical Spine (Literature Review) by C. V. Sklyarenko, V. A. Sorokovikov, Z. V. Koshkareva, A. P. Zhivotenko, B. B. Damdinov

“…Attention is paid to the allocation of marker indicators. All methods are significant, evidence-based, objective and modern and do not exclude the possibility of using data from other research methods.The analysis of the presented literature once again convinces clinicians of the ambiguity and heterogeneity of approaches to the issues of pathogenesis and diagnosis of the cervical spine, which requires further improvement of the proposed methods for clarifying and objectifying the pathological process. …”
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Educating Children for Creativity and Democracy Through a Music and Drama Community of Practice by Blaženka Bačlija Sušić, Vesna Brebrić

“…An ethnographic case study in early childhood education and care was used to explore children’s culture, experiences and actions through interactional and participatory observation methods. The data were analysed through a written proto­col of observation, transcriptions and video recordings. …”
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