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Titlebook: Computational Science – ICCS 2021; 21st International C Maciej Paszynski,Dieter Kranzlmüller,Peter M.A. Sl Conference proceedings 2021 Spri

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发表于 2025-3-21 19:26:19 | 显示全部楼层 |阅读模式
书目名称Computational Science – ICCS 2021
副标题21st International C
编辑Maciej Paszynski,Dieter Kranzlmüller,Peter M.A. Sl
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Computational Science – ICCS 2021; 21st International C Maciej Paszynski,Dieter Kranzlmüller,Peter M.A. Sl Conference proceedings 2021 Spri
描述The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*.The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions. 48 full and 14 short papers were accepted to the main track from 156 submissions; 212 full and 43 short papers were accepted to the workshops/ thematic tracks from 479 submissions. The papers were organized in topical sections named:.Part I: ICCS Main Track..Part II: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Artificial Intelligence and High-Performance Computing for Advanced Simulations; Biomedical and Bioinformatics Challenges for Computer Science..Part III: Classifier Learning from Difficult Data; Computational Analysis of Complex Social Systems; Computational Collective Intelligence; Computational Health..Part IV: Computational Methods for Emerging Problems in (dis-)Information Analysis; Computational Methods
出版日期Conference proceedings 2021
关键词artificial intelligence; computer networks; correlation analysis; genetic algorithms; image processing; n
版次1
doihttps://doi.org/10.1007/978-3-030-77970-2
isbn_softcover978-3-030-77969-6
isbn_ebook978-3-030-77970-2Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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Fake or Real? The Novel Approach to Detecting Online Disinformation Based on Multi ML Classifiersnment, and sports. This paper presents how ML can be used for detecting fake news. The problem of online disinformation has recently become one of the most challenging issues of computer science. Methods: in this research, a fake news detection method based on multi classifiers (CNN, XGBoost, Random
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Transformer Based Models in Fake News Detectionl metrics were proposed as a measure of the model quality assessment. Neural network architectures, based on the state-of-the-art solutions of the Transformer type were applied to create the models. The computing capabilities of the Google Colaboratory remote platform, as well as the Flair library,
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Bluetooth Low Energy Livestock Positioning for Smart Farming Applicationsation incurs additional requirements and trade-offs that often do not fit into application constraints – use of specific radio technologies, increased communication, computational, and energy costs. This paper presents a localization method that was designed for Smart Farming and applies to a wide r
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A New Multi-objective Approach to Optimize Irrigation Using a Crop Simulation Model and Weather Histigation and water resources for crops is necessary to increase the efficiency of water usage. Many optimization approaches maximize crop yield or profit but do not consider the impact on the environment. We propose a machine learning approach based on the crop simulation model WOFOST to assess the c
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Optimum Design of Tuned Mass Dampers for Adjacent Structures via Flower Pollination Algorithmed as a protective system for adjacent structures that may pound to each other. With a suitable optimization methodology, it is possible to find an optimally tuned TMD that is effective in reducing the responses of structure with an additional protective feature that reduces the amount of required s
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