Unified System for Processing Non-Personalized Data by A. V. Brezhnev, E. Z. Gukov

“…As a result, we can conclude that with the proper level of user data protection and clear rules for working with data, this system has good prospects for achieving the economic goals of both private companies and the state.…”
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Infrared spectrum analysis of organic molecules with neural networks using standard reference data sets in combination with real-world data by Dev Punjabi, Yu-Chieh Huang, Laura Holzhauer, Pierre Tremouilhac, Pascal Friederich, Nicole Jung, Stefan Bräse

“…Furthermore, by incorporating additional data from the open-access research data repository Chemotion, we show that our model improves the classification performance for nitriles and amides. …”
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Data-Driven Green Transformation: How Public Data Openness Fuels Urban Land Use Eco-Efficiency in Chinese Cities by Yongqiang Li, Bowen Li, Jiani Chen, Yue Zhang, Yian Hu, Chengming Li

“…The improvement of ULUEE has emerged as a critical measure in addressing climate change and achieving dual-carbon objectives. This paper examines the potential of public data in enhancing ULUEE, focusing on public data openness (PDO), using a sample of 294 prefecture-level cities spanning from 2014 to 2022. …”
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The Role of Integrated Multi-Energy Systems Toward Carbon-Neutral Ports: A Data-Driven Approach Using Empirical Data by Shaohua Yu, Zhaoliang Huang, Daogui Tang, Weiming Ma, Josep M. Guerrero

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Algorithm of blockchain data provenance based on ABE by Youliang TIAN, Kedi YANG, Zuan WANG, Tao FENG

“…To solve the problem that the blockchain-based traceability algorithm mainly used homomorphic encryption and zero-knowledge proof for privacy protection,making it difficult to achieve dynamic sharing of traceability information,a blockchain data traceability algorithm based on attribute encryption was proposed.In order to realize the dynamic protection of transaction privacy,the strategy update algorithm applicable to block chain was designed based on the CP-ABE scheme proposed by Waters to achieve dynamic protection of transaction privacy.In order to realize the dynamic update of the visibility about block content,based on the strategy update algorithm,the block structure was designed to achieve the dynamic update about the content visibility of the block.The security and experimental simulation analysis show that the proposed algorithm can realize the dynamic sharing of traceability information while completing the protection transaction privacy.…”
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Research and Practice of Big Data Platform of Games by Yang Su, Xiaojun Liu, Yong Tang, Yang Huang

“…Two types of data to achieve the orderly were unified handed over to traditional relational database model to build relationships and showed that could be achieved through efficient handling of business analysis data, but also to meet the scale of disorderly log data processing requirements. …”
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Research and Practice of Big Data Platform of Games by Yang Su, Xiaojun Liu, Yong Tang, Yang Huang

“…Two types of data to achieve the orderly were unified handed over to traditional relational database model to build relationships and showed that could be achieved through efficient handling of business analysis data, but also to meet the scale of disorderly log data processing requirements. …”
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Taxing data when the United States disagrees by Tarcísio Diniz Magalhães, Allison Christians

“…We show that an ambulatory interpretation approach could achieve the underlying goals of taxing data-driven businesses, in some cases even without any domestic law or treaty reform, with treaty-based rules for dispute resolution a ready tool to draw upon if and when the United States disagrees.…”
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Incorporating Open Data Philosophies into the Academic Sector by Pål Gunnar Ellingsen

“…Currently, the FAIR and open data principles are only applied to scientific work. …”
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Predicting Urban Traffic Congestion with VANET Data by Wilson Chango, Pamela Buñay, Juan Erazo, Pedro Aguilar, Jaime Sayago, Angel Flores, Geovanny Silva

“…This research focuses on evaluating the effectiveness of different neural network architectures, specifically Transformer and LSTM, in order to achieve accurate and reliable predictions of vehicular congestion. …”
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Application of random forest in big data completion by Zheng WANG, Hua REN, Yanping FANG

“…For existing data mining, it is necessary to carry out the data to meet the quality of the data and to achieve sufficient sampling proportion. …”
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INTERNET MARKETING BASED ON A DATA ECOSYSTEM by S. Kolyandov, R. Radev

“…The problem facing modern marketers of management and effective use of the analyzed data is considered, and for this purpose one must start with narrowly defined goals and use only the data relevant to their achievement.…”
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Structural Data Recognition With Graph Model Boosting by Tomo Miyazaki, Shinichiro Omachi

“…This paper presents a novel method for structural data recognition using a large number of graph models. …”
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Whether it is worth Being Fond of Big Data? by E. L. Shuremov

“…Despite important achievements at the solution of some private tasks and big financing, the industry in general faces serious problems of development. …”
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Design of rules for data intellectual property protection by FAN Li

“…Based on the development of the intellectual property system and case studies, propose understanding, guiding principles for registration, ideas for registration review, and specific examination standards for the elements of “obtaining data by laws and regulations, processing according to certain rules, and having practical value, intellectual achievement attribute, data set”, as well as substantive elements that data intellectual property should possess. …”
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Verticalization of data sharing and the difficult path to eunnovation by Selçukhan Ünekbaş

“…The conclusions cast doubt on whether the vertical data sharing rules of the Acts can achieve their intended objectives, that is, ensuring the contestability of digital markets by promoting organic innovation by smaller scale firms. …”
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Using Big Data Technology to Protect the Environment by Dovgal Vitaly, Kuizheva S.

“…This article describes several extremely promising applications of large data sets and their analytics, which can help achieve the goals of environmental protection and sustainable development, provide environmental benefits, help research on the environment, its conservation and protection. …”
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DATA MINING APPROACH FOR PREDICTING STUDENT PERFORMANCE by Edin Osmanbegović, Mirza Suljić

“… Although data mining has been successfully implemented in the business world for some time now, its use in higher education is still relatively new, i.e. its use is intended for identification and extraction of new and potentially valuable knowledge from the data. …”
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Data annotation quality in smart farming industry by Catarina Silva, Dinis Costa, Joana Costa, Bernardete Ribeiro

“…This paper presents a comprehensive framework to address data annotation quality challenges. Beginning with raw, non-curated data, we integrate three strategic methodologies: active learning, enhanced annotations, and transfer learning to elevate the data quality resulting in a curated data model that achieves superior data quality refining decision-support. …”
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Diagnosis of depression based on facial multimodal data by Nani Jin, Renjia Ye, Peng Li

“…Traditional scale-based depression diagnosis methods often have problems of strong subjectivity and high misdiagnosis rate, so it is particularly important to develop automatic diagnostic tools based on objective indicators.MethodsThis study proposes a deep learning method that fuses multimodal data to automatically diagnose depression using facial video and audio data. …”
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