Robust and Efficient Harmonics Denoising in Large Dataset Based on Random SVD and Soft Thresholding by Yu Yang, Jian Rao

“…To overcome the computational difficulties of SVD for the big dataset, dimension reduction of the matrix is necessary, but it results in a significant reduction on signal intensities. …”
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Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex by Tagir Salakhov, Jaejoon Choi, Minjun Kim

“…Big data plays a crucial role in energy management services by providing valuable insights to customers. …”
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Accessibility Assessment of Prehospital Emergency Medical Services considering Supply-Demand Differences by Zhaoqing Shen, Ge Gao, Zhen Wang

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URBAN UPGRADE IN BISKRA’S SHANTYTOWNS SAMPLE: THE NEIGHBORHOODS OF SIDI GHAZEL AND SIDI ROUAG (ALGERIA) by Djouheina Kouidre BOUHKELIFI, Fateh MEZERDI

“…The reasons : a population growth and an increasing urbanization in big and intermediate cities, in addition to the industrial establishment resulting from the development choices. …”
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Review on mushroom mycelium-based products and their production process: from upstream to downstream by Hyun-Jae Shin, Hyeon-Su Ro, Moriyuki Kawauchi, Yoichi Honda

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Hypergraph Regularized Discriminative Nonnegative Matrix Factorization on Sample Classification and Co-Differentially Expressed Gene Selection by Yong-Jing Hao, Ying-Lian Gao, Mi-Xiao Hou, Ling-Yun Dai, Jin-Xing Liu

“…Nonnegative Matrix Factorization (NMF) is a significant big data analysis technique. However, standard NMF regularized by simple graph does not have discriminative function, and traditional graph models cannot accurately reflect the problem of multigeometry information between data. …”
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Hierarchical Factor Analysis Methodology for Intelligent Manufacturing by Hyun Sik Sim

“…Because the micromanufacturing process involves manufacturing products through multiple steps, it is difficult to determine the process or equipment that has encountered failure, which can lead to difficulty in securing high yields. This study presents a structural model for building a factory integration system to analyze big data at manufacturing sites and a hierarchical factor analysis methodology to increase product yield and quality in an intelligent manufacturing environment. …”
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Spatial-temporal analysis of the international trade network by Donghai Liu, Ziwen Yang, Kun Qin, Kai Li

“…Given the existing limitations, the development of more granular and reliable datasets utilizing big data technologies, as well as the construction of richer spatial-temporal scenarios, are considered as future research agendas.…”
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Problem ochrony gatunku popielicy (Glis glis L.) w Polsce by Magdalena Klaudia Terlecka

“…Also conducting accurate examinations and the monitoring of the population of the edible dormouse should be a big challenge. It is also necessary raising qualifications of the employees of National Forests responsible for the protection of kinds and conducting the environmental education of the society which will be aimed at demonstrating, easily it is possible to protect the edible dormouse and how it is important for her more further existing in Polish forests. …”
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Kripto Varlıkların Denetimi: Blok Zincir Teknolojisinin Bağımsız Denetim Sürecine Etkisi by Özgecan Özer, İklim Elif Umut

“…Blok Zincir sayesinde veri işleme sürecinin daha hızlı ve doğru bir biçimde gerçekleşecek olması, “big data” üretimi ve veri depolama yöntemlerinin gelişmesi ile sonuçlanmaktadır. …”
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An Overview of the BALSAC Population Database. Past Developments, Current State and Future Prospects by Hélène Vézina, Jean-Sébastien Bournival

“…Future perspectives rest on the diversification of the sources of population data entered or connected to the database and, as a corollary, by continuous optimization of data processing and linkage procedures. In the era of 'big data', BALSAC is gradually moving from a historical population database to a multifaceted infrastructure for interdisciplinary research on the Quebec population.…”
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Quantifying crowding perception at large events using beacons and surveys by Sakurako Tanida, Hyerin Kim, Claudio Feliciani, Xiaolu Jia, Akira Takahashi, Tetsuya Aikoh, Katsuhiro Nishinari

“…This study focuses on Tokyo Big Sight in Japan exhibitions to examine participants’ perceptions of peak crowding times, locations, and local density, and compare them with the actual measurements. …”
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Research Progress of Silicon based Micro Ring Resonators by HOU Linjun, FENG Song, OUYANG Jie, HU Xiangjian, LI Haojie, GUO Shaokai, LIU Yong, WANG Di, CHEN Menglin, FENG Lulu, ZHOU Ran, WU Jianyang, ZENG Yuling, HE Xinyi

“…With the rapid growth of big data demand, electronic chips and their interconnection technologies cannot meet the requirements of high-speed data transmission and high energy efficiency in computing and storage systems. …”
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Performance Evaluation of NewSQL Databases in a Distributed Architecture by Zhiyao Zhang, Alan Megargel, Lingxiao Jiang

“…In the context of a geographically distributed architecture, our experiment results show that MySQL NDB Cluster is more suited for critical business transactions requiring ACID properties while TIBCO ActiveSpaces is better suited for use cases that require big data ingestion, such as IoT platforms.…”
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Some aspects of privatization effects on the labor market in the Republic of Serb by Zimonjić Stefan

“…Privatization result is positively perceived in transition countries but in Serbia dominant perception is that it has been badly realized and has had a big and negative impact on labor and layoffs. The conclusion is that privatization has led to a worse set of selected models, as well as problems in the implementation and problems of annulment of one of their important parts.…”
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Challenges and Opportunities in Magnetospheric Space Weather Prediction by S. K. Morley

“…As numerical space weather prediction now becomes routine, and exascale computing is in the near future, we identify challenges relating to computational expense and big data, capturing and accounting for uncertainties, and specification of boundary conditions. …”
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The Comparison of Using Andesite Waste Powder and Fly Ash in Concrete by Hakan Ceylan, Metin Davraz

“…The production, cutting and polishing of the andesite stone by mining methods causes a large amount of waste. Some of them are big particular waste that is taken off pit and factories. …”
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Triple Hierarchical Variational Inequalities with Constraints of Mixed Equilibria, Variational Inequalities, Convex Minimization, and Hierarchical Fixed Point Problems by Lu-Chuan Ceng, Cheng-Wen Liao, Chin-Tzong Pang, Ching-Feng Wen

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Limits, limitations, and outer boundaries of antitrust: censorship, free speech, and dominance by Jan Polański

“… Big Tech undertakings have much power over what information becomes available online. …”
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Research on Spatial and Dynamic Planning Methods for Settlement Buildings Based on Data Mining by Lin Chen, Xiaolong Chen, Hongxin Wang, Lin Zhu, Lingyun Lang

“…Therefore, from the perspective of big data mining (BDM), this paper explores its application in architectural space and settlement protection of traditional settlements in Hainan and provides new ideas for the protection and renewal of traditional settlements in Hainan. …”
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