Datafication and Cultural Heritage Collections Data Infrastructures: Critical Perspectives on Documentation, Cataloguing and Data-sharing in Cultural Heritage Institutions by Daniel Belteki, Arran J. Rees, Anna-Maria Sichani

“…From often-passive primary source or reference point for humanities research, cultural heritage collections are now becoming integral part of large-scale interdisciplinary inquiries using computational-driven methods and tools. …”
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Analysis of causal pathogens of mulberry bacterial blight in samples collected from eight provinces of China using culturomics and metagenomic sequencing methods by Xinpeng Huang, Ting Yuan, Yuxin Huang, Izhar Hyder Qazi, Jiping Liu

“…The MBB disease samples were collected and the composition of the MBB pathogenic microbiome was analyzed by combining culturomics and metagenomic sequencing methods. …”
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Domain Terminology Collection for Semantic Interpretation of Sensor Network Data by Myunggwon Hwang, Jinhyung Kim, Jangwon Gim, Sa-kwang Song, Hanmin Jung, Do-Heon Jeong

“…In this paper, we suggest a method of domain terminology collection based on Wikipedia category information in order to prepare seed data for such knowledge bases. …”
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Evaluation of municipal waste collection performance using operational data by G.M. Hoang, H.T.T. Ha, N.T.L. Le, N.D. Toan

“…This study aims to assess the efficiency of current municipal solid waste collection by analyzing operational data that can help enhance the collection.METHODS: The geographical information system and the geographical position system data of all active trucks were collected for 14 consecutive days using the digital map. …”
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Standardized Approach to Life History Data Collection in Poeciliid Fishes by Erik S. Johnson

“…Here, I present a standardized approach to studying life history traits in livebearing fishes. I describe methods for preserving samples in the field, for collecting data on a standard set of life history traits, and for processing data in ways that will allow comparisons among studies. …”
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BioVitrina web repository — access to data on bioresource collections by A. S. Bukreeva, K. A. Malsagova, A. A. Izotov, A. V. Lisitsa, A. L. Kaisheva

“…To develop the BioVitrina web repository for visualizing data on biological samples available in the organization (https://bb.ibmc.msk.ru).Material and methods. …”
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Collective Praxis, Collaborative Publishing: The Case of the Data-Sitters Club by Anouk Lang, Katherine Bowers, Lee Bessette, Maria Sachiko Cecire, Quinn Dombrowski, Roopika Risam

“…The Data-Sitters Club (https://datasittersclub.github.io/site/index.html) is a pedagogical resource consisting of “books” that explore themes and methods from digital humanities and computational text analysis in colloquial and accessible ways, using Ann M. …”
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Challenges in data collection for enhancing productivity in Brazilian industrial processes by Haroldo Lhou Hasegawa, Rafael Sene de Lima, Vidal Dias da Mota Junior, Ricardo Luiz Perez Teixeira

“…Twelve medium-sized enterprises in the metalworking sector were selected, and data were collected from thesis projects conducted between 2017 and 2019. …”
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Method for determining effectiveness of cleaning devices for PM2.5 and PM10 suspended particles in dusty industrial emissions by L. O. Shtripling, V. V. Bazhenov, Yu. V. Kalinin, N. S. Bazhenova, V. V. Merkulov

“…A method for determining the fractional efficiency of dust collecting devices for fine dust is proposed.…”
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Reconstructing the Magnetic Field in an Arbitrary Domain via Data-Driven Bayesian Methods and Numerical Simulations by Georgios E. Pavlou, Vasiliki Pavlidou, Vagelis Harmandaris

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Implementation of Decision Support System with Data Mining Methods in the Quality Control Process of the Automotive Sector by Hikmet Canlı, Sinan Toklu

“…In this study, adecision support system is applied in the quality control process with classification algorithms which are datamining methods. C4.5, Naive Bayes, SMO and Random Forest algorithms are run on data set collected fromproduction. …”
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Identification of peanut oil origins based on Raman spectroscopy combined with multivariate data analysis methods by Peng-fei ZHU, Qing-li YANG, Hai-yan ZHAO

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A survey of data-driven fault-diagnosis methods for large-scale industrial production processes by Qianxiang YU, Qing LI, Linlin LI, Yixuan WANG

“…This work presents a comprehensive survey of fault-diagnosis methods and emphasizes two cornerstone strategies: data-driven paradigms and distributed methods. …”
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The Research Data Management Workbook: Building a Collection of Data Management Exercises to Bridge Data Information Literacy and Data Management Implementation by Kristin Briney

“…This article describes the creation of a collection of data management exercises, collectively called The Research Data Management Workbook, which supplement one-shot instruction and help students implement specific data management tasks. …”
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Selective imitation for efficient online reinforcement learning with pre-collected data by Chanin Eom, Dongsu Lee, Minhae Kwon

“…While the off-policy method in online RL partially addresses this issue by employing a replay buffer, learning speed remains slow, particularly at the beginning of training, due to the low quality of data collected with the initial policy. …”
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Real-Time DTM Generation with Sequential Estimation and OptD Method by Wioleta Błaszczak-Bąk, Waldemar Kamiński, Michał Bednarczyk, Czesław Suchocki, Andrea Masiero

“…Data acquisition and simultaneous generation of real-time digital terrain models (DTMs) is a demanding task, due to the vast amounts of observations collected by modern technologies and measurement instruments in a short time. …”
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Development and validation of the Iranian Minimum Data Set for Epidermolysis Bullosa: A mixed method approach. by Somayeh Paydar, Shahrbanoo Pahlevanynejad, Farkhondeh Asadi, Hamideh Ehtesham, Azam Sabahi

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A machine learning method to monitor China's AIDS epidemics with data from Baidu trends. by Yongqing Nan, Yanyan Gao

“…This paper uses search engine data to monitor and forecast AIDS in China.<h4>Methods</h4>A machine learning method, artificial neural networks (ANNs), is used to forecast AIDS incidences and deaths. …”
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Research on the Root Cause Tracing Method of the Change in Access to Electricity Index Based on Data Mining by Hongshan Luo, Xu Zhou, Weiqi Zheng, Yuling He

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Optimal Identification for Dynamic PV Cell Parameter Based on a Data-Extension-Driven Method by Yun Long, Youfei Lu, Li Wang, Tao Bao, Chen Chen

“…To this end, this paper proposes an optimal identification method for PV dynamic parameters driven by data expansion. …”
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