Large-scale database analysis of anomalous thermal conductivity of quasicrystals and its application to thermal diodes by Takashi Kurono, Jinjia Zhang, Yasushi Kamimura, Keiichi Edagawa

“…In fact, several quasicrystals ranked nearly first among more than 10,000 samples of various materials (metallic alloys, semiconductors, ceramics, etc.) in terms of the magnitude of the positive temperature coefficient of thermal conductivity. …”
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Multivariate temperature-series analysis of stress-induced ferroelectricity in SrTiO3: a machine learning approach with K-shape clustering and hierarchical Bayesian estimation by Hirotaka Manaka, Kensei Toyoda, Yoko Miura

“…The combination of machine learning and statistics provides a more reliable and less arbitrary approach to analyzing temperature-series data. …”
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Feature extraction and spatial imaging of synchrotron radiation X-ray diffraction patterns using unsupervised machine learning by Kentaro Kutsukake, Takefumi Kamioka, Kota Matsui, Ichiro Takeuchi, Takashi Segi, Takuo Sasaki, Seiji Fujikawa, Masamitu Takahasi

“…Non-negative matrix factorization (NMF), an unsupervised machine learning method, was performed on 961 patterns obtained by spatial mapping of micro-beam X-ray diffraction measurements. …”
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Starrydata: from published plots to shared materials data by Yukari Katsura, Masaya Kumagai, Tomoya Mato, Yu Takada, Yuki Ando, Erina Fujita, Fumikazu Hosono, Eiji Koyama, Farhan Mudasar, Ton Nu Thanh Phuong, Naoto Saito, Yoshihiro Sakamoto, Atsumi Tanaka, Dewi Yana, Kaoru Kimura, Koji Tsuda, Masahiko Demura

“…It assists users worldwide in extracting and sharing curve data from plot images in published papers, along with relevant sample information such as chemical compositions and fabrication methods. …”
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CobDiffMRI: a cross-conditional diffusion model for removing artefacts in undersampled magnetic resonance imaging by Jingyu Wang, Sen Dong

“…Existing methods still have various limitations in image fidelity and dependence on full sampled acquisition. …”
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Monitoring a keystone species (Alosa pseudoharengus) with environmental effects: A comparison with direct capture and environmental DNA. by Matthew M Dougherty, Andrew MacDonald, Geneva York, David M Post

“…Another method, environmental DNA (eDNA), has emerged as a more cost and time efficient supplement to traditional monitoring methods. …”
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Comparison of exposure assessment models, expert judgment and Bayes analysis, in Prediction of the tile industry respiratory exposures by MJ Zare Sakhvidi, H Mihanpoor, H Falahzadeh, M Mostaghaci, GH Halvani, F Samouri

“…There was no difference between direct sampling and MEASE variability. Use of SSA as a prior in Bayesian analysis gives more conservative than MEASE method (category 4: 0.74 vs. 0.54) Discussion: SSA is a good choice as a prior distribution in Bayesian analysis. …”
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Fishy Business—Assessing the Efficacy of Active and Passive eDNA to Describe the Fish Assemblage of a River in Southwestern Western Australia to Support Effective Monitoring by Emma R. Stevens, Josephine Hyde, Leah S. Beesley, Daniel C. Gwinn, Suzanne Thompson, Lenore Morris, Paige R. Wilson, Deirdre B. Gleeson

“…We used the fitted model to compare capture probabilities among sampling methods and reveal the sampling effort required to describe the species assemblage. …”
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Seasonal variability of Concentration, Chemical Composition and Aerodynamic Distribution of Particulate Matter in Tehran by Balal Oroji

“…Also, in each period of sampling process, samples were prepared to study the physical and chemical properties by SEM method. …”
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Small-holder Goat Farmer Profile Demographic-based on Financial Aspect in Majene Regency, West Sulawesi Province by Muhammad Iqbal Rivai, Tanrigiling Rasyid

“…A simple random sampling method was used, and the data collection method used a survey technique. …”
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PENGARUH KUALITAS PRODUK DAN KUALITAS PELAYANAN DND PET TERHADAP KEPUASAN KONSUMEN by Edwin Soekotjo

“…The sample of this research is consumers who have purchased more than twice at Dnd Pet (Shopee) with the number of 246 people. …”
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Simultaneous inference of phylogenetic and transmission trees in infectious disease outbreaks. by Don Klinkenberg, Jantien A Backer, Xavier Didelot, Caroline Colijn, Jacco Wallinga

“…Whole-genome sequencing of pathogens from host samples becomes more and more routine during infectious disease outbreaks. …”
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Borrower switching behaviour on a P2P lending platform: a study of switching path analysis technique by Rasyidi Faiz Akbar, Badri Munir Sukoco, Fiona Niska Dinda Nadia

“…Snowball sampling was used to recruit more P2P lending borrowers in Indonesia. …”
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CO-BRANDING, INFLUENCER MARKETING, DAN E-WOM BERPENGARUH TERHADAP PURCHASE INTEREST by A.A Sagung Astina S., I Putu Gde Sukaatmadja

“…The population of this research includes potential consumers who live in Denpasar City with a sample size of 130 respondents. The sampling method used was non-probability sampling with purposive sampling technique. …”
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DRCO: Dense-Label Refinement and Cross Optimization for Semi-Supervised Object Detection by Yunlong Qin, Yanjun Li, Feifan Ji, Yan Liu, Yu Wang, Ji Xiang

“…In this work, we first experimentally point out the shortcomings of current dense pseudo-labeling methods: 1) Low-quality sampling: the fixed threshold strategies can result in numerous false negatives and false positives. 2) Inconsistency between classification scores and localization quality: classification scores cannot represent localization quality, resulting in poor quality of predicted bounding boxes for sampled positive samples. 3) Suboptimal training approach: current training methods only utilize its knowledge from the perspective of final dense pseudo-labels, failing to fully exploit the teacher model. …”
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Robust modeling and planning of radio-frequency identification network in logistics under uncertainties by Bowei Xu, Junjun Li, Yongsheng Yang, Octavian Postolache, Huafeng Wu

“…In robust particle swarm optimization, a sampling method, the sampling size of which varies with iterations, is put forward to improve the robustness of robust particle swarm optimization within limited sampling size. …”
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Pengaruh Nation Branding “Pesona Indonesia” Terhadap Preferensi Tujuan Wisata Masyarakat Kota Bandung by Steffi Priani Sugi, Astia Putri

“…The sampling method used is nonprobiliy sampling. in the study there are independent or independent variables (X) namely Nation Branding consisting of exports, governance, investment, culture, people, and tourism. …”
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Sliding window constrained fault-tolerant filtering of compressor vibration data by Shaolin Hu, Xianxi Chen, Guoxi Sun

“…This difference series is then subjected to an additional smoothing estimation process, and the resulting smoothed estimates are employed to compensate for the smoothed estimates of the original sampled series. The experimental results indicate that, compared with sliding mean filtering, sliding median filtering and Savitzky–Golay filtering, the method proposed in this paper can more effectively filter out random errors and reduce the impact of outliers when dealing with sampling data contaminated by noise and outliers. …”
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Sociological Explanation of the Relationship between the Perception of Corruption and the Level of Institutional and Social Trust in Society (Case Study: Citizens of Ahvaz) by Eskandar Arami, Alihossein Hosseinzadeh, manoochehr kord zangeneh

“…In the qualitative part of the purposeful sampling method, 10 people in the interview section and 15 people in the Delphi section. …”
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阶次跟踪在齿轮箱噪声源识别上的应用 by 崔砚宏, 叶文龙, 黄林

“…The principle and re-sampling method of order tracking analysis are discussed.Then two analysis methods,steady state method and transient method are used to identify the main noise sources of the gearbox.By comparing the results,it shows that order tracking method in noise source identification of rotating machine is convenient and efficient,and has more advantage than the traditional spectrum analysis.…”
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