Eight years of sub-micrometre organic aerosol composition data from the boreal forest characterized using a machine-learning approach Liine Heikkinen, Mikko Äijälä, Kaspar R. Daellenbach, Gang Chen, Olga Garmash, Diego Aliaga, Frans Graeffe, Meri Räty, Krista Luoma, Pasi Aalto, Markku Kulmala, Tuukka Petäjä, Douglas Worsnop, and Mikael Ehn
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Data-driven approaches have been widely applied to intelligent engineering systems. Their performance has been improved significantly by deep neural networks, which take advantage of large quantities of labeled data. However, the discriminative model that is trained using one dataset typically performs poorly when another different but related dataset is applied. In other words, it is
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Building advertising platforms (overview) This article is an overview of a multi-part series about building advertising platforms on Google Cloud. Because these platforms consist of many different services and serve many different users, this series addresses both shared and specific infrastructure options.
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Keywords: decision making, planning, intention, posterior parietal cortex, brain-machine interface, efference copy, learning, sensorimotor transformation WHAT IS A COGNITIVE NEURAL PROSTHETIC? The number of patients suffering from some form of paralysis in the United States alone has been estimated to be from 1.7 million ( U.S. Dept. Health
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A small-size mockup of the ITER cryostat sits in front of an upper cylinder segment ready for dispatch. Once assembled in the ITER Tokamak Pit, the 30-metre-wide cryostat will represent 3,850 tonnes (approximately 16% of machine weight). Download
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For one subject, no distinguishable classes were identified from the calibration data. The other 13 subjects performed feedback: 1 near chance level, 3 with 70–80%, 6 with 80–90%, and 3 with 90–100% hits. The results of all feedback runs using the Berlin brain–computer interface (BBCI) are shown in Figure 1. FIGURE 1.
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SOLR-8542: Adds Solr Learning to Rank (LTR) plugin for reranking results with machine learning models. (Michael Nilsson, Diego Ceccarelli, Joshua Pantony, Jon Dorando, Naveen Santhapuri, Alessandro Benedetti, David Grohmann, Christine Poerschke) SOLR-9055: Make collection backup/restore extensible. (Hrishikesh Gadre, Varun Thacker, Mark Miller)
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make this happen, the handbook, and tools like it, should be widely translated and made available to UN country offices, and national and local governments to learn from, in order to make disaster recovery efforts more effective and sustainable. Sálvano Briceño Director, United Nations Secretariat of the International Strategy for
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Peeking Behind the Curtains of Serverless Platforms Liang Wang 1, Mengyuan Li 2, Yinqian Zhang 2, Thomas Ristenpart3, Michael Swift1 1UW-Madison, 2Ohio State University, 3Cornell Tech Abstract Serverless computing is an emerging paradigm in which an application’s resource provisioning and scaling are
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Eight years of sub-micrometre organic aerosol composition data from the boreal forest characterized using a machine-learning approach Liine Heikkinen, Mikko Äijälä, Kaspar R. Daellenbach, Gang Chen, Olga Garmash, Diego Aliaga, Frans Graeffe, Meri Räty, Krista Luoma, Pasi Aalto, Markku Kulmala, Tuukka Petäjä, Douglas Worsnop, and Mikael Ehn
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This resulted in up to 3x throughput when small filter creation was the bottleneck, as well as orders of magnitude less garbage. (Jeff Wartes, yonik) SOLR-8937 : bin/post (SimplePostTool) now streams the standard input instead of buffering fully.
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The 1.8-MDa tri-snRNP is the largest preformed building block of the human spliceosome. It contains three snRNA molecules (U4, U6, and U5), two heteroheptameric rings of Sm proteins bound to the U4 and U5 snRNAs’ 3′-terminal Sm sites, the LSm ring bound to the 3′ end of U6 snRNA, plus 16 additional proteins (fig. S1).In the tri-snRNP and B complex, U4 and U6 snRNA are extensively base
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Top 10 Take-Home Messages. Disease stages in patients with valvular heart disease should be classified (Stages A, B, C, and D) on the basis of symptoms, valve anatomy, the severity of valve dysfunction, and the response of the ventricle and pulmonary circulation.
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The present invention is directed to depositing multicomponent films with a cyclical sequential deposition (CSD) process. The CSD process deposits a film of a material on a surface by repeating a cycle of process steps comprising sequentially exposing the surface to at least two reactants. The reactants contain precursors that supply the elements that form the multicomponent material.
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