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2/3/2019& 0183;& 32;Time Series Classifi ionTSCis an important and challenging problem in data mining. With the increase of time series data availability hundreds of TSC algorithms have been proposed. Among these methods only a few have considered Deep Neural NetworksDNNsto perform this task. This is surprising as deep learning has seen very successful appli ions in the last years. DNNs have indeed
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OBJECTIVE. The purpose of this article is to construct classifier models using machine learning algorithms and to evaluate their diagnostic performances for differentiating malignant from benign thyroid nodules. MATERIALS AND METHODS. This study included 970
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Interestingly the Moss-trained classifier is similar to the Moss filter in its performance characteristics but the k-means-trained classifier improves performance over k-means segmentation directly on the CD3ζ data. Training this latter classifier using the high
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Burns depth evaluation is a lifesaving task and very challenging that requires objective techniques to accomplish. While the visual assessment is the most commonly used by surgeons its accuracy reliability ranges between 60 and 80% and subjective that lacks any standard guideline. Currently the only standard adjunct to clinical evaluation of burn depth is Laser Doppler ImagingLDIwhich
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Super Computing 2019 International Conference for High Performance Computing Networking Storage and Analysis Workshop on Machine Learning in HPC Environments. Durall Ricard et al. "Object Segmentation Using Pixel-Wise Adversarial Loss."
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1/6/2018& 0183;& 32;A high-performance and in-season classifi ion system of field-level crop types using time-series Landsat data and a machine learning approach Author links open overlay panel Yaping Cai a b Kaiyu Guan b c Jian Peng d Shaowen Wang a b Christopher Seifert e Brian Wardlow f Zhan Li g
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The Alinity h-series of systems integrates hematology workflow from high-throughput Complete Blood CountCBCanalysis to automated slide making and staining. With a bi-directional internal conveyor and a throughput of 125 CBCs per m 2it delivers high performance in one of …
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manroland presented the ROLAND 700 HiPrint HS a new sheetfed offset press at IPEX 2010. Its signature feature is a speed of 18000 sheets per hour for high-performance printing. Along with the ROLAND 700 HiPrint and ROLAND 700 DirectDrive series this
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1/1/2015& 0183;& 32;Peer-review under responsibility of organizing committee of the Graph Algorithms High Performance Implementations and Appli ionsICGHIA2014doi: 10.1016/j.procs.2015.03.182 ScienceDirect Performance Analysis of Classifier Models to Predict Diabetes
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