Search Results - "Puggini, Luca"
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Forward Selection Component Analysis: Algorithms and Applications
Published in IEEE transactions on pattern analysis and machine intelligence (01-12-2017)“…Principal Component Analysis (PCA) is a powerful and widely used tool for dimensionality reduction. However, the principal components generated are linear…”
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Journal Article -
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An enhanced variable selection and Isolation Forest based methodology for anomaly detection with OES data
Published in Engineering applications of artificial intelligence (01-01-2018)“…The development of efficient and interpretable anomaly detection systems is fundamental to keeping production costs low, and is an active area of research in…”
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Journal Article -
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Menopause Is Associated with Accelerated Lung Function Decline
Published in American journal of respiratory and critical care medicine (15-04-2017)“…Menopause is associated with changes in sex hormones, which affect immunity, inflammation, and osteoporosis and may impair lung function. Lung function decline…”
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Journal Article -
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Menopause as a predictor of new-onset asthma: A longitudinal Northern European population study
Published in Journal of allergy and clinical immunology (01-01-2016)“…Background There is limited and conflicting evidence on the effect of menopause on asthma. Objectives We sought to study whether the incidence of asthma and…”
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Journal Article -
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Computational Intelligence Techniques for OES Data Analysis
Published 01-01-2017“…Semiconductor manufacturers are forced by market demand to continually deliver lower cost and faster devices. This results in complex industrial processes…”
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Dissertation -
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Extreme learning machines for virtual metrology and etch rate prediction
Published in 2015 26th Irish Signals and Systems Conference (ISSC) (01-06-2015)“…Virtual metrology (VM) aims to predict metrology values using sensor data from production equipment and physical metrology values of preceding samples. VM is a…”
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Conference Proceeding -
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Nonlinear Forward Selection Component Analysis for optical emission spectroscopy wavelength selection
Published in 2016 27th Irish Signals and Systems Conference (ISSC) (01-06-2016)“…Semiconductor manufacturers are increasingly reliant on optical emission spectroscopy (OES) to source information on plasma characteristics and process change…”
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Conference Proceeding -
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Towards Multi-Sensor Spectral Alignment Through Post Measurement Calibration Correction
Published in 25th IET Irish Signals & Systems Conference 2014 and 2014 China-Ireland International Conference on Information and Communications Technologies (ISSC 2014/CIICT 2014) (2014)“…Semiconductor manufactures are increasing reliant on optical emission spectroscopy (OES) to source information on plasma characteristics and process change…”
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Conference Proceeding