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Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

IEEE transactions on industrial informatics, 2015-06, Vol.11 (3), p.812-820

2015

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Exploring the Role of Different Neonatal Nutrition Regimens during the First Week of Life by Urinary GC-MS Metabolomics

International journal of molecular sciences, 2016-02, Vol.17 (2), p.265-265

2016

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Supervised Aggregative Feature Extraction for Big Data Time Series Regression

IEEE transactions on industrial informatics, 2016-06, Vol.12 (3), p.1243-1252

2016

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Numerical investigation on the use of Dimethyl Ether (DME) as an alternative fuel for compression-ignition engines

Fuel (Guildford), 2023-12, Vol.354, p.129434, Article 129434

2023

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Insights into the combustion characteristics, emission formation sources, and optimization strategy of an ammonia-diesel dual-fuel engine under high ammonia ratio conditions

Applied energy, 2024-11, Vol.373, p.123894, Article 123894

2024

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A hidden-Gamma model-based filtering and prediction approach for monotonic health factors in manufacturing

Control engineering practice, 2018-05, Vol.74, p.84-94

2018

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Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach

Computers & operations research, 2015-01, Vol.53, p.328-337

2015

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Modeling hydrogen–diesel dual direct injection combustion with FGM and transported PDF

Proceedings of the Combustion Institute, 2024, Vol.40 (1-4), p.105213, Article 105213

2024

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A numerical study of ammonia combustion in spark-ignition and reactive-fuel pilot-ignition engines

Journal of Ammonia Energy, 2024-07, Vol.2 (1)

2024

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The biomarkers of fetal growth in intrauterine growth retardation and large for gestational age cases: from adipocytokines to a metabolomic all-in-one tool

Expert review of proteomics, 2015-06, Vol.12 (3), p.309-316

2015

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A predictive maintenance system based on regularization methods for ion-implantation

2012 SEMI Advanced Semiconductor Manufacturing Conference, 2012, p.175-180

2012

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A sampling decision system for semiconductor manufacturing - relying on virtual metrology and actual measurements

Proceedings of the Winter Simulation Conference 2014, 2014, p.2649-2660

2014

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Optimal tuning of epitaxy pyrometers

2012 SEMI Advanced Semiconductor Manufacturing Conference, 2012, p.294-299

2012

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Prediction of integral type failures in semiconductor manufacturing through classification methods

2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA), 2013, p.1-4

2013

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MSC-clustering and forward stepwise regression for virtual metrology in highly correlated input spaces

2012 SEMI Advanced Semiconductor Manufacturing Conference, 2012, p.45-50

2012

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A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning

2018 First International Conference on Artificial Intelligence for Industries (AI4I), 2018, p.9-14

2018

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Multilevel Lasso applied to Virtual Metrology in semiconductor manufacturing

2011 IEEE International Conference on Automation Science and Engineering, 2011, p.244-249

2011

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Particle filtering of hidden Gamma processes for robust Predictive Maintenance in semiconductor manufacturing

2010 IEEE International Conference on Automation Science and Engineering, 2010, p.51-56

2010

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Multilevel statistical process control of asynchronous multi-stream processes in semiconductor manufacturing

2010 IEEE International Conference on Automation Science and Engineering, 2010, p.57-62

2010

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Learning from time series: Supervised Aggregative Feature Extraction

2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 2012, p.5254-5259

2012

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Multilevel Kernel Methods for Virtual Metrology in Semiconductor Manufacturing

IFAC Proceedings Volumes, 2011-01, Vol.44 (1), p.11614-11621

2011

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A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation

2013 IEEE International Conference on Automation Science and Engineering (CASE), 2013, p.195-200

2013

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An information-theory and Virtual Metrology-based approach to Run-to-Run semiconductor manufacturing control

2012 IEEE International Conference on Automation Science and Engineering (CASE), 2012, p.358-363

2012

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Multistep virtual metrology approaches for semiconductor manufacturing processes

2012 IEEE International Conference on Automation Science and Engineering (CASE), 2012, p.91-96

2012

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Proportional hazard model with ℓ1 Penalization applied to Predictive Maintenance in semiconductor manufacturing

2011 IEEE International Conference on Automation Science and Engineering, 2011, p.250-255

2011

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Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

Exploring the Role of Different Neonatal Nutrition Regimens during the First Week of Life by Urinary GC-MS Metabolomics

Supervised Aggregative Feature Extraction for Big Data Time Series Regression

Numerical investigation on the use of Dimethyl Ether (DME) as an alternative fuel for compression-ignition engines

Insights into the combustion characteristics, emission formation sources, and optimization strategy of an ammonia-diesel dual-fuel engine under high ammonia ratio conditions

A hidden-Gamma model-based filtering and prediction approach for monotonic health factors in manufacturing

Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach

Modeling hydrogen–diesel dual direct injection combustion with FGM and transported PDF

A numerical study of ammonia combustion in spark-ignition and reactive-fuel pilot-ignition engines

The biomarkers of fetal growth in intrauterine growth retardation and large for gestational age cases: from adipocytokines to a metabolomic all-in-one tool

A predictive maintenance system based on regularization methods for ion-implantation

A sampling decision system for semiconductor manufacturing - relying on virtual metrology and actual measurements

Optimal tuning of epitaxy pyrometers

Prediction of integral type failures in semiconductor manufacturing through classification methods

MSC-clustering and forward stepwise regression for virtual metrology in highly correlated input spaces

A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning

Multilevel Lasso applied to Virtual Metrology in semiconductor manufacturing

Particle filtering of hidden Gamma processes for robust Predictive Maintenance in semiconductor manufacturing

Multilevel statistical process control of asynchronous multi-stream processes in semiconductor manufacturing

Learning from time series: Supervised Aggregative Feature Extraction

Multilevel Kernel Methods for Virtual Metrology in Semiconductor Manufacturing

A predictive maintenance system for integral type faults based on support vector machines: An application to ion implantation

An information-theory and Virtual Metrology-based approach to Run-to-Run semiconductor manufacturing control

Multistep virtual metrology approaches for semiconductor manufacturing processes

Proportional hazard model with ℓ1 Penalization applied to Predictive Maintenance in semiconductor manufacturing

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