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1

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

Susto, Gian Antonio, Schirru, Andrea, Pampuri, Simone, McLoone, Sean, Beghi, Alessandro

Journal:

IEEE Transactions on Industrial Informatics

Year:

2015

Language:

english

File:

PDF, 2.26 MB

english, 2015

2

Big Data Application in Power Systems || Time-Series Classification Methods: Review and Applications to Power Systems Data

Susto, Gian Antonio

Year:

2018

Language:

english

File:

PDF, 704 KB

english, 2018

3

Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms

Fabris, Alessandro, Purpura, Alberto, Silvello, Gianmaria, Susto, Gian Antonio

Journal:

Information Processing & Management

Year:

2020

File:

PDF, 1.54 MB

2020

4

Control of PDE–ODE cascades with Neumann interconnections

Gian Antonio Susto, Miroslav Krstic

Journal:

Journal of the Franklin Institute

Year:

2010

Language:

english

File:

PDF, 426 KB

english, 2010

5

[IEEE 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA) - Berlin, Germany (2016.9.6-2016.9.9)] 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA) - Dealing with time-series data in Predictive Maintenance problems

Susto, Gian Antonio, Beghi, Alessandro

Year:

2016

Language:

english

File:

PDF, 482 KB

english, 2016

6

[IEEE 2018 17th European Control Conference (ECC) - Limassol (2018.6.12-2018.6.15)] 2018 European Control Conference (ECC) - Machine Learning-based Laundry Weight Estimation for Vertical Axis Washing Machines

Susto, Gian Antonio, Maggipinto, Marco, Zannon, Giulia, Altinier, Fabio, Pesavento, Elena, Beghi, Alessandro

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

7

Hunger classification of Lates calcarifer by means of an automated feeder and image processing

Razman, Mohd Azraai Mohd, Susto, Gian Antonio, Cenedese, Angelo, Abdul Majeed, Anwar P.P., Musa, Rabiu Muazu, Abdul Ghani, Ahmad Shahrizan, Adnan, Faeiz Azizi, Ismail, Khairul Muttaqin, Taha, Zahari,

Journal:

Computers and Electronics in Agriculture

Year:

2019

Language:

english

File:

PDF, 1.58 MB

english, 2019

8

A deep learning approach for anomaly detection with industrial time series data: a refrigerators manufacturing case study

Carletti, Mattia, Masiero, Chiara, Beghi, Alessandro, Susto, Gian Antonio

Journal:

Procedia Manufacturing

Year:

2019

Language:

english

File:

PDF, 760 KB

english, 2019

9

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Learning from time series: Supervised Aggregative Feature Extraction

Schirru, Andrea, Susto, Gian Antonio, Pampuri, Simone, McLoone, Sean

Year:

2012

Language:

english

File:

PDF, 304 KB

english, 2012

10

[IEEE 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA) - Cagliari, Italy (2013.09.10-2013.09.13)] 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA) - Prediction of integral type failures in semiconductor manufacturing through classification methods

Susto, Gian Antonio, McLoone, Sean, Pagano, Daniele, Schirru, Andrea, Pampuri, Simone, Beghi, Alessandro

Year:

2013

Language:

english

File:

PDF, 372 KB

english, 2013

11

Supervised Aggregative Feature Extraction for Big Data Time Series Regression

Susto, Gian, Schirru, Andrea, Pampuri, Simone, McLoone, Sean

Journal:

IEEE Transactions on Industrial Informatics

Year:

2015

Language:

english

File:

PDF, 5.08 MB

english, 2015

12

[IEEE 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Saratoga Springs, NY, USA (2017.5.15-2017.5.18)] 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Anomaly detection through on-line isolation Forest: An application to plasma etching

Susto, Gian Antonio, Beghi, Alessandro, McLoone, Sean

Year:

2017

Language:

english

File:

PDF, 342 KB

english, 2017

13

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

Susto, Gian Antonio, Schirru, Andrea, Pampuri, Simone, Beghi, Alessandro, De Nicolao, Giuseppe

Journal:

Control Engineering Practice

Year:

2018

Language:

english

File:

PDF, 1.47 MB

english, 2018

14

[IEEE 2018 IEEE Conference on Control Technology and Applications (CCTA) - Copenhagen (2018.8.21-2018.8.24)] 2018 IEEE Conference on Control Technology and Applications (CCTA) - A Soft Sensing Approach for Clothes Load Estimation in Consumer Washing Machines

Susto, Gian Antonio, Zambonin, Giuliano, Altinier, Fabio, Pesavento, Elena, Beghi, Alessandro

Year:

2018

Language:

english

File:

PDF, 639 KB

english, 2018

15

[IEEE 2018 IEEE 14th International Conference on Automation Science and Engineering (CASE) - Munich, Germany (2018.8.20-2018.8.24)] 2018 IEEE 14th International Conference on Automation Science and Engineering (CASE) - Soft Sensors for Estimating Laundry Weight in Household Heat Pump Tumble Dryers

Zambonin, Giuliano, Altinier, Fabio, Corso, Lorenzo, Sessolo, Mattia, Beghi, Alessandro, Susto, Gian Antonio

Year:

2018

Language:

english

File:

PDF, 605 KB

english, 2018

16

Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas

Meneghetti, Lorenzo, Terzi, Matteo, Del Favero, Simone, Susto, Gian Antonio, Cobelli, Claudio

Journal:

IEEE Transactions on Control Systems Technology

Year:

2018

Language:

english

File:

PDF, 4.66 MB

english, 2018

17

[ACM Press Companion The 2019 World Wide Web Conference - San Francisco, USA (2019.05.13-2019.05.17)] Companion Proceedings of The 2019 World Wide Web Conference on - WWW '19 - Supervised Lexicon Extraction for Emotion Classification

Purpura, Alberto, Masiero, Chiara, Silvello, Gianmaria, Antonio Susto, Gian

Year:

2019

Language:

english

File:

PDF, 868 KB

english, 2019

18

A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology

Maggipinto, Marco, Masiero, Chiara, Beghi, Alessandro, Susto, Gian Antonio

Journal:

Procedia Manufacturing

Year:

2018

Language:

english

File:

PDF, 823 KB

english, 2018

19

A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing

Susto, Gian Antonio, Maggipinto, Marco, Zocco, Federico, McLoone, Sean

Journal:

Procedia Manufacturing

Year:

2018

Language:

english

File:

PDF, 549 KB

english, 2018

20

[IEEE 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) - Bari, Italy (2019.10.6-2019.10.9)] 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) - Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis

Carletti, Mattia, Masiero, Chiara, Beghi, Alessandro, Susto, Gian Antonio

Year:

2019

Language:

english

File:

PDF, 341 KB

english, 2019

21

Self-Diagnosis of Multiphase Flow Meters through Machine Learning-Based Anomaly Detection

Barbariol, Tommaso, Feltresi, Enrico, Susto, Gian Antonio

Journal:

Year:

2020

File:

PDF, 3.76 MB

2020

22

[Society of Petroleum Engineers SPE Annual Technical Conference and Exhibition - Virtual (2020-10-21)] SPE Annual Technical Conference and Exhibition - Sensor Fusion and Machine Learning Techniques to Improve Water Cut Measurements Accuracy In Multiphase Application

Barbariol, Tommaso, Feltresi, Enrico, Susto, Gian Antonio, Tescaro, Diego, Galvanin, Silvia

File:

PDF, 689 KB

23

[IEEE 2012 23rd Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Saratoga Springs, NY (2012.05.15-2012.05.17)] 2012 SEMI Advanced Semiconductor Manufacturing Conference - A predictive maintenance system based on regularization methods for ion-implantation

Susto, G. A., Schirru, A., Pampuri, S., Beghi, A.

Year:

2012

Language:

english

File:

PDF, 959 KB

english, 2012

24

10.1007/BF00688993

Susto, G. A., Pampuri, S., Schirru, A., Beghi, A.

Journal:

CrossRef Listing of Deleted DOIs

Year:

2011

Language:

english

File:

PDF, 511 KB

english, 2011

25

A virtual metrology system based on least angle regression and statistical clustering

Gian Antonio Susto, Alessandro Beghi

Journal:

Applied Stochastic Models in Business and Industry

Year:

2012

Language:

english

File:

PDF, 1.18 MB

english, 2012

26

[IEEE 2012 IEEE International Conference on Control Applications (CCA) - Dubrovnik, Croatia (2012.10.3-2012.10.5)] 2012 IEEE International Conference on Control Applications - Least angle regression for semiconductor manufacturing modeling

Susto, Gian Antonio, Beghi, Alessandro

Year:

2012

Language:

english

File:

PDF, 155 KB

english, 2012

27

[IEEE 2012 IEEE International Conference on Automation Science and Engineering (CASE 2012) - Seoul, Korea (South) (2012.08.20-2012.08.24)] 2012 IEEE International Conference on Automation Science and Engineering (CASE) - An information-theory and Virtual Metrology-based approach to Run-to-Run semiconductor manufacturing control

Susto, Gian Antonio, Schirru, Andrea, Pampuri, Simone, De Nicolao, Giuseppe, Beghi, Alessandro

Year:

2012

Language:

english

File:

PDF, 362 KB

english, 2012

28

A Predictive Maintenance System for Epitaxy Processes Based on Filtering and Prediction Techniques

Susto, Gian Antonio, Beghi, Alessandro, De Luca, Cristina

Journal:

IEEE Transactions on Semiconductor Manufacturing

Year:

2012

Language:

english

File:

PDF, 6.62 MB

english, 2012

29

[IEEE 2011 IEEE International Conference on Automation Science and Engineering (CASE 2011) - Trieste, Italy (2011.08.24-2011.08.27)] 2011 IEEE International Conference on Automation Science and Engineering - A Predictive Maintenance System for Silicon Epitaxial Deposition

Susto, Gian Antonio, Beghi, Alessandro, De Luca, Cristina

Year:

2011

Language:

english

File:

PDF, 478 KB

english, 2011

30

[IEEE Factory Automation (ETFA 2011) - Toulouse, France (2011.09.5-2011.09.9)] ETFA2011 - A Virtual Metrology system for predicting CVD thickness with equipment variables and qualitative clustering

Susto, Gian Antonio, Beghi, Alessandro, De Luca, Cristina

Year:

2011

Language:

english

File:

PDF, 819 KB

english, 2011

31

[IEEE 2012 IEEE International Conference on Automation Science and Engineering (CASE 2012) - Seoul, Korea (South) (2012.08.20-2012.08.24)] 2012 IEEE International Conference on Automation Science and Engineering (CASE) - Multistep virtual metrology approaches for semiconductor manufacturing processes

Pampuri, Simone, Schirru, Andrea, Susto, Gian Antonio, De Luca, Cristina, Beghi, Alessandro, De Nicolao, Giuseppe

Year:

2012

Language:

english

File:

PDF, 473 KB

english, 2012

32

[IEEE 2013 IEEE International Conference on Automation Science and Engineering (CASE 2013) - Madison, WI, USA (2013.08.17-2013.08.20)] 2013 IEEE International Conference on Automation Science and Engineering (CASE) - Virtual metrology enabled early stage prediction for enhanced control of multi-stage fabrication processes

Susto, Gian Antonio, Johnston, Adrian B., O'Hara, Paul G., McLoone, Sean

Year:

2013

Language:

english

File:

PDF, 468 KB

english, 2013

33

[IEEE 2014 IEEE International Conference on Automation Science and Engineering (CASE) - Taipei (2014.8.18-2014.8.22)] 2014 IEEE International Conference on Automation Science and Engineering (CASE) - An adaptive machine learning decision system for flexible predictive maintenance

Susto, Gian Antonio, Wan, Jian, Pampuri, Simone, Zanon, Mattia, Johnston, Adrian B., O'Hara, Paul G., McLoone, Sean

Year:

2014

Language:

english

File:

PDF, 562 KB

english, 2014

34

Home Automation Oriented Gesture Classification From Inertial Measurements

Cenedese, Angelo, Susto, Gian Antonio, Belgioioso, Giuseppe, Cirillo, Giuseppe Ilario, Fraccaroli, Francesco

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2015

Language:

english

File:

PDF, 2.17 MB

english, 2015

35

[IEEE 2015 IEEE International Conference on Automation Science and Engineering (CASE) - Gothenburg, Sweden (2015.8.24-2015.8.28)] 2015 IEEE International Conference on Automation Science and Engineering (CASE) - Slow release drug dissolution profile prediction in pharmaceutical manufacturing: A multivariate and machine learning approach

Susto, Gian Antonio, McLoone, Sean

Year:

2015

Language:

english

File:

PDF, 802 KB

english, 2015

36

Historia de las historias de Panama escritas por panameños

Juan Antonio Susto

Journal:

Revista de Historia de América

Year:

1953

File:

PDF, 665 KB

1953

37

[IEEE 2014 IEEE 53rd Annual Conference on Decision and Control (CDC) - Los Angeles, CA, USA (2014.12.15-2014.12.17)] 53rd IEEE Conference on Decision and Control - A machine learning based approach for gesture recognition from inertial measurements

Belgioioso, Giuseppe, Cenedese, Angelo, Cirillo, Giuseppe Ilario, Fraccaroli, Francesco, Susto, Gian Antonio

Year:

2014

Language:

english

File:

PDF, 330 KB

english, 2014

38

[IEEE 2014 IEEE International Conference on Automation Science and Engineering (CASE) - Taipei (2014.8.18-2014.8.22)] 2014 IEEE International Conference on Automation Science and Engineering (CASE) - Insight extraction for semiconductor manufacturing processes

Pampuri, Simone, Susto, Gian Antonio, Wan, Jian, Johnston, Adrian, O'Hara, Paul, McLoone, Sean

Year:

2014

Language:

english

File:

PDF, 690 KB

english, 2014

39

Root Cause Analysis by a Combined Sparse Classification and Monte Carlo Approach

Zanon, Mattia, Susto, Gian Antonio, McLoone, Sean

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 225 KB

english, 2014

40

[IEEE 2016 European Control Conference (ECC) - Aalborg, Denmark (2016.6.29-2016.7.1)] 2016 European Control Conference (ECC) - A parsimonious approach for activity recognition with wearable devices: An application to cross-country skiing

Cenedese, Angelo, Susto, Gian Antonio, Terzi, Matteo

Year:

2016

Language:

english

File:

PDF, 467 KB

english, 2016

41

A One-Class SVM Based Tool for Machine Learning Novelty Detection in HVAC Chiller Systems

Beghi, A., Cecchinato, L., Corazzol, C., Rampazzo, M., Simmini, F., Susto, G.A.

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 671 KB

english, 2014

42

A multivariate symbolic approach to activity recognition for wearable applications

Terzi, M., Cenedese, A., Susto, G.A.

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 839 KB

english, 2017

43

Anomaly Detection Approaches for Semiconductor Manufacturing

Susto, Gian Antonio, Terzi, Matteo, Beghi, Alessandro

Journal:

Procedia Manufacturing

Year:

2017

Language:

english

File:

PDF, 1.32 MB

english, 2017

44

[IEEE 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry - Innovation to Shape the Future for Society and Industry (RTSI) - Modena, Italy (2017.9.11-2017.9.13)] 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI) - Deep learning for virtual metrology: Modeling with optical emission spectroscopy data

Terzi, Matteo, Masiero, Chiara, Beghi, Alessandro, Maggipinto, Marco, Susto, Gian Antonio

Year:

2017

Language:

english

File:

PDF, 1.03 MB

english, 2017

45

A Methodology for Efficient Dynamic Spatial Sampling and Reconstruction of Wafer Profiles

McLoone, Sean, Johnston, Adrian, Susto, Gian Antonio

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2018

Language:

english

File:

PDF, 4.24 MB

english, 2018

46

[IEEE 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Saratoga Springs, NY, USA (2017.5.15-2017.5.18)] 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - A dynamic sampling strategy based on confidence level of virtual metrology predictions

Susto, Gian Antonio

Year:

2017

Language:

english

File:

PDF, 398 KB

english, 2017

47

[IEEE 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - Las Vegas, NV (2018.3.4-2018.3.7)] 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN) - A machine learning approach for gesture recognition with a lensless smart sensor system

Norman, Niccolo, Urru, Andrea, Abraham, Lizy, Walsh, Michael, Tedesco, Salvatore, Cenedese, Angelo, Susto, Gian Antonio, O'Flynn, Brendan

Year:

2018

Language:

english

File:

PDF, 253 KB

english, 2018

48

Hunger classification of Lates calcarifer by means of an automated feeder and image processing

Razman, Mohd Azraai Mohd, Susto, Gian Antonio, Cenedese, Angelo, Abdul Majeed, Anwar P.P., Musa, Rabiu Muazu, Abdul Ghani, Ahmad Shahrizan, Adnan, Faeiz Azizi, Ismail, Khairul Muttaqin, Taha, Zahari,

Journal:

Computers and Electronics in Agriculture

Year:

2019

File:

PDF, 1.58 MB

2019

49

On Optimising Spatial Sampling Plans for Wafer Profile Reconstruction ⁎ ⁎The second author gratefully acknowledges the financial support provided by Irish Manufacturing Research (IMR) for this research.

McLoone, Seán, Zocco, Federico, Maggipinto, Marco, Susto, Gian Antonio

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 1.29 MB

english, 2018

50

A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing

Susto, Gian Antonio, Maggipinto, Marco, Zocco, Federico, McLoone, Sean

Journal:

Procedia Manufacturing

Year:

2018

File:

PDF, 549 KB

2018