All Stories

  1. Clean or simplistic? Testing a lower granularity algorithmic explainer for users’ comprehension, trust, and preference

    Article • September 2026, ACM (Association for Computing Machinery)

    Gian Antonio Susto

  2. TiROD: Tiny Robotics Dataset and Benchmark for Continual Object Detection

    Article • Journal of Intelligent & Robotic Systems, July 2026, Springer Science + Business Media

    Gian Antonio Susto

  3. On temporally bounded spatial dynamic sampling for metrology optimization

    Article • Flexible Services and Manufacturing Journal, May 2026, Springer Science + Business Media

    Gian Antonio Susto

  4. Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent

    Article • IEEE Transactions on Automation Science and Engineering, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  5. Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing

    Article • IEEE Transactions on Automation Science and Engineering, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  6. A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization

    Article • January 2026, Elsevier

    Gian Antonio Susto

  7. Underrepresentation, label bias, and proxies: Towards Data Bias Profiles for the EU AI act and beyond

    Article • Expert Systems with Applications, November 2025, Elsevier

    Gian Antonio Susto

  8. Towards Continual Visual Anomaly Detection in the Medical Domain

    Article • October 2025, ACM (Association for Computing Machinery)

    Davide Dalle Pezze, Gian Antonio Susto

  9. Fortifying smart grid stability: Defending against adversarial attacks and measurement anomalies

    Article • Sustainable Energy Grids and Networks, September 2025, Elsevier

    Gian Antonio Susto

  10. Experience: Bridging Data Measurement and Ethical Challenges with Extended Data Briefs

    Article • Journal of Data and Information Quality, March 2025, ACM (Association for Computing Machinery)

    Alessandro Fabris, Marco Torchiano, Antonio Vetrò, Gian Antonio Susto, Marco Rondina

  11. Latent Distillation for Continual Object Detection at the Edge

    Article • January 2025, Springer Science + Business Media

    Dr. Eng. Elisabetta Farella, Gian Antonio Susto

  12. Edge Delayed Deep Deterministic Policy Gradient: Efficient Continuous Control for Edge Scenarios

    Article • IEEE Transactions on Automation Science and Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  13. Testing Software for Non-discrimination: An Updated and Extended Audit in the Italian Car Insurance Domain

    Article • January 2025, Springer Science + Business Media

    Gian Antonio Susto

  14. Band Relevance Factor (BRF): A novel automatic frequency band selection method based on vibration analysis for rotating machinery

    Article • ISA Transactions, December 2024, Elsevier

    Gian Antonio Susto

  15. Enhancing interpretability and generalizability in extended isolation forests

    Article • Engineering Applications of Artificial Intelligence, December 2024, Elsevier

    Gian Antonio Susto

  16. Active Learning-based Isolation Forest (ALIF): Enhancing anomaly detection with expert feedback

    Article • Information Sciences, September 2024, Elsevier

    Gian Antonio Susto

  17. Improving robustness with image filtering

    Article • Neurocomputing, September 2024, Elsevier

    Gian Antonio Susto

  18. On the limitations of adversarial training for robust image classification with convolutional neural networks

    Article • Information Sciences, July 2024, Elsevier

    Gian Antonio Susto

  19. Bayesian active learning isolation forest (B-ALIF): A weakly supervised strategy for anomaly detection

    Article • Engineering Applications of Artificial Intelligence, April 2024, Elsevier

    Gian Antonio Susto

  20. Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)

    Article • Computers & Industrial Engineering, January 2024, Elsevier

    Gian Antonio Susto

  21. AcME-AD: Accelerated Model Explanations for Anomaly Detection

    Article • January 2024, Springer Science + Business Media

    Gian Antonio Susto

  22. Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  23. Fault Diagnosis using eXplainable AI: A transfer learning-based approach for rotating machinery exploiting augmented synthetic data

    Article • Expert Systems with Applications, December 2023, Elsevier

    Gian Antonio Susto

  24. A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring

    Article • Engineering Applications of Artificial Intelligence, September 2023, Elsevier

    Gian Antonio Susto

  25. CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds

    Article • The Journal of Open Source Software, August 2023, The Open Journal

    Gian Antonio Susto

  26. AcME—Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box

    Article • Expert Systems with Applications, March 2023, Elsevier

    Gian Antonio Susto

  27. Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest

    Article • Engineering Applications of Artificial Intelligence, March 2023, Elsevier

    Gian Antonio Susto

  28. Pairwise Fairness in Ranking as a Dissatisfaction Measure

    Article • February 2023, ACM (Association for Computing Machinery)

    Alessandro Fabris, Gian Antonio Susto

  29. Classifying Circumnutation in Pea Plants via Supervised Machine Learning

    Article • Plants, February 2023, MDPI AG

    Gian Antonio Susto

  30. Tackling Documentation Debt: A Survey on Algorithmic Fairness Datasets

    Article • October 2022, ACM (Association for Computing Machinery)

    Alessandro Fabris, Gian Antonio Susto

  31. Algorithmic fairness datasets: the story so far

    Article • Data Mining and Knowledge Discovery, September 2022, Springer Science + Business Media

    Gian Antonio Susto

  32. A Revised Isolation Forest procedure for Anomaly Detection with High Number of Data Points

    Article • September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  33. TiWS-iForest: Isolation forest in weakly supervised and tiny ML scenarios

    Article • Information Sciences, September 2022, Elsevier

    Gian Antonio Susto

  34. A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study

    Article • IEEE Transactions on Automation Science and Engineering, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  35. A Self-Tuning KPCA-Based Approach to Fault Detection in Chiller Systems

    Article • IEEE Transactions on Control Systems Technology, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  36. FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment

    Article • IEEE Transactions on Automation Science and Engineering, July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  37. An Autoencoder-Based Approach for Fault Detection in Multi-Stage Manufacturing: A Sputter Deposition and Rapid Thermal Processing Case Study

    Article • IEEE Transactions on Semiconductor Manufacturing, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  38. Guest Editorial Process-Level Machine Learning Applications in Semiconductor Manufacturing

    Article • IEEE Transactions on Semiconductor Manufacturing, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  39. Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders

    Article • Informatics, March 2022, MDPI AG

    Gian Antonio Susto

  40. IntroVAC: Introspective Variational Classifiers for learning interpretable latent subspaces

    Article • Engineering Applications of Artificial Intelligence, March 2022, Elsevier

    Gian Antonio Susto

  41. Learning to rank from relevance judgments distributions

    Article • Journal of the Association for Information Science and Technology, March 2022, Wiley

    Gian Antonio Susto

  42. An explainable artificial intelligence approach for unsupervised fault detection and diagnosis in rotating machinery

    Article • Mechanical Systems and Signal Processing, January 2022, Elsevier

    Gian Antonio Susto

  43. A Scalable Deep Learning-Based Approach for Anomaly Detection in Semiconductor Manufacturing

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  44. Fault Detection of Bearing: An Unsupervised Machine Learning Approach Exploiting Feature Extraction and Dimensionality Reduction

    Article • Informatics, November 2021, MDPI AG

    Gian Antonio Susto

  45. DBAM: Making Virtual Metrology/Soft sensing with time series data scalable through Deep Learning

    Article • Control Engineering Practice, November 2021, Elsevier

    Gian Antonio Susto

  46. Uncertainty Estimation for Machine Learning Models in Multiphase Flow Applications

    Article • Informatics, September 2021, MDPI AG

    Gian Antonio Susto

  47. A Review of Tree-Based Approaches for Anomaly Detection

    Article • August 2021, Springer Science + Business Media

    Gian Antonio Susto

  48. Machine Learning-based Anomaly Detection for Particle Accelerators

    Article • August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  49. Exploiting 2D Coordinates as Bayesian Priors for Deep Learning Defect Classification of SEM Images

    Article • IEEE Transactions on Semiconductor Manufacturing, August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  50. Discrimination in pricing and access to Italian car insurance.

    Article • July 2021, ACM (Association for Computing Machinery)

    Alan Mishler, Alessandro Fabris, Gian Antonio Susto

  51. AutoSS: A Deep Learning-Based Soft Sensor for Handling Time-Series Input Data

    Article • IEEE Robotics and Automation Letters, July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  52. A Machine Learning-based Approach for Advanced Monitoring of Automated Equipment for the Entertainment Industry

    Article • June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  53. Incentives for Item Duplication Under Fair Ranking Policies

    Article • January 2021, Springer Science + Business Media

    Gian Antonio Susto

  54. Neural Feature Selection for Learning to Rank

    Article • January 2021, Springer Science + Business Media

    Gian Antonio Susto

  55. Enhancing Scalability of Virtual Metrology: A Deep Learning-Based Approach for Domain Adaptation

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  56. Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor Manufacturing

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • Information Processing & Management, November 2020, Elsevier

    Gian Antonio Susto

  58. Proximal Deterministic Policy Gradient

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  59. Sensor Fusion and Machine Learning Techniques to Improve Water Cut Measurements Accuracy In Multiphase Application

    Article • October 2020, Society of Petroleum Engineers (SPE)

    Gian Antonio Susto

  60. Optimizing Microbiota Profiles for Athletes

    Article • Exercise and Sport Sciences Reviews, October 2020, Wolters Kluwer Health

    Gian Antonio Susto

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

    Article • Energies, June 2020, MDPI AG

    Gian Antonio Susto

  62. Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations

    Article • Algorithms, June 2020, MDPI AG

    Gian Antonio Susto

  63. Directional adversarial training for cost sensitive deep learning classification applications

    Article • Engineering Applications of Artificial Intelligence, May 2020, Elsevier

    Gian Antonio Susto

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

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  65. A Machine Learning-Based System for Self-Diagnosis Multiphase Flow Meters

    Article • January 2020, Society of Petroleum Engineers (SPE)

    Gian Antonio Susto

  66. Concluding Remarks

    Article • January 2020, Springer Science + Business Media

    Gian Antonio Susto

  67. Hyperparameter Tuning of the Model for Hunger State Classification

    Article • January 2020, Springer Science + Business Media

    Gian Antonio Susto

  68. Image Processing Features Extraction on Fish Behaviour

    Article • January 2020, Springer Science + Business Media

    Gian Antonio Susto

  69. Induced Start Dynamic Sampling for Wafer Metrology Optimization

    Article • IEEE Transactions on Automation Science and Engineering, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  70. Introduction

    Article • January 2020, Springer Science + Business Media

    Gian Antonio Susto

  71. Monitoring and Feeding Integration of Demand Feeder Systems

    Article • January 2020, Springer Science + Business Media

    Gian Antonio Susto

  72. Time-Series Identification on Fish Feeding Behaviour

    Article • January 2020, Springer Science + Business Media

    Gian Antonio Susto

  73. β-Variational Classifiers Under Attack

    Article • IFAC-PapersOnLine, January 2020, Elsevier

    Gian Antonio Susto

  74. DeepVM: A Deep Learning-based approach with automatic feature extraction for 2D input data Virtual Metrology

    Article • Journal of Process Control, December 2019, Elsevier

    Gian Antonio Susto

  75. Laundry Fabric Classification in Vertical Axis Washing Machines Using Data-Driven Soft Sensors

    Article • Energies, October 2019, MDPI AG

    Gian Antonio Susto

  76. Detection of Insulin Pump Malfunctioning to Improve Safety in Artificial Pancreas Using Unsupervised Algorithms

    Article • Journal of Diabetes Science and Technology, October 2019, SAGE Publications

    Gian Antonio Susto

  77. Machine Learning-Based Soft Sensors for the Estimation of Laundry Moisture Content in Household Dryer Appliances

    Article • Energies, October 2019, MDPI AG

    Gian Antonio Susto

  78. Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  79. Probabilistic Word Embeddings in Neural IR

    Article • September 2019, ACM (Association for Computing Machinery)

    Gian Antonio Susto

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

    Article • Computers and Electronics in Agriculture, August 2019, Elsevier

    Gian Antonio Susto

  81. What are the Most Informative Data for Virtual Metrology? A use case on Multi-Stage Processes Fault Prediction

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  82. A Deep Learning-based Approach to Anomaly Detection with 2-Dimensional Data in Manufacturing

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  83. Robot kinematic structure classification from time series of visual data

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  84. Supervised Lexicon Extraction for Emotion Classification

    Article • May 2019, ACM (Association for Computing Machinery)

    Gian Antonio Susto

  85. A Machine Learning-based Soft Sensor for Laundry Load Fabric Typology Estimation in Household Washer-Dryers

    Article • IFAC-PapersOnLine, January 2019, Elsevier

    Gian Antonio Susto

  86. A Random Forest-based Approach for Hand Gesture Recognition with Wireless Wearable Motion Capture Sensors

    Article • IFAC-PapersOnLine, January 2019, Elsevier

    Gian Antonio Susto

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

    Article • Procedia Manufacturing, January 2019, Elsevier

    Gian Antonio Susto

  88. Deep Learning-based Production Forecasting in Manufacturing: a Packaging Equipment Case Study

    Article • Procedia Manufacturing, January 2019, Elsevier

    Gian Antonio Susto

  89. Machine Learning approaches for Anomaly Detection in Multiphase Flow Meters

    Article • IFAC-PapersOnLine, January 2019, Elsevier

    Gian Antonio Susto

  90. Fault Detection in Artificial Pancreas: A Model-Free approach

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • IEEE Transactions on Automation Science and Engineering, October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  93. A Computer Vision-Inspired Deep Learning Architecture for Virtual Metrology Modeling With 2-Dimensional Data

    Article • IEEE Transactions on Semiconductor Manufacturing, August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  94. A Soft Sensing Approach for Clothes Load Estimation in Consumer Washing Machines

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  95. Soft Sensors for Estimating Laundry Weight in Household Heat Pump Tumble Dryers

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  96. Machine Learning-based Laundry Weight Estimation for Vertical Axis Washing Machines

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • Control Engineering Practice, May 2018, Elsevier

    Gian Antonio Susto

  98. A machine learning approach for gesture recognition with a lensless smart sensor system

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  99. Time-Series Classification Methods: Review and Applications to Power Systems Data

    Article • January 2018, Elsevier

    Gian Antonio Susto

  100. A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology

    Article • Procedia Manufacturing, January 2018, Elsevier

    Gian Antonio Susto

  101. A Dynamic Sampling Approach for Cost Reduction in Semiconductor Manufacturing

    Article • Procedia Manufacturing, January 2018, Elsevier

    Gian Antonio Susto

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

    Article • IEEE Transactions on Control Systems Technology, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  103. 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.

    Article • IFAC-PapersOnLine, January 2018, Elsevier

    Gian Antonio Susto

  104. WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews

    Article • January 2018, Springer Science + Business Media

    Gian Antonio Susto

  105. Deep learning for virtual metrology: Modeling with optical emission spectroscopy data

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  106. A multivariate symbolic approach to activity recognition for wearable applications

    Article • IFAC-PapersOnLine, July 2017, Elsevier

    Gian Antonio Susto

  107. A dynamic sampling strategy based on confidence level of virtual metrology predictions

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  108. Anomaly Detection through on-line Isolation Forest: An application to plasma etching

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  109. A Dynamic Sampling strategy based on confidence level of Virtual Metrology predictions

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  110. Anomaly detection through on-line isolation Forest: An application to plasma etching

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  111. Anomaly Detection Approaches for Semiconductor Manufacturing

    Article • Procedia Manufacturing, January 2017, Elsevier

    Gian Antonio Susto

  112. Dealing with time-series data in Predictive Maintenance problems

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  113. Supervised Aggregative Feature Extraction for Big Data Time Series Regression

    Article • IEEE Transactions on Industrial Informatics, June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  114. A parsimonious approach for activity recognition with wearable devices: An application to cross-country skiing

    Article • June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  115. Home Automation Oriented Gesture Classification From Inertial Measurements

    Article • IEEE Transactions on Automation Science and Engineering, October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  116. Slow release drug dissolution profile prediction in pharmaceutical manufacturing: A multivariate and machine learning approach

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  117. Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

    Article • IEEE Transactions on Industrial Informatics, June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • Computers & Operations Research, January 2015, Elsevier

    Gian Antonio Susto

  119. A machine learning based approach for gesture recognition from inertial measurements

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  120. An adaptive machine learning decision system for flexible predictive maintenance

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  121. Insight extraction for semiconductor manufacturing processes

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • IFAC Proceedings Volumes, January 2014, Elsevier

    Gian Antonio Susto

  123. Prediction of integral type failures in semiconductor manufacturing through classification methods

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  125. Virtual metrology enabled early stage prediction for enhanced control of multi-stage fabrication processes

    Article • August 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  126. Learning from time series: Supervised Aggregative Feature Extraction

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • IEEE Transactions on Semiconductor Manufacturing, November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  128. Least angle regression for semiconductor manufacturing modeling

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • Applied Stochastic Models in Business and Industry, September 2012, Wiley

    Gian Antonio Susto

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

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  131. Multistep virtual metrology approaches for semiconductor manufacturing processes

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

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

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  133. Optimal tuning of epitaxy pyrometers

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  134. A Virtual Metrology system for predicting CVD thickness with equipment variables and qualitative clustering

    Article • September 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  135. A Predictive Maintenance System for Silicon Epitaxial Deposition

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Gian Antonio Susto

  136. Control of PDE–ODE cascades with Neumann interconnections

    Article • Journal of the Franklin Institute, February 2010, Elsevier

    Gian Antonio Susto