Bianca Maria Colosimo

23 papers C 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adapting OpenAI's CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control: An Expository Case Study with Multiple Application Examples.
CoRR
Fadel M. Megahed, Ying-Ju Chen, Bianca Maria Colosimo, Marco Luigi Giuseppe Grasso, L. Allison Jones-Farmer, Sven Knoth, Hongyue Sun, Inez Zwetsloot
2025 C conf
Single-Step Reconstruction-Free Anomaly Detection and Segmentation via Diffusion Models.
ICMLA
Mehrdad Moradi, Marco Grasso, Bianca Maria Colosimo, Kamran Paynabar
2025 J jnl
Single-Step Reconstruction-Free Anomaly Detection and Segmentation via Diffusion Models.
CoRR
Mehrdad Moradi, Marco Grasso, Bianca Maria Colosimo, Kamran Paynabar
2024 J jnl
Modeling spatial point processes in video-imaging via Ripley's K-function: an application to spatter analysis in additive manufacturing.
J. Intell. Manuf.
Bianca Maria Colosimo, Luca Pagani, Marco Grasso
2024 J jnl
Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice.
Technometrics
Bianca Maria Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall
2023 J jnl
A tensor-based hierarchical process monitoring approach for anomaly detection in additive manufacturing.
Qual. Reliab. Eng. Int.
Wei Yang, Marco Grasso, Bianca Maria Colosimo, Kamran Paynabar
2022 J jnl
Statistical Modeling and Monitoring of Geometrical Deviations in Complex Shapes With Application to Additive Manufacturing.
Technometrics
Riccardo Scimone, Tommaso Taormina, Bianca Maria Colosimo, Marco Grasso, Alessandra Menafoglio, Piercesare Secchi
2022 J jnl
Towards real-time in-situ monitoring of hot-spot defects in L-PBF: a new classification-based method for fast video-imaging data analysis.
J. Intell. Manuf.
Matteo Bugatti, Bianca Maria Colosimo
2021 — conf
In-situ Quality Monitoring of Extrusion-based Additive Manufacturing via Random Forests and clustering.
CASE
Luisa Bertoli, Fabio Caltanissetta, Bianca Maria Colosimo
2020 J jnl
Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing.
CoRR
Hao Yan, Marco Grasso, Kamran Paynabar, Bianca Maria Colosimo
2019 J jnl
An adaptive fused sampling approach of high-accuracy data in the presence of low-accuracy data.
IISE Trans.
Mostafa Reisi Gahrooei, Kamran Paynabar, Massimo Pacella, Bianca Maria Colosimo
2019 J jnl
Contributions to additive manufacturing.
IISE Trans.
Qiang Huang, Zhengyu James Kong, Xiaoping Qian, Bianca Maria Colosimo
2018 J jnl
Profile Monitoring of Probability Density Functions via Simplicial Functional PCA With Application to Image Data.
Technometrics
Alessandra Menafoglio, Marco Grasso, Piercesare Secchi, Bianca Maria Colosimo
2017 J jnl
A phase I multi-modelling approach for profile monitoring of signal data.
Int. J. Prod. Res.
Marco Grasso, Bianca Maria Colosimo, Fugee Tsung
2017 J jnl
The ENBIS-16 quality and reliability engineering international special issue.
Qual. Reliab. Eng. Int.
Bjarne Bergquist, Bianca Maria Colosimo
2015 J jnl
A Comparison Study of Distribution-Free Multivariate SPC Methods for Multimode Data.
Qual. Reliab. Eng. Int.
Marco Grasso, Bianca Maria Colosimo, Quirico Semeraro, Massimo Pacella
2015 J jnl
Geodesic Gaussian Processes for the Parametric Reconstruction of a Free-Form Surface.
Technometrics
Enrique del Castillo, Bianca Maria Colosimo, Sam Davanloo Tajbakhsh
2015 J jnl
On the Effectiveness of Profile Monitoring to Enhance Functional Performance of Particleboards.
Qual. Reliab. Eng. Int.
Bianca Maria Colosimo, Marcela Meneses, Quirico Semeraro
2011 J jnl
Statistical Shape Analysis of Experiments for Manufacturing Processes.
Technometrics
Enrique del Castillo, Bianca Maria Colosimo
2007 J jnl
Comparative studies of control charts for torque data in automotive component assembling.
Int. J. Technol. Manag.
Bianca Maria Colosimo, F. Godio, L. Palmieri
2007 J jnl
On the use of principal component analysis to identify systematic patterns in roundness profiles.
Qual. Reliab. Eng. Int.
Bianca Maria Colosimo, Massimo Pacella
2006 J jnl
Setup Adjustment of Multiple Lots Using a Sequential Monte Carlo Method.
Technometrics
Zilong Lian, Bianca Maria Colosimo, Enrique del Castillo
2006 J jnl
Setup Error Adjustment: Sensitivity Analysis and a New MCMC Control Rule.
Qual. Reliab. Eng. Int.
Zilong Lian, Bianca Maria Colosimo, Enrique del Castillo