![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
Cinzia Giannetti
Person information
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c9]Robert Gibbs, Cinzia Giannetti, Thomas Baynes, Cameron Pleydell-Pearce:
Leveraging Machine Learning Insights at the Hot Strip Rolling Mill, Tata Steel, Port Talbot. I2MTC 2024: 1-6 - [d1]James Flynn
, Cinzia Giannetti
, Hessel van Dijk:
A Novel LSTM Pipeline to Detect Anomalies in Manufacturing Production (Datasets). IEEE DataPort, 2024 - 2023
- [j11]Samuel Latham
, Cinzia Giannetti:
A Tool to Combine Expert Knowledge and Machine Learning for Defect Detection and Root Cause Analysis in a Hot Strip Mill. SN Comput. Sci. 4(5): 628 (2023) - [c8]Kayal Lakshmanan, Aurash Karimi, Alex Carr, Philippe Wauters, Michael Auinger, Cameron Pleydell-Pearce, Cinzia Giannetti:
A Hybrid Modelling Approach Based on Deep Learning for the Prediction of the Silicon Content in the Blast Furnace. KES 2023: 2204-2213 - 2022
- [j10]Cinzia Giannetti
, Aniekan Essien
:
Towards scalable and reusable predictive models for cyber twins in manufacturing systems. J. Intell. Manuf. 33(2): 441-455 (2022) - [j9]Qiushi Cao
, Cecilia Zanni-Merk, Ahmed Samet
, Christoph Reich
, François de Bertrand de Beuvron
, Arnold Beckmann
, Cinzia Giannetti:
KSPMI: A Knowledge-based System for Predictive Maintenance in Industry 4.0. Robotics Comput. Integr. Manuf. 74: 102281 (2022) - [j8]Christian Andrew Griffiths
, Cinzia Giannetti
, Kamil T. Andrzejewski, Adam Morgan:
Comparison of a Bat and Genetic Algorithm Generated Sequence Against Lead Through Programming When Assembling a PCB Using a Six-Axis Robot With Multiple Motions and Speeds. IEEE Trans. Ind. Informatics 18(2): 1102-1110 (2022) - [c7]Samuel Latham, Cinzia Giannetti:
Root Cause Classification of Temperature-related Failure Modes in a Hot Strip Mill. IN4PL 2022: 36-45 - [c6]Kayal Lakshmanan, Eugenio Borghini, Arnold Beckmann, Cameron Pleydell-Pearce, Cinzia Giannetti:
Data modelling and Remaining Useful Life estimation of rolls in a steel making cold rolling process. KES 2022: 1057-1066 - 2021
- [c5]Callum O'Donovan, Cinzia Giannetti, Grazia Todeschini:
A Novel Deep Learning Power Quality Disturbance Classification Method using Autoencoders. ICAART (2) 2021: 373-380 - [c4]James Flynn
, Eleanor Brealy, Cinzia Giannetti:
Making Green Transport a Reality: A Classification Based Data Analysis Method to Identify Properties Suitable for Electric Vehicle Charging Point Installation. IGARSS 2021: 6229-6232 - 2020
- [j7]Aniekan Essien
, Cinzia Giannetti
:
A Deep Learning Model for Smart Manufacturing Using Convolutional LSTM Neural Network Autoencoders. IEEE Trans. Ind. Informatics 16(9): 6069-6078 (2020)
2010 – 2019
- 2019
- [j6]Chunxu Li
, Chenguang Yang
, Cinzia Giannetti:
Segmentation and generalisation for writing skills transfer from humans to robots. Cogn. Comput. Syst. 1(1): 20-25 (2019) - [c3]Aniekan Essien
, Godwin Chukwkelu
, Cinzia Giannetti:
A Scalable Deep Convolutional LSTM Neural Network for Large-Scale Urban Traffic Flow Prediction using Recurrence Plots. AFRICON 2019: 1-7 - [c2]Aniekan Essien
, Cinzia Giannetti:
A Deep Learning Framework for Univariate Time Series Prediction Using Convolutional LSTM Stacked Autoencoders. INISTA 2019: 1-6 - 2017
- [c1]Cinzia Giannetti:
A framework for improving process robustness with quantification of uncertainties in Industry 4.0. INISTA 2017: 189-194 - 2016
- [j5]Rajesh S. Ransing
, Raed S. Batbooti
, Cinzia Giannetti, Meghana R. Ransing:
A quality correlation algorithm for tolerance synthesis in manufacturing operations. Comput. Ind. Eng. 93: 1-11 (2016) - [j4]Cinzia Giannetti, Rajesh S. Ransing:
Risk based uncertainty quantification to improve robustness of manufacturing operations. Comput. Ind. Eng. 101: 70-80 (2016) - 2015
- [j3]Cinzia Giannetti, Meghana R. Ransing, Rajesh S. Ransing, David C. Bould, David T. Gethin, Johann Sienz:
Organisational Knowledge Management for Defect Reduction and Sustainable Development in Foundries. Int. J. Knowl. Syst. Sci. 6(3): 18-37 (2015) - 2014
- [j2]Cinzia Giannetti, Rajesh S. Ransing
, Meghana R. Ransing, David C. Bould, David T. Gethin, Johann Sienz:
A novel variable selection approach based on co-linearity index to discover optimal process settings by analysing mixed data. Comput. Ind. Eng. 72: 217-229 (2014) - 2013
- [j1]Rajesh S. Ransing
, Cinzia Giannetti, Meghana R. Ransing, M. W. James:
A coupled penalty matrix approach and principal component based co-linearity index technique to discover product specific foundry process knowledge from in-process data in order to reduce defects. Comput. Ind. 64(5): 514-523 (2013)
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-28 22:30 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint