Collaborative Intelligence for Safety Critical systems

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Website completion

Website for the project

Webinar registration for late recruitment and for dissemination

year 1 Workshops' Reports

Workshops Reports for workshops carried out in year 1

Data integration need for AI in CI applications

Data integration need for Artificial Intelligence in Collaborative Intelligence applications

Year 2 Communication plan including public engagement & High impact publications

Communication plan including public engagement High impact publications

Year 3 Communication plan including public engagement & High impact publications

Communication plan including public engagement & High impact publications for year 3

Year1 Communication plan including public engagement & High impact publications

Communication plan including public engagement High impact publications

Roadmap for Standardization and input in EU guidelines
AI algorithms for CI State of the art review

AI algorithms for Collaborative Intelligence State of the art review

White paper produced for EU AI alliance

Publikacje

Evaluating Safety and Productivity Relationship in Human-Robot Collaboration

Autorzy: Aayush Jain, Shakra Mehak, Philip Long, John D. Kelleher4, Michael Guilfoyle, and Maria Chiara Leva
Opublikowane w: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022
Wydawca: Research Publishing
DOI: 10.3850/978-981-18-5183-4_s33-02-322-cd

Deep Residual Policy Reinforcement Learning as a Corrective Term in Process Control for Alarm Reduction: A Preliminary Report

Autorzy: Ammar N. Abbas, Georgios C. Chasparis, and John D. Kelleher
Opublikowane w: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Numer 2022, 2022, ISBN 978-981-18-5183-4
Wydawca: RESEARCH PUBLISHING
DOI: 10.3850/978-981-18-5183-4_s33-07-668-cd

Action Classification in Human Robot Interaction Cells in Manufacturing

Autorzy: Mehak, Shakra S.M.; Leva, Maria Chiara; Kelleher, John; Guilfoyle, Michael
Opublikowane w: Proceedings of the 2023 8th International Conference on Machine Learning Technologie, Numer 8th, March 10 - 12, 2023, 2023, Strona(/y) 214 - 220, ISBN 978-1-4503-9832-9
Wydawca: Association for Computing Machinery
DOI: 10.1145/3589883.35899

Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real Approach

Autorzy: Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K Ramasubramanian
Opublikowane w: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Numer 16, 2024, Strona(/y) 2917-2923, ISBN 979-8-3503-7397-4
Wydawca: IEEE
DOI: 10.1109/codit62066.2024.10708345

Defect Detection In Vehicle Painting: Case Study

Autorzy: Doaa Almhaithawia, Alessandro Bellinib
Opublikowane w: ESREL 2024 Collection of Extended Abstracts, Numer 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-10-4
Wydawca: Polish Safety and Reliability Association

Dynamic Influence Diagram-Based Deep Reinforcement Learning Framework and Application for Decision Support for Operators in Control Rooms

Autorzy: Joseph Mietkiewicz, Ammar N. Abbas, Chidera Winifred Amazu, Anders L. Madsen, Gabriele Baldissone
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2806-2813
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p531-cd

Understanding and Quantifying Human Factors in Programming from Demonstration: A User Study Proposal

Autorzy: Shakra Mehak, Aayush Jain, John D. Kelleher, Philip Long, Michael Guilfoyle, Maria Chiara Leva
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2991-2998
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p241-cd

Physiological Impact Assessment of Decision Support Systems on Control Room Operators: An ANCOVA Analysis

Autorzy: Joseph Mietkiewicz, Ammar N. Abbas, Chidera W. Amazu, Anders L. Madsen, Maria Chiara Leva
Opublikowane w: Proceedings of the 35th European Safety and Reliability Conference (ESREL2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025), Numer 35rd, 15-19 June 2025, 2025, ISBN 978-981-94-3281-3
Wydawca: RESEARCH PUBLISHING
DOI: 10.3850/978-981-94-3281-3_esrel-sra-e2025-p9407-cd

Improvement of the Fine tuning algorithm

Autorzy: Mietkiewicz, Joseph; Madsen, Anders Læsø
Opublikowane w: BNAIC/BeNeLearn 2022, Numer 7 – 9 November 9, 2022, 2022
Wydawca: University of Antwerp
DOI: 10.21427/7kqm-cq71

A COMPARATIVE ANALYSIS FOR THE EVALUATION OF PRODUCTIVITY IN HUMAN-ROBOT COLLABORATION

Autorzy: Carlo Caiazzo, Marija Savkovic, Nikola Komatina, Nastasija Mijovic, Ivan Macuzic, Marko Djapan
Opublikowane w: International Symposium on Occupational Safety and Hygiene: Proceedings Book of the SHO2023, Numer 20-21 July, 2023, 2024, Strona(/y) 206-211, ISBN 978-989-54863-4-2
Wydawca: SPSHO
DOI: 10.24840/978-989-54863-4-2_0206-0211

Women’s Perspective of Personal Safety on Public Transport in Ireland

Autorzy: Ajeni Ari, Joseph Mietkiewicz, Maria Chiara Leva, Lorraine D'Arcy, and Mary Kinahan
Opublikowane w: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022
Wydawca: Research Publishing
DOI: 10.3850/978-981-18-5183-4_s06-15-565-cd

From Theory to Practice: Achieving Reliable Robot Autonomy through Symbol Grounding

Autorzy: Aayush Jain, Philip Long, John D. Kelleher, Maria Chiara Leva
Opublikowane w: Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference, Numer 35rd, 15-19 June 2025, 2025, ISBN 978-981-94-3281-3
Wydawca: RESEARCH PUBLISHING
DOI: 10.3850/978-981-94-3281-3_esrel-sra-e2025-p3449-cd

Modifying a Manufacturing Task for Teamwork between Humans and AI; Initial Data Collection to Guide Requirements Specifications

Autorzy: Andrés Alonso Pérez, Hector Diego Estrada-Lugo, Enrique Muñoz-de-Escalona Fernéandez, Maria Chiara Leva, Julen Aperribai, Arkaitz Aranburu
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Numer 32rd, 28 August - 7 September, 2023, Strona(/y) 3267-3276, ISBN 978-981-18-5183-4
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-08-671-cd

A Systematic Classification of Key Performance Indicators in Human-Robot Collaboration

Autorzy: Carlo Caiazzo, Snežana Nestić, Marija Savković
Opublikowane w: Lecture Notes in Networks and Systems, Numer LNNS,volume 562, 2022, ISBN 978-3-031-18645-5
Wydawca: Springer, Cham
DOI: 10.1007/978-3-031-18645-5_30

Analysing ``Human-in-the-Loop'' for Advances in Process Safety: A Design of Experiment in a Simulated Process Control Room

Autorzy: Chidera Winifred Amazu, Houda Briwa, Micaela Demichela, Davide Fissore, Gabriele Baldissone, Maria Chiara Leva
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2780-2787
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p481-cd

Framework of Modular Industrial Assembly Workstations in a Collaborative Environment

Autorzy: Carlo Caiazzo, Marija Savković, Milan Radenković, Arso Vukićević, Miloš Jovičić, and Marko Djapan
Opublikowane w: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022, ISBN 978-981-18-5183-4
Wydawca: RESEARCH PUBLISHING
DOI: 10.3850/978-981-18-5183-4_j01-07-285-cd

Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines

Autorzy: Ammar N. Abbas, Georgios C. Chasparis & John D. Kelleher
Opublikowane w: Lecture Notes in Computer Science, Numer LNCS,volume 13428, 2022, ISBN 978-3-031-12670-3
Wydawca: Springer Nature
DOI: 10.1007/978-3-031-12670-3_12

On the Construction of Numerical Models through a Prime Convolutional Approach

Autorzy: Doaa Almhaithawi, Massimo Bertini, Stefano Cuomo, Francesco Panelli, Alessandro Bellini, Tania Cerquitelli
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2821-2829, ISBN 978-981-18-8071-1
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p672-cd

Visual Mental Workload Assessment from EEG in Manual Assembly Task

Autorzy: Miloš Pušica, Carlo Caiazzo, Marko Djapan, Marija Savkovi\'c, Maria Chiara Leva
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2999-3005, ISBN 978-981-18-8071-1
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p667-cd

ARCHITECTURE OF HUMAN-ROBOT COLLABORATION IN MANUFACTURING INDUSTRIES

Autorzy: Caiazzo C. Carlo, Djordjevic Aleksandar, Savković Marija, Djapan Marko, Vukicevic Arso
Opublikowane w: The 19 th International Conference “Man and Working Environment” OCCUPATIONAL AND ENVIRONMENTAL SAFETY ENGINEERING & MANAGEMENT, Numer 19th, 24-25, November 2022, 2022, Strona(/y) 307-314, ISBN 9788660931124
Wydawca: University of Niš, Faculty of Occupational Safety

Framework of a Neuroergonomic Assessment in Human-Robot Collaboration

Autorzy: Carlo Caiazzo, Marija Savkovi\'c, Miloš Pušica, Nastasija Nikolic, Djordje Milojevic, Marko Djapan
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2814-2820, ISBN 978-981-18-8071-1
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p214-cd

Wearable Technology and Machine Learning for Assessing Physical Fatigue in Industry 4.0

Autorzy: Carlos Albarrán Morillo, Micaela Demichela, Devesh Jawla, John Kelleher
Opublikowane w: AHFE International, Human Factors and Wearable Technologies, Numer 141, 2024, Strona(/y) 28-36
Wydawca: AHFE International
DOI: 10.54941/ahfe1005052

Neuro-Symbolic AI for Sensor-based Human Performance Prediction; System Architectures and Applications

Autorzy: Inês Filipa Fernandes Ramos, Gabriele Gianini, Ernesto Damiani
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Strona(/y) 3210-3217
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-01-310

Human-in-the-Loop Configurations in Process and Energy Industries; A Systematic Review

Autorzy: Chidera Winifred Amazu, Micaela Demichela, Davide Fissore
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Numer 32rd ,28th August – 1st September, 2023, Strona(/y) 3234-3241
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-04-572

USING NEURAL NETWORK WITH CONVOLUTION LAYER FOR AUTOMATICQUALITY INSPECTION

Autorzy: Marija Savković, Nikola Mijailović, Marko Djapan, Carlo Caiazzo
Opublikowane w: 19th International Scientific Conference on Industrial Systems, Numer 19th, 4-6 October 2023, 2023, Strona(/y) T5.1
Wydawca: Proceedings cover

Wearable Devices Enhancing Human Capabilities In Direct Enamel Painting Defect Detection

Autorzy: Albarran Morillo, Carlos; Demichela, Micaela
Opublikowane w: Advance in Reliability Safty and Security Collection of Extended Abstracts Part 1, Numer 33rd, 23-27 June 2024, 2024, Strona(/y) 191-192, ISBN 978-83-68136-10-4
Wydawca: Polish Safty and Reliability Association

Defect Detection In Vehicle Painting: Case Study

Autorzy: Doaa Almhaithawi, Alessandro Bellini
Opublikowane w: ESREL 2024 Collection of Extended Abstracts Part 1, Numer 34th, 23-27 June 2024, 2024, Strona(/y) 169-170, ISBN 978-83-68136-23-4
Wydawca: Polish Safety and Reliability Association

Data Driven Bayesian Network to Predict Critical Alarm

Autorzy: Joseph Mietkiewicz, Anders L. Madsen
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Numer 32, 28 August - 7 September, 2023, Strona(/y) 3252-3259, ISBN 978-981-18-5183-4
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-06-643

Alarm Management for Human Performance. Are We Getting Better?

Autorzy: Houda Briwa, Maria Chiara Leva, Rob Turner
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Numer 32rd, 28 August - 7 September, 2023, Strona(/y) 3242-3251, ISBN 978-981-18-5183-4
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-05-584-cd

Safety-Critical Systems in the Automotive Sector: Pros and Cons in the Current State-of-the-Art of Human Performance Assessment

Autorzy: Carlos Albarrán Morillo, Devesh Jawla, John D. Kelleher, and Micaela Demichela
Opublikowane w: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Numer 2022, 2022, ISBN 978-981-18-5183-4
Wydawca: RESEARCH PUBLISHING
DOI: 10.3850/978-981-18-5183-4_s33-03-571-cd

Modelling Industrial Vulnerabilities to NaTech: Methodological Contributions from Historical Lightning Triggered Analysis

Autorzy: David Javier Castro Rodriguez, Joseph Mietkiewicz, Morena Vitale, Gabriele Baldissone, Micaela Demichela, Antonello A. Barresi
Opublikowane w: ESREL 2024 Collection of Extended Abstracts Part 1, Numer 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-23-4
Wydawca: Polish Safety and Reliability Association

The Role Of Human Dynamics In Effective Robot Learning Through Programming By Demonstration

Autorzy: Shakra Mehak, Aayush Jain, John D. Keheller, Philip Long, Michael Guilfoyle, Maria Chiara Leva
Opublikowane w: ESREL 2024 Collection of Extended Abstracts, Numer 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-24-1
Wydawca: Polish Safety and Reliability Association

User-Centered Evaluation Framework for Telerobot Interface and Interaction factors -- A Case Study on Medical Device Manufacturing

Autorzy: In\^es F. Ramos, Keerthi Sagar, Philip Long, Ernesto Damiani, Maria Chiara Leva, Gabriele Gianini
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, 2023, Strona(/y) 2316-2317
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p295-cd

ADVANCED PHYSICAL ERGONOMICS AND NEUROERGONOMICS RESEARCH ON AN ASSEMBLY WORKSTATION

Autorzy: Savković Marija, Mijailovic, Nikola, Caiazzo Carlo, Djapan Marko, Vukicevic Arso
Opublikowane w: The 19th International Conference “Man and Working Environment” OCCUPATIONAL AND ENVIRONMENTAL SAFETY ENGINEERING & MANAGEMENT, Numer 19th, 24-25, November 2022, 2022, Strona(/y) 351- 358, ISBN 9788660931124
Wydawca: University of Niš, Faculty of Occupational Safety

CoBT: Collaborative Programming of Behaviour Trees from One Demonstration for Robot Manipulation

Autorzy: Aayush Jain, Philip Long, Valeria Villani, John D. Kelleher, Maria Chiara Leva
Opublikowane w: 2024 IEEE International Conference on Robotics and Automation (ICRA), Numer 13-17 May 2024, 2024, Strona(/y) 12993-12999
Wydawca: IEEE
DOI: 10.1109/icra57147.2024.10611654

Revising the ``Ability Corners'' Approach: A New Strategy to Assessing Human Capabilities in Industrial Domains

Autorzy: Carlos Albarrán Morillo, Maria Chiara Leva, Micaela Demichela
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, Numer 33rd, 3-8 September 2023, 2023, Strona(/y) 2983-2990
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p646-cd

A Data-Driven Framework to Model Physical Fatigue in Industrial Environments Using Wearable Technologies

Autorzy: Carlos Albarrán Morillo, Micaela Demichela
Opublikowane w: AHFE International, Neuroergonomics and Cognitive Engineering, Numer 102, 2023, Strona(/y) 160-170
Wydawca: AHFE International
DOI: 10.54941/ahfe1003016

Human Factors in Alarm Response Procedures: an Empirical Analysis of Paper versus Digital support

Autorzy: Chidera Amazu, John Mcgrory, Maria Chiara Leva, Gabriele Baldissone, Davide Fissore, Micaela Demichela
Opublikowane w: AHFE International, Human Interaction and Emerging Technologies (IHIET 2024), Numer 157, 2024, Strona(/y) 116-125
Wydawca: AHFE International
DOI: 10.54941/ahfe1005470

Lessons Learnt From Human-In-Loop Experimental Scenarios For Advanced Automation In Process Safety

Autorzy: Amazu, Chidera Winifred; Mietkiewicz, Joseph; Abbas, Ammar N.; Baldissone, Gabriele; Demichela, Micaela; Fissore, Davide; Leva, Maria Chiara
Opublikowane w: Advances in Reliability, Safety and Security, Numer Part 5, 2024, ISBN 978-83-68136-04-3
Wydawca: Polish Safety and Reliability Association

Managing the unexpected: Operator behavioural data and its value in predicting correct alarm responses

Autorzy: Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Anders L. Madsen, Maria Chiara Leva
Opublikowane w: 2025
Wydawca: Arxiv
DOI: 10.48550/arxiv.2508.10917

Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces

Autorzy: Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Opublikowane w: 2025
Wydawca: Arxiv
DOI: 10.21203/rs.3.rs-3918353/v1

The Design of the Principal Component Analysis (PCA)-based Fuzzy Logic Classifier on Physical Fatigue in ProcessIndustries

Autorzy: Shi Huxiao, Albarran Morillo Carlos, Baldissone Gabriele, Demichela Micaela
Opublikowane w: CHEMICAL ENGINEERING TRANSACTIONS, Numer 111, 2024, Strona(/y) 211-216, ISSN 2283-9216
Wydawca: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111036

Exploring Wearable Devices for Enhanced ErgonomicSolutions: a Pharmaceutical Case Study

Autorzy: Carlos Albarrán Morillo , Micaela Demichela, John F. Suárez-Pérezb, Nasli Yuceti Miranda Arandiac , Mónica Andrea Camargo Salinas
Opublikowane w: CHEMICAL ENGINEERING TRANSACTIONS, Numer 116, 2025, Strona(/y) 25-30, ISSN 2283-9216
Wydawca: The Italian Association of Chemical Engineering
DOI: 10.3303/cet25116005

Exploring the Impact of Repetitive Exercise on Physical Fatigue: a Study of Industrial Task Simulation in a Controlled Fitness Setting

Autorzy: Albarran Morillo, Carlos; Micaela, Demichela
Opublikowane w: Chemical Engineering Transactions, Numer 99, 2023, Strona(/y) 163-168, ISSN 2283-9216
Wydawca: The Italian Association of Chemical Engineering
DOI: 10.3303/cet2399028

Comparing Two Control Room Intervention Procedure Formats: Preliminary Insights from Eye Tracking Measures

Autorzy: Chidera Winifred Amazu; Micaela Demichela; Davide Fissore; Maria Chiara Leva
Opublikowane w: Chemical Engineering Transactions, Numer 111, 2024, Strona(/y) 223-228, ISSN 2283-9216
Wydawca: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111038

Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies

Autorzy: Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonso Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva
Opublikowane w: International Journal of Human–Computer Interaction, Numer 41, 2025, Strona(/y) 7218-7252, ISSN 1044-7318
Wydawca: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/10447318.2024.2391605

Optimizing Human Performance to Enhance Safety: A Case Study in an Automotive Plant

Autorzy: Maria Chiara Leva, Micaela Demichela, Carlos Albarrán Morillo, Franco Modaffari, Lorenzo Comberti
Opublikowane w: Sustainability, Numer 15, 2023, Strona(/y) 11097, ISSN 2071-1050
Wydawca: MDPI Open Access Publishing
DOI: 10.3390/su151411097

Layer wise Scaled Gaussian Priors for Markov Chain Monte Carlo Sampled deep Bayesian neural networks

Autorzy: Devesh Jawla, John Kelleher
Opublikowane w: Frontiers in Artificial Intelligence, Numer 8, 2025, ISSN 2624-8212
Wydawca: Frontiers Media SA
DOI: 10.3389/frai.2025.1444891

Experiment data: Human-in-the-loop decision support in process control rooms

Autorzy: Chidera Winifred Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Houda Briwa, Andres Alonso Perez, Gabriele Baldissone, Micaela Demichela, Davide Fissore, Anders L. Madsen, Maria Chiara Leva
Opublikowane w: Data in Brief, Numer 53, 2024, Strona(/y) 110170, ISSN 2352-3409
Wydawca: Elsevier BV
DOI: 10.1016/j.dib.2024.110170

Collaborative Intelligence for Safety-Critical Industries: A Literature Review

Autorzy: Inês F. Ramos, Gabriele Gianini, Maria Chiara Leva, Ernesto Damiani
Opublikowane w: Information, Numer 15, 2025, Strona(/y) 728, ISSN 2078-2489
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info15110728

Enhancing Control Room Operator Decision Making

Autorzy: Joseph Mietkiewicz, Ammar N. Abbas, Chidera W. Amazu, Gabriele Baldissone, Anders L. Madsen, Micaela Demichela, Maria Chiara Leva
Opublikowane w: Processes, Numer 12, 2024, Strona(/y) 328, ISSN 2227-9717
Wydawca: MDPI AG
DOI: 10.3390/pr12020328

Development of a Neuroergonomic Assessment for the Evaluation of Mental Workload in an Industrial Human–Robot Interaction Assembly Task: A Comparative Case Study

Autorzy: Carlo Caiazzo, Marija Savkovic, Milos Pusica, Djordje Milojevic, Maria Chiara Leva, Marko Djapan
Opublikowane w: Machines, Numer 11, 2023, Strona(/y) 995, ISSN 2075-1702
Wydawca: MDPI AG
DOI: 10.3390/machines11110995

A roadmap for improving data quality through standards for collaborative intelligence in human-robot applications

Autorzy: Shakra Mehak, Inês F. Ramos, Keerthi Sagar, Aswin Ramasubramanian, John D. Kelleher, Michael Guilfoyle, Gabriele Gianini, Ernesto Damiani, Maria Chiara Leva
Opublikowane w: Frontiers in Robotics and AI, Numer 11, 2024, ISSN 2296-9144
Wydawca: Frontiers Media SA
DOI: 10.3389/frobt.2024.1434351

Customizing a Weighted Scale for Precision in Fatigue Assessment within the Process Industry

Autorzy: Albarran Morillo Carlos; Shi Huxiao; Baldissone Gabriele; Demichela Micaela
Opublikowane w: Chemical Engineering Transactions, Numer 111, 2024, Strona(/y) 193-198, ISSN 2283-9216
Wydawca: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111033

Mental Workload Classification and Tasks Detection in Multitasking: Deep Learning Insights from EEG Study

Autorzy: Miloš Pušica, Aneta Kartali, Luka Bojović, Ivan Gligorijević, Jelena Jovanović, Maria Chiara Leva, Bogdan Mijović
Opublikowane w: Brain Sciences, Numer 14, 2025, Strona(/y) 149, ISSN 2076-3425
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci14020149

NaTech triggered by lightning: Novel insights from past events in the process industry

Autorzy: David Javier Castro Rodriguez, Joseph Mietkiewicz, Morena Vitale, Gabriele Baldissone, Antonello A. Barresi, Micaela Demichela
Opublikowane w: Heliyon, Numer 10, 2025, Strona(/y) e31610, ISSN 2405-8440
Wydawca: Elsevier BV
DOI: 10.1016/j.heliyon.2024.e31610

Exploring the Influence of Human System Interfaces: Introducing Support Tools and an Experimental Study

Autorzy: Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Houda Briwa, Andres Alonso-Perez, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Maria Chiara Leva
Opublikowane w: International Journal of Human–Computer Interaction, Numer 41, 2025, Strona(/y) 6300-6317, ISSN 1044-7318
Wydawca: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/10447318.2024.2376354

Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance

Autorzy: Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Opublikowane w: Data & Knowledge Engineering, Numer 149, 2023, Strona(/y) 102240, ISSN 0169-023X
Wydawca: Elsevier BV
DOI: 10.1016/j.datak.2023.102240

Investigating the Potential of Latent Space for the Classification of Paint Defects

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