Collaborative Intelligence for Safety Critical systems

Project Information

CISC

Grant agreement ID: 955901

DOI

10.3030/955901

Project closed

EC signature date 13 August 2020

Start date 1 January 2021

End date 30 June 2025

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 3 605 548,32

EU contribution

€ 3 605 548,32

Coordinated by

TECHNOLOGICAL UNIVERSITY DUBLIN
Ireland

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Websites, patent fillings, videos etc. (2)

Website completion

Website for the project

Webinar registration for late recruitment and for dissemination

Documents, reports (8)

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

Publications

Conference proceedings (39)

Evaluating Safety and Productivity Relationship in Human-Robot Collaboration

Author(s): Aayush Jain, Shakra Mehak, Philip Long, John D. Kelleher4, Michael Guilfoyle, and Maria Chiara Leva
Published in: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022
Publisher: 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

Author(s): Ammar N. Abbas, Georgios C. Chasparis, and John D. Kelleher
Published in: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Issue 2022, 2022, ISBN 978-981-18-5183-4
Publisher: RESEARCH PUBLISHING
DOI: 10.3850/978-981-18-5183-4_s33-07-668-cd

Action Classification in Human Robot Interaction Cells in Manufacturing

Author(s): Mehak, Shakra S.M.; Leva, Maria Chiara; Kelleher, John; Guilfoyle, Michael
Published in: Proceedings of the 2023 8th International Conference on Machine Learning Technologie, Issue 8th, March 10 - 12, 2023, 2023, Page(s) 214 - 220, ISBN 978-1-4503-9832-9
Publisher: Association for Computing Machinery
DOI: 10.1145/3589883.35899

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

Author(s): Ammar N. Abbas, Shakra Mehak, Georgios C. Chasparis, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva, Aswin K Ramasubramanian
Published in: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Issue 16, 2024, Page(s) 2917-2923, ISBN 979-8-3503-7397-4
Publisher: IEEE
DOI: 10.1109/codit62066.2024.10708345

Defect Detection In Vehicle Painting: Case Study

Author(s): Doaa Almhaithawia, Alessandro Bellinib
Published in: ESREL 2024 Collection of Extended Abstracts, Issue 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-10-4
Publisher: Polish Safety and Reliability Association

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

Author(s): Joseph Mietkiewicz, Ammar N. Abbas, Chidera Winifred Amazu, Anders L. Madsen, Gabriele Baldissone
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2806-2813
Publisher: 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

Author(s): Shakra Mehak, Aayush Jain, John D. Kelleher, Philip Long, Michael Guilfoyle, Maria Chiara Leva
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2991-2998
Publisher: 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

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

Improvement of the Fine tuning algorithm

Author(s): Mietkiewicz, Joseph; Madsen, Anders Læsø
Published in: BNAIC/BeNeLearn 2022, Issue 7 – 9 November 9, 2022, 2022
Publisher: University of Antwerp
DOI: 10.21427/7kqm-cq71

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

Author(s): Carlo Caiazzo, Marija Savkovic, Nikola Komatina, Nastasija Mijovic, Ivan Macuzic, Marko Djapan
Published in: International Symposium on Occupational Safety and Hygiene: Proceedings Book of the SHO2023, Issue 20-21 July, 2023, 2024, Page(s) 206-211, ISBN 978-989-54863-4-2
Publisher: SPSHO
DOI: 10.24840/978-989-54863-4-2_0206-0211

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

Author(s): Ajeni Ari, Joseph Mietkiewicz, Maria Chiara Leva, Lorraine D'Arcy, and Mary Kinahan
Published in: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022
Publisher: 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

Author(s): Aayush Jain, Philip Long, John D. Kelleher, Maria Chiara Leva
Published in: Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference, Issue 35rd, 15-19 June 2025, 2025, ISBN 978-981-94-3281-3
Publisher: 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

Author(s): Andrés Alonso Pérez, Hector Diego Estrada-Lugo, Enrique Muñoz-de-Escalona Fernéandez, Maria Chiara Leva, Julen Aperribai, Arkaitz Aranburu
Published in: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Issue 32rd, 28 August - 7 September, 2023, Page(s) 3267-3276, ISBN 978-981-18-5183-4
Publisher: 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

Author(s): Carlo Caiazzo, Snežana Nestić, Marija Savković
Published in: Lecture Notes in Networks and Systems, Issue LNNS,volume 562, 2022, ISBN 978-3-031-18645-5
Publisher: 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

Author(s): Chidera Winifred Amazu, Houda Briwa, Micaela Demichela, Davide Fissore, Gabriele Baldissone, Maria Chiara Leva
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2780-2787
Publisher: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p481-cd

Framework of Modular Industrial Assembly Workstations in a Collaborative Environment

Author(s): Carlo Caiazzo, Marija Savković, Milan Radenković, Arso Vukićević, Miloš Jovičić, and Marko Djapan
Published in: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022, ISBN 978-981-18-5183-4
Publisher: 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

Author(s): Ammar N. Abbas, Georgios C. Chasparis & John D. Kelleher
Published in: Lecture Notes in Computer Science, Issue LNCS,volume 13428, 2022, ISBN 978-3-031-12670-3
Publisher: Springer Nature
DOI: 10.1007/978-3-031-12670-3_12

On the Construction of Numerical Models through a Prime Convolutional Approach

Author(s): Doaa Almhaithawi, Massimo Bertini, Stefano Cuomo, Francesco Panelli, Alessandro Bellini, Tania Cerquitelli
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2821-2829, ISBN 978-981-18-8071-1
Publisher: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p672-cd

Visual Mental Workload Assessment from EEG in Manual Assembly Task

Author(s): Miloš Pušica, Carlo Caiazzo, Marko Djapan, Marija Savkovi\'c, Maria Chiara Leva
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2999-3005, ISBN 978-981-18-8071-1
Publisher: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p667-cd

ARCHITECTURE OF HUMAN-ROBOT COLLABORATION IN MANUFACTURING INDUSTRIES

Author(s): Caiazzo C. Carlo, Djordjevic Aleksandar, Savković Marija, Djapan Marko, Vukicevic Arso
Published in: The 19 th International Conference “Man and Working Environment” OCCUPATIONAL AND ENVIRONMENTAL SAFETY ENGINEERING & MANAGEMENT, Issue 19th, 24-25, November 2022, 2022, Page(s) 307-314, ISBN 9788660931124
Publisher: University of Niš, Faculty of Occupational Safety

Framework of a Neuroergonomic Assessment in Human-Robot Collaboration

Author(s): Carlo Caiazzo, Marija Savkovi\'c, Miloš Pušica, Nastasija Nikolic, Djordje Milojevic, Marko Djapan
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2814-2820, ISBN 978-981-18-8071-1
Publisher: 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

Author(s): Carlos Albarrán Morillo, Micaela Demichela, Devesh Jawla, John Kelleher
Published in: AHFE International, Human Factors and Wearable Technologies, Issue 141, 2024, Page(s) 28-36
Publisher: AHFE International
DOI: 10.54941/ahfe1005052

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

Author(s): Inês Filipa Fernandes Ramos, Gabriele Gianini, Ernesto Damiani
Published in: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Page(s) 3210-3217
Publisher: 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

Author(s): Chidera Winifred Amazu, Micaela Demichela, Davide Fissore
Published in: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Issue 32rd ,28th August – 1st September, 2023, Page(s) 3234-3241
Publisher: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-04-572

USING NEURAL NETWORK WITH CONVOLUTION LAYER FOR AUTOMATICQUALITY INSPECTION

Author(s): Marija Savković, Nikola Mijailović, Marko Djapan, Carlo Caiazzo
Published in: 19th International Scientific Conference on Industrial Systems, Issue 19th, 4-6 October 2023, 2023, Page(s) T5.1
Publisher: Proceedings cover

Wearable Devices Enhancing Human Capabilities In Direct Enamel Painting Defect Detection

Author(s): Albarran Morillo, Carlos; Demichela, Micaela
Published in: Advance in Reliability Safty and Security Collection of Extended Abstracts Part 1, Issue 33rd, 23-27 June 2024, 2024, Page(s) 191-192, ISBN 978-83-68136-10-4
Publisher: Polish Safty and Reliability Association

Defect Detection In Vehicle Painting: Case Study

Author(s): Doaa Almhaithawi, Alessandro Bellini
Published in: ESREL 2024 Collection of Extended Abstracts Part 1, Issue 34th, 23-27 June 2024, 2024, Page(s) 169-170, ISBN 978-83-68136-23-4
Publisher: Polish Safety and Reliability Association

Data Driven Bayesian Network to Predict Critical Alarm

Author(s): Joseph Mietkiewicz, Anders L. Madsen
Published in: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Issue 32, 28 August - 7 September, 2023, Page(s) 3252-3259, ISBN 978-981-18-5183-4
Publisher: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-06-643

Alarm Management for Human Performance. Are We Getting Better?

Author(s): Houda Briwa, Maria Chiara Leva, Rob Turner
Published in: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Issue 32rd, 28 August - 7 September, 2023, Page(s) 3242-3251, ISBN 978-981-18-5183-4
Publisher: 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

Author(s): Carlos Albarrán Morillo, Devesh Jawla, John D. Kelleher, and Micaela Demichela
Published in: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Issue 2022, 2022, ISBN 978-981-18-5183-4
Publisher: 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

Author(s): David Javier Castro Rodriguez, Joseph Mietkiewicz, Morena Vitale, Gabriele Baldissone, Micaela Demichela, Antonello A. Barresi
Published in: ESREL 2024 Collection of Extended Abstracts Part 1, Issue 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-23-4
Publisher: Polish Safety and Reliability Association

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

Author(s): Shakra Mehak, Aayush Jain, John D. Keheller, Philip Long, Michael Guilfoyle, Maria Chiara Leva
Published in: ESREL 2024 Collection of Extended Abstracts, Issue 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-24-1
Publisher: Polish Safety and Reliability Association

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

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

ADVANCED PHYSICAL ERGONOMICS AND NEUROERGONOMICS RESEARCH ON AN ASSEMBLY WORKSTATION

Author(s): Savković Marija, Mijailovic, Nikola, Caiazzo Carlo, Djapan Marko, Vukicevic Arso
Published in: The 19th International Conference “Man and Working Environment” OCCUPATIONAL AND ENVIRONMENTAL SAFETY ENGINEERING & MANAGEMENT, Issue 19th, 24-25, November 2022, 2022, Page(s) 351- 358, ISBN 9788660931124
Publisher: University of Niš, Faculty of Occupational Safety

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

Author(s): Aayush Jain, Philip Long, Valeria Villani, John D. Kelleher, Maria Chiara Leva
Published in: 2024 IEEE International Conference on Robotics and Automation (ICRA), Issue 13-17 May 2024, 2024, Page(s) 12993-12999
Publisher: IEEE
DOI: 10.1109/icra57147.2024.10611654

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

Author(s): Carlos Albarrán Morillo, Maria Chiara Leva, Micaela Demichela
Published in: Proceeding of the 33rd European Safety and Reliability Conference, Issue 33rd, 3-8 September 2023, 2023, Page(s) 2983-2990
Publisher: 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

Author(s): Carlos Albarrán Morillo, Micaela Demichela
Published in: AHFE International, Neuroergonomics and Cognitive Engineering, Issue 102, 2023, Page(s) 160-170
Publisher: AHFE International
DOI: 10.54941/ahfe1003016

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

Author(s): Chidera Amazu, John Mcgrory, Maria Chiara Leva, Gabriele Baldissone, Davide Fissore, Micaela Demichela
Published in: AHFE International, Human Interaction and Emerging Technologies (IHIET 2024), Issue 157, 2024, Page(s) 116-125
Publisher: AHFE International
DOI: 10.54941/ahfe1005470

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

Author(s): Amazu, Chidera Winifred; Mietkiewicz, Joseph; Abbas, Ammar N.; Baldissone, Gabriele; Demichela, Micaela; Fissore, Davide; Leva, Maria Chiara
Published in: Advances in Reliability, Safety and Security, Issue Part 5, 2024, ISBN 978-83-68136-04-3
Publisher: Polish Safety and Reliability Association

Other (2)

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

Author(s): Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Anders L. Madsen, Maria Chiara Leva
Published in: 2025
Publisher: Arxiv
DOI: 10.48550/arxiv.2508.10917

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

Author(s): Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Published in: 2025
Publisher: Arxiv
DOI: 10.21203/rs.3.rs-3918353/v1

Peer reviewed articles (24)

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

Author(s): Shi Huxiao, Albarran Morillo Carlos, Baldissone Gabriele, Demichela Micaela
Published in: CHEMICAL ENGINEERING TRANSACTIONS, Issue 111, 2024, Page(s) 211-216, ISSN 2283-9216
Publisher: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111036

Exploring Wearable Devices for Enhanced ErgonomicSolutions: a Pharmaceutical Case Study

Author(s): Carlos Albarrán Morillo , Micaela Demichela, John F. Suárez-Pérezb, Nasli Yuceti Miranda Arandiac , Mónica Andrea Camargo Salinas
Published in: CHEMICAL ENGINEERING TRANSACTIONS, Issue 116, 2025, Page(s) 25-30, ISSN 2283-9216
Publisher: 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

Author(s): Albarran Morillo, Carlos; Micaela, Demichela
Published in: Chemical Engineering Transactions, Issue 99, 2023, Page(s) 163-168, ISSN 2283-9216
Publisher: The Italian Association of Chemical Engineering
DOI: 10.3303/cet2399028

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

Author(s): Chidera Winifred Amazu; Micaela Demichela; Davide Fissore; Maria Chiara Leva
Published in: Chemical Engineering Transactions, Issue 111, 2024, Page(s) 223-228, ISSN 2283-9216
Publisher: 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

Author(s): 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
Published in: International Journal of Human–Computer Interaction, Issue 41, 2025, Page(s) 7218-7252, ISSN 1044-7318
Publisher: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/10447318.2024.2391605

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

Author(s): Maria Chiara Leva, Micaela Demichela, Carlos Albarrán Morillo, Franco Modaffari, Lorenzo Comberti
Published in: Sustainability, Issue 15, 2023, Page(s) 11097, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su151411097

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

Author(s): Devesh Jawla, John Kelleher
Published in: Frontiers in Artificial Intelligence, Issue 8, 2025, ISSN 2624-8212
Publisher: Frontiers Media SA
DOI: 10.3389/frai.2025.1444891

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

Author(s): 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
Published in: Data in Brief, Issue 53, 2024, Page(s) 110170, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2024.110170

Collaborative Intelligence for Safety-Critical Industries: A Literature Review

Author(s): Inês F. Ramos, Gabriele Gianini, Maria Chiara Leva, Ernesto Damiani
Published in: Information, Issue 15, 2025, Page(s) 728, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info15110728

Enhancing Control Room Operator Decision Making

Author(s): Joseph Mietkiewicz, Ammar N. Abbas, Chidera W. Amazu, Gabriele Baldissone, Anders L. Madsen, Micaela Demichela, Maria Chiara Leva
Published in: Processes, Issue 12, 2024, Page(s) 328, ISSN 2227-9717
Publisher: 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

Author(s): Carlo Caiazzo, Marija Savkovic, Milos Pusica, Djordje Milojevic, Maria Chiara Leva, Marko Djapan
Published in: Machines, Issue 11, 2023, Page(s) 995, ISSN 2075-1702
Publisher: MDPI AG
DOI: 10.3390/machines11110995

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

Author(s): Shakra Mehak, Inês F. Ramos, Keerthi Sagar, Aswin Ramasubramanian, John D. Kelleher, Michael Guilfoyle, Gabriele Gianini, Ernesto Damiani, Maria Chiara Leva
Published in: Frontiers in Robotics and AI, Issue 11, 2024, ISSN 2296-9144
Publisher: Frontiers Media SA
DOI: 10.3389/frobt.2024.1434351

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

Author(s): Albarran Morillo Carlos; Shi Huxiao; Baldissone Gabriele; Demichela Micaela
Published in: Chemical Engineering Transactions, Issue 111, 2024, Page(s) 193-198, ISSN 2283-9216
Publisher: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111033

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

Author(s): Miloš Pušica, Aneta Kartali, Luka Bojović, Ivan Gligorijević, Jelena Jovanović, Maria Chiara Leva, Bogdan Mijović
Published in: Brain Sciences, Issue 14, 2025, Page(s) 149, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci14020149

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

Author(s): David Javier Castro Rodriguez, Joseph Mietkiewicz, Morena Vitale, Gabriele Baldissone, Antonello A. Barresi, Micaela Demichela
Published in: Heliyon, Issue 10, 2025, Page(s) e31610, ISSN 2405-8440
Publisher: Elsevier BV
DOI: 10.1016/j.heliyon.2024.e31610

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

Author(s): Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Houda Briwa, Andres Alonso-Perez, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Maria Chiara Leva
Published in: International Journal of Human–Computer Interaction, Issue 41, 2025, Page(s) 6300-6317, ISSN 1044-7318
Publisher: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/10447318.2024.2376354

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

Author(s): Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Published in: Data & Knowledge Engineering, Issue 149, 2023, Page(s) 102240, ISSN 0169-023X
Publisher: Elsevier BV
DOI: 10.1016/j.datak.2023.102240

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

Author(s): Doaa Almhaithawi, Alessandro Bellini, Georgios C. Chasparis, Tania Cerquitelli
Published in: Journal of Imaging, Issue 11, 2025, Page(s) 33, ISSN 2313-433X
Publisher: MDPI AG
DOI: 10.3390/jimaging11020033

Action Recognition for Human–Robot Teaming: Exploring Mutual Performance Monitoring Possibilities

Author(s): Shakra Mehak, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva
Published in: Machines, Issue 12, 2025, Page(s) 45, ISSN 2075-1702
Publisher: MDPI AG
DOI: 10.3390/machines12010045

Toward Unbiased High-Quality Portraits through Latent-Space Evaluation

Author(s): Doaa Almhaithawi, Alessandro Bellini, Tania Cerquitelli
Published in: Journal of Imaging, Issue 10, 2024, Page(s) 157, ISSN 2313-433X
Publisher: MDPI AG
DOI: 10.3390/jimaging10070157

Neural Network Models for Prostate Zones Segmentation in Magnetic Resonance Imaging

Author(s): Saman Fouladi, Luca Di Palma, Fatemeh Darvizeh, Deborah Fazzini, Alessandro Maiocchi, Sergio Papa, Gabriele Gianini, Marco Alì
Published in: Information, Issue 16, 2025, Page(s) 186, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info16030186

Human performance in manufacturing tasks: Optimization and assessment of required workload and capabilities

Author(s): Maria Chiara Leva, Micaela Demichela, Lorenzo Comberti, Alberto Caimo
Published in: Safety Science, Issue 154, 2023, Page(s) 105838, ISSN 0925-7535
Publisher: Elsevier BV
DOI: 10.1016/j.ssci.2022.105838

Development of Modular and Adaptive Laboratory Set-Up for Neuroergonomic and Human-Robot Interaction Research

Author(s): Marija Savković, Carlo Caiazzo, Marko Djapan, Arso M. Vukićević, Miloš Pušica, and Ivan Mačužić
Published in: Frontiers in Neurorobotics, Issue Volumen 16, 2022, ISSN 1662-5218
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnbot.2022.863637

Decision Making for Process Control Management in Control Rooms: a Survey Methodology and Initial Findings

Author(s): Amazu Chidera; Abbas Ammar; Demichela Micaela; Fissore Davide
Published in: Chemical Engineering Transactions, Issue 99, 2023, Page(s) 271-276, ISSN 2283-9216
Publisher: The Italian Association of Chemical Engineering
DOI: 10.3303/cet2399046

Book chapters (3)

Exploring Latent Space Using a Non-linear Dimensionality Reduction Algorithm for Style Transfer Application

Author(s): Almhaithawi, D., Bellini, A., Cuomo, S.
Published in: Communications in Computer and Information Science book series, 2022, ISBN 978-3-031-15742-4
Publisher: Springer Nature Switzerland AG
DOI: 10.1007/978-3-031-15743-1_26

Unlabeled Multimodal Datasets for Robust Emotion Recognition

Author(s): Inês F. Ramos, Gabriele Gianini, Ernesto Damian
Published in: Communications in Computer and Information Science, Management of Digital EcoSystems, Issue 2518, 2025, Page(s) 131-144, ISBN 978-3-031-93598-5
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-93598-5_10

Enhancing Control Room Operator Decision Making: An Application of Dynamic Influence Diagrams in Formaldehyde Manufacturing

Author(s): Joseph Mietkiewicz, Anders L. Madsen
Published in: Lecture Notes in Computer Science, Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Issue 14294, 2023, Page(s) 15-26, ISBN 978-3-031-45608-4
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-45608-4_2