Collaborative Intelligence for Safety Critical systems

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Evaluating Safety and Productivity Relationship in Human-Robot Collaboration

Autores: Aayush Jain, Shakra Mehak, Philip Long, John D. Kelleher4, Michael Guilfoyle, and Maria Chiara Leva
Publicado en: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022
Editor: 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

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

Action Classification in Human Robot Interaction Cells in Manufacturing

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

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

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

Defect Detection In Vehicle Painting: Case Study

Autores: Doaa Almhaithawia, Alessandro Bellinib
Publicado en: ESREL 2024 Collection of Extended Abstracts, Edición 34th, 23-27 June 2024, 2024, ISBN 978-83-68136-10-4
Editor: Polish Safety and Reliability Association

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

Autores: Joseph Mietkiewicz, Ammar N. Abbas, Chidera Winifred Amazu, Anders L. Madsen, Gabriele Baldissone
Publicado en: Proceeding of the 33rd European Safety and Reliability Conference, Edición 33rd, 3-8 September 2023, 2023, Página(s) 2806-2813
Editor: 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

Autores: Shakra Mehak, Aayush Jain, John D. Kelleher, Philip Long, Michael Guilfoyle, Maria Chiara Leva
Publicado en: Proceeding of the 33rd European Safety and Reliability Conference, Edición 33rd, 3-8 September 2023, 2023, Página(s) 2991-2998
Editor: 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

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

Improvement of the Fine tuning algorithm

Autores: Mietkiewicz, Joseph; Madsen, Anders Læsø
Publicado en: BNAIC/BeNeLearn 2022, Edición 7 – 9 November 9, 2022, 2022
Editor: University of Antwerp
DOI: 10.21427/7kqm-cq71

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

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

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

Autores: Ajeni Ari, Joseph Mietkiewicz, Maria Chiara Leva, Lorraine D'Arcy, and Mary Kinahan
Publicado en: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022
Editor: 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

Autores: Aayush Jain, Philip Long, John D. Kelleher, Maria Chiara Leva
Publicado en: Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference, Edición 35rd, 15-19 June 2025, 2025, ISBN 978-981-94-3281-3
Editor: 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

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

Autores: Carlo Caiazzo, Snežana Nestić, Marija Savković
Publicado en: Lecture Notes in Networks and Systems, Edición LNNS,volume 562, 2022, ISBN 978-3-031-18645-5
Editor: 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

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

Framework of Modular Industrial Assembly Workstations in a Collaborative Environment

Autores: Carlo Caiazzo, Marija Savković, Milan Radenković, Arso Vukićević, Miloš Jovičić, and Marko Djapan
Publicado en: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022, ISBN 978-981-18-5183-4
Editor: 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

Autores: Ammar N. Abbas, Georgios C. Chasparis & John D. Kelleher
Publicado en: Lecture Notes in Computer Science, Edición LNCS,volume 13428, 2022, ISBN 978-3-031-12670-3
Editor: Springer Nature
DOI: 10.1007/978-3-031-12670-3_12

On the Construction of Numerical Models through a Prime Convolutional Approach

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

Visual Mental Workload Assessment from EEG in Manual Assembly Task

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

ARCHITECTURE OF HUMAN-ROBOT COLLABORATION IN MANUFACTURING INDUSTRIES

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

Framework of a Neuroergonomic Assessment in Human-Robot Collaboration

Autores: Carlo Caiazzo, Marija Savkovi\'c, Miloš Pušica, Nastasija Nikolic, Djordje Milojevic, Marko Djapan
Publicado en: Proceeding of the 33rd European Safety and Reliability Conference, Edición 33rd, 3-8 September 2023, 2023, Página(s) 2814-2820, ISBN 978-981-18-8071-1
Editor: 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

Autores: Carlos Albarrán Morillo, Micaela Demichela, Devesh Jawla, John Kelleher
Publicado en: AHFE International, Human Factors and Wearable Technologies, Edición 141, 2024, Página(s) 28-36
Editor: AHFE International
DOI: 10.54941/ahfe1005052

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

Autores: Inês Filipa Fernandes Ramos, Gabriele Gianini, Ernesto Damiani
Publicado en: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Página(s) 3210-3217
Editor: 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

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

USING NEURAL NETWORK WITH CONVOLUTION LAYER FOR AUTOMATICQUALITY INSPECTION

Autores: Marija Savković, Nikola Mijailović, Marko Djapan, Carlo Caiazzo
Publicado en: 19th International Scientific Conference on Industrial Systems, Edición 19th, 4-6 October 2023, 2023, Página(s) T5.1
Editor: Proceedings cover

Wearable Devices Enhancing Human Capabilities In Direct Enamel Painting Defect Detection

Autores: Albarran Morillo, Carlos; Demichela, Micaela
Publicado en: Advance in Reliability Safty and Security Collection of Extended Abstracts Part 1, Edición 33rd, 23-27 June 2024, 2024, Página(s) 191-192, ISBN 978-83-68136-10-4
Editor: Polish Safty and Reliability Association

Defect Detection In Vehicle Painting: Case Study

Autores: Doaa Almhaithawi, Alessandro Bellini
Publicado en: ESREL 2024 Collection of Extended Abstracts Part 1, Edición 34th, 23-27 June 2024, 2024, Página(s) 169-170, ISBN 978-83-68136-23-4
Editor: Polish Safety and Reliability Association

Data Driven Bayesian Network to Predict Critical Alarm

Autores: Joseph Mietkiewicz, Anders L. Madsen
Publicado en: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Edición 32, 28 August - 7 September, 2023, Página(s) 3252-3259, ISBN 978-981-18-5183-4
Editor: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s33-06-643

Alarm Management for Human Performance. Are We Getting Better?

Autores: Houda Briwa, Maria Chiara Leva, Rob Turner
Publicado en: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Edición 32rd, 28 August - 7 September, 2023, Página(s) 3242-3251, ISBN 978-981-18-5183-4
Editor: 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

Autores: Carlos Albarrán Morillo, Devesh Jawla, John D. Kelleher, and Micaela Demichela
Publicado en: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Edición 2022, 2022, ISBN 978-981-18-5183-4
Editor: 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

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

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

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

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

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

ADVANCED PHYSICAL ERGONOMICS AND NEUROERGONOMICS RESEARCH ON AN ASSEMBLY WORKSTATION

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

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

Autores: Aayush Jain, Philip Long, Valeria Villani, John D. Kelleher, Maria Chiara Leva
Publicado en: 2024 IEEE International Conference on Robotics and Automation (ICRA), Edición 13-17 May 2024, 2024, Página(s) 12993-12999
Editor: IEEE
DOI: 10.1109/icra57147.2024.10611654

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

Autores: Carlos Albarrán Morillo, Maria Chiara Leva, Micaela Demichela
Publicado en: Proceeding of the 33rd European Safety and Reliability Conference, Edición 33rd, 3-8 September 2023, 2023, Página(s) 2983-2990
Editor: 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

Autores: Carlos Albarrán Morillo, Micaela Demichela
Publicado en: AHFE International, Neuroergonomics and Cognitive Engineering, Edición 102, 2023, Página(s) 160-170
Editor: AHFE International
DOI: 10.54941/ahfe1003016

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

Autores: Chidera Amazu, John Mcgrory, Maria Chiara Leva, Gabriele Baldissone, Davide Fissore, Micaela Demichela
Publicado en: AHFE International, Human Interaction and Emerging Technologies (IHIET 2024), Edición 157, 2024, Página(s) 116-125
Editor: AHFE International
DOI: 10.54941/ahfe1005470

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

Autores: Amazu, Chidera Winifred; Mietkiewicz, Joseph; Abbas, Ammar N.; Baldissone, Gabriele; Demichela, Micaela; Fissore, Davide; Leva, Maria Chiara
Publicado en: Advances in Reliability, Safety and Security, Edición Part 5, 2024, ISBN 978-83-68136-04-3
Editor: Polish Safety and Reliability Association

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

Autores: Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas, Gabriele Baldissone, Davide Fissore, Micaela Demichela, Anders L. Madsen, Maria Chiara Leva
Publicado en: 2025
Editor: Arxiv
DOI: 10.48550/arxiv.2508.10917

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

Autores: Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Publicado en: 2025
Editor: 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

Autores: Shi Huxiao, Albarran Morillo Carlos, Baldissone Gabriele, Demichela Micaela
Publicado en: CHEMICAL ENGINEERING TRANSACTIONS, Edición 111, 2024, Página(s) 211-216, ISSN 2283-9216
Editor: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111036

Exploring Wearable Devices for Enhanced ErgonomicSolutions: a Pharmaceutical Case Study

Autores: Carlos Albarrán Morillo , Micaela Demichela, John F. Suárez-Pérezb, Nasli Yuceti Miranda Arandiac , Mónica Andrea Camargo Salinas
Publicado en: CHEMICAL ENGINEERING TRANSACTIONS, Edición 116, 2025, Página(s) 25-30, ISSN 2283-9216
Editor: 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

Autores: Albarran Morillo, Carlos; Micaela, Demichela
Publicado en: Chemical Engineering Transactions, Edición 99, 2023, Página(s) 163-168, ISSN 2283-9216
Editor: The Italian Association of Chemical Engineering
DOI: 10.3303/cet2399028

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

Autores: Chidera Winifred Amazu; Micaela Demichela; Davide Fissore; Maria Chiara Leva
Publicado en: Chemical Engineering Transactions, Edición 111, 2024, Página(s) 223-228, ISSN 2283-9216
Editor: 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

Autores: 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
Publicado en: International Journal of Human–Computer Interaction, Edición 41, 2025, Página(s) 7218-7252, ISSN 1044-7318
Editor: Lawrence Erlbaum Associates Inc.
DOI: 10.1080/10447318.2024.2391605

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

Autores: Maria Chiara Leva, Micaela Demichela, Carlos Albarrán Morillo, Franco Modaffari, Lorenzo Comberti
Publicado en: Sustainability, Edición 15, 2023, Página(s) 11097, ISSN 2071-1050
Editor: MDPI Open Access Publishing
DOI: 10.3390/su151411097

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

Autores: Devesh Jawla, John Kelleher
Publicado en: Frontiers in Artificial Intelligence, Edición 8, 2025, ISSN 2624-8212
Editor: Frontiers Media SA
DOI: 10.3389/frai.2025.1444891

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

Autores: 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
Publicado en: Data in Brief, Edición 53, 2024, Página(s) 110170, ISSN 2352-3409
Editor: Elsevier BV
DOI: 10.1016/j.dib.2024.110170

Collaborative Intelligence for Safety-Critical Industries: A Literature Review

Autores: Inês F. Ramos, Gabriele Gianini, Maria Chiara Leva, Ernesto Damiani
Publicado en: Information, Edición 15, 2025, Página(s) 728, ISSN 2078-2489
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info15110728

Enhancing Control Room Operator Decision Making

Autores: Joseph Mietkiewicz, Ammar N. Abbas, Chidera W. Amazu, Gabriele Baldissone, Anders L. Madsen, Micaela Demichela, Maria Chiara Leva
Publicado en: Processes, Edición 12, 2024, Página(s) 328, ISSN 2227-9717
Editor: 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

Autores: Carlo Caiazzo, Marija Savkovic, Milos Pusica, Djordje Milojevic, Maria Chiara Leva, Marko Djapan
Publicado en: Machines, Edición 11, 2023, Página(s) 995, ISSN 2075-1702
Editor: MDPI AG
DOI: 10.3390/machines11110995

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

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

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

Autores: Albarran Morillo Carlos; Shi Huxiao; Baldissone Gabriele; Demichela Micaela
Publicado en: Chemical Engineering Transactions, Edición 111, 2024, Página(s) 193-198, ISSN 2283-9216
Editor: The Italian Association of Chemical Engineering
DOI: 10.3303/cet24111033

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

Autores: Miloš Pušica, Aneta Kartali, Luka Bojović, Ivan Gligorijević, Jelena Jovanović, Maria Chiara Leva, Bogdan Mijović
Publicado en: Brain Sciences, Edición 14, 2025, Página(s) 149, ISSN 2076-3425
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci14020149

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

Autores: David Javier Castro Rodriguez, Joseph Mietkiewicz, Morena Vitale, Gabriele Baldissone, Antonello A. Barresi, Micaela Demichela
Publicado en: Heliyon, Edición 10, 2025, Página(s) e31610, ISSN 2405-8440
Editor: Elsevier BV
DOI: 10.1016/j.heliyon.2024.e31610

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

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

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

Autores: Ammar N. Abbas, Georgios C. Chasparis, John D. Kelleher
Publicado en: Data & Knowledge Engineering, Edición 149, 2023, Página(s) 102240, ISSN 0169-023X
Editor: Elsevier BV
DOI: 10.1016/j.datak.2023.102240

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

Autores: Doaa Almhaithawi, Alessandro Bellini, Georgios C. Chasparis, Tania Cerquitelli
Publicado en: Journal of Imaging, Edición 11, 2025, Página(s) 33, ISSN 2313-433X
Editor: MDPI AG
DOI: 10.3390/jimaging11020033

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

Autores: Shakra Mehak, John D. Kelleher, Michael Guilfoyle, Maria Chiara Leva
Publicado en: Machines, Edición 12, 2025, Página(s) 45, ISSN 2075-1702
Editor: MDPI AG
DOI: 10.3390/machines12010045

Toward Unbiased High-Quality Portraits through Latent-Space Evaluation

Autores: Doaa Almhaithawi, Alessandro Bellini, Tania Cerquitelli
Publicado en: Journal of Imaging, Edición 10, 2024, Página(s) 157, ISSN 2313-433X
Editor: MDPI AG
DOI: 10.3390/jimaging10070157

Neural Network Models for Prostate Zones Segmentation in Magnetic Resonance Imaging

Autores: Saman Fouladi, Luca Di Palma, Fatemeh Darvizeh, Deborah Fazzini, Alessandro Maiocchi, Sergio Papa, Gabriele Gianini, Marco Alì
Publicado en: Information, Edición 16, 2025, Página(s) 186, ISSN 2078-2489
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info16030186

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

Autores: Maria Chiara Leva, Micaela Demichela, Lorenzo Comberti, Alberto Caimo
Publicado en: Safety Science, Edición 154, 2023, Página(s) 105838, ISSN 0925-7535
Editor: Elsevier BV
DOI: 10.1016/j.ssci.2022.105838

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

Autores: Marija Savković, Carlo Caiazzo, Marko Djapan, Arso M. Vukićević, Miloš Pušica, and Ivan Mačužić
Publicado en: Frontiers in Neurorobotics, Edición Volumen 16, 2022, ISSN 1662-5218
Editor: Frontiers Research Foundation
DOI: 10.3389/fnbot.2022.863637

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

Autores: Amazu Chidera; Abbas Ammar; Demichela Micaela; Fissore Davide
Publicado en: Chemical Engineering Transactions, Edición 99, 2023, Página(s) 271-276, ISSN 2283-9216
Editor: The Italian Association of Chemical Engineering
DOI: 10.3303/cet2399046

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

Autores: Almhaithawi, D., Bellini, A., Cuomo, S.
Publicado en: Communications in Computer and Information Science book series, 2022, ISBN 978-3-031-15742-4
Editor: Springer Nature Switzerland AG
DOI: 10.1007/978-3-031-15743-1_26

Unlabeled Multimodal Datasets for Robust Emotion Recognition

Autores: Inês F. Ramos, Gabriele Gianini, Ernesto Damian
Publicado en: Communications in Computer and Information Science, Management of Digital EcoSystems, Edición 2518, 2025, Página(s) 131-144, ISBN 978-3-031-93598-5
Editor: 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

Autores: Joseph Mietkiewicz, Anders L. Madsen
Publicado en: Lecture Notes in Computer Science, Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Edición 14294, 2023, Página(s) 15-26, ISBN 978-3-031-45608-4
Editor: Springer, Cham
DOI: 10.1007/978-3-031-45608-4_2

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