Collaborative Intelligence for Safety Critical systems

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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