Publications


Book chapters


B. Lazzerini, and F. Pistolesi
Artificial Bee Colony Optimization to Reallocate Personnel to Tasks Improving Workplace Safety, in Machine Learning, Optimization and Big Data, vol. 10710 of the Lecture Notes in Computer Science book series, pp. 210-221, Springer, 2018. BibTeX - DOI


International Journals


A. Di Tecco, F. Pistolesi, and B. Lazzerini
Elicitation of Anxiety without Time Pressure and its Detection using Physiological Signals and Artificial Intelligence: a Proof of Concept, IEEE Access, ISSN 0166-3615, vol. X, n. X, pp. X-Y, 2024 [to appear]. BibTeX - DOI

F. Pistolesi, M. Baldassini, and B. Lazzerini
A human-centric system combining smartwatch and LiDAR data to assess the risk of musculoskeletal disorders and improve ergonomics of Industry 5.0 manufacturing workers, Computers in Industry, Elsevier, ISSN 0166-3615, vol. 155, pp. 105042, 2023. BibTeX - DOI

F. Pistolesi, and B. Lazzerini
Guest Editorial: AI for Efficiency and Sustainability in Assembly/Disassembly Industrial Processes, IEEE Transactions on Industrial Informatics, ISSN 1943-0663, vol. 19, n. 5, pp. 7145-7147, 2023. BibTeX - DOI

F. Pistolesi, M. Baldassini, and B. Lazzerini
Are You Sitting with Good Posture? Tracking the Position of the Legs via 2D LiDAR,
IEEE Embedded Systems Letters, ISSN 1943-0663, vol. 1, pp. 1-4, 2022. BibTeX - DOI

M. Dalle Mura, F. Pistolesi, G. Dini, and B. Lazzerini
End-of-life product disassembly with priority-based extraction of dangerous parts,
Journal of Intelligent Manufacturing, Springer, ISSN 0956-5515, vol. 32, pp. 837-854, 2021. BibTeX - DOI

F. Pistolesi, and B. Lazzerini
Assessing the Risk of Low Back Pain and Injury via Inertial and Barometric Sensors,
IEEE Transactions on Industrial Informatics, ISSN 1551-3203, vol. 16, n. 11, pp. 7199-7208, 2020. BibTeX - DOI

F. Pistolesi, and B. Lazzerini
TeMA: a Tensorial Memetic Algorithm for Many-Objective Parallel Disassembly Sequence Planning in Product Refurbishment, IEEE Transactions on Industrial Informatics, ISSN 1551-3203, vol. 15, n. 6, pp. 3743-3753, 2019. BibTeX - DOI

F. Pistolesi, B. Lazzerini, M. Dalle Mura, and G. Dini
EMOGA: a Hybrid Genetic Algorithm with Extremal Optimization Core for Multiobjective Disassembly Line Balancing, IEEE Transactions on Industrial Informatics, ISSN 1551-3203, vol. 14, n. 3, pp. 1089-1098, 2018. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
Multiobjective Personnel Assignment Exploiting Workers' Sensitivity to Risk,
IEEE Transactions on Systems, Man, and Cybernetics: Systems, ISSN 2168-2216, vol. 48 , n. 8 , pp. 1267-1282 , 2018. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
An Integrated Optimization System for Safe Job Assignment Based on Human Factors and Behavior, IEEE Systems Journal, ISSN 1932-8184, vol. 12, n. 2, pp. 1158-1169, 2017. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
Profiling risk sensibility through association rules, Expert Systems with Applications, Elsevier, ISSN 0957-4174, vol. 40, n. 5, pp. 1484-1490, 2013. BibTeX - DOI


International Conferences


F. Pistolesi, M. Baldassini, and B. Lazzerini
Speech-Based Detection of In-Car Escalating Arguments to Prevent Distracted Driving, Proceedings of the IEEE International Conference on Big Data (BigData 2023), Sorrento, IT, pp. , 15-18 December, 2023. BibTeX - DOI

F. Pistolesi, M. Baldassini, and B. Lazzerini
A smartphone app to collect emotion-labeled signals in the wild using a body sensor network, Proceedings of the 24th IEEE International Symposium on Multimedia (ISM 2022), Naples, IT, pp. , 5-7 December, 2022. BibTeX - DOI

M. Baldassini, F. Pistolesi, and B. Lazzerini
Detecting happiness from 14-channel binary-valued EEG charts via deep learning, Proceedings of the 24th IEEE International Symposium on Multimedia (ISM 2022), Naples, IT, pp. , 5-7 December, 2022. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
A Neural Classifier to Evaluate the Role of Image Resolution in the Perception of Color Differences, Proceedings of the 33rd International Joint Conference on Neural Networks (IJCNN 2020) - part of the 2020 IEEE World Congress on Computational Intelligence (WCCI 2020), Glasgow, UK, pp. , 19-24 July, 2020. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
A Neural System for Faithful Color Reproduction in Industrial Printing Processes,
Proceedings of the 31st International Joint Conference on Neural Networks (IJCNN 2018) - part of the 2018 IEEE World Congress on Computational Intelligence (WCCI 2018), Rio de Janeiro, BR, pp. , 8-13 July, 2018. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
Human Factors-Based Many-Objective Personnel Recruitment for Safety-Critical Work Environments, Proceedings of the 42nd Annual Conference of the IEEE Industrial Electronics Society (IECON 2016), Florence, IT, pp. 5897-5903, 24-27 October, 2016. BibTeX - DOI

M. Cococcioni, B. Lazzerini, and F. Pistolesi
A Semi-Supervised Learning-Aided Evolutionary Approach to Occupational Safety Improvement, Proceedings of the 18th IEEE Congress on Evolutionary Computation (CEC 2016) - part of the 2016 IEEE World Congress on Computational Intelligence (WCCI 2016), Vancouver, CA, pp. 3695-3701, 24-29 July, 2016. BibTeX - DOI

M. Cococcioni, B. Lazzerini, F. Marcelloni, and F. Pistolesi
Solving the Environmental Economic Dispatch Problem with Prohibited Operating Zones in Microgrids using NSGA-II and TOPSIS, Proceedings of the 31st ACM Symposium on Applied Computing (SAC 2016), Pisa, IT, pp. 2154-2157, 4-8 April, 2016. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
A Linear Programming-Driven MCDM Approach for Multi-Objective Economic Dispatch in Smart Grids, Proceedings of the IEEE/SAI Intelligent Systems Conference (INTELLISYS 2015), London, UK, pp. 475-484, 10-11 November, 2015. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
Neural Network-Based Objectives Prioritization for Multi-Objective Economic Dispatch in Microgrids, Proceedings of the 7th IEEE/SICE International Symposium on System Integration (SII 2014), Tokyo, JP, pp. 665-671, 13-15 December, 2014. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
Classifying Workers into Risk Sensibility Profiles: a Neural Network Approach, Proceedings of the 8th UKSim-AMSS European Modelling Symposium on Mathematical Modelling and Computer Simulation (EMS 2014), IEEE, Pisa, IT, pp. 33-38, 21-23 October, 2014. BibTeX - DOI

B. Lazzerini, and F. Pistolesi
Efficient energy dispatching in smart microgrids using an integration of fuzzy AHP and TOPSIS assisted by linear programming, Proceedings of the 8th Conference of European Society for Fuzzy Logic and Technology (EUSFLAT 2013), Milan, IT, pp. 310-317, 11-13 September, 2013. BibTeX - DOI


National conferences


M. Dalle Mura, F. Pistolesi, and G. Dini
Pareto-based Optimization using a Genetic Algorithm in Disassembly Line Balancing Problem, Proceedings of the 13th Convegno dell’Associazione Italiana di Tecnologia Meccanica (AITEM 2017), Pisa, IT, pp., 11-13 September, 2017. BibTeX - DOI


PhD Thesis


F. Pistolesi
Innovative models and methodologies for multi-objective optimization, decision making and knowledge discovery, with applications, Leonardo da Vinci doctoral school of Engineering - University of Pisa, 2014, Doctoral Advisors: Prof. Beatrice Lazzerini and Prof. Francesco Marcelloni.