Beatrice Lazzerini

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 28

Top Venues

IEEE Trans. Ind. Informatics

IECON

ISM

IJCNN

Publications

Francesco Pistolesi, Michele Baldassini, Beatrice 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. Comput. Ind. 155 (2024)
Antonio Di Tecco, Francesco Pistolesi, Beatrice Lazzerini
Elicitation of Anxiety Without Time Pressure and Its Detection Using Physiological Signals and Artificial Intelligence: A Proof of Concept. IEEE Access 12 (2024)
Francesco Pistolesi, Beatrice Lazzerini
Guest Editorial: AI for Efficiency and Sustainability in Assembly/Disassembly Industrial Processes. IEEE Trans. Ind. Informatics 19 (5) (2023)
Francesco Pistolesi, Michele Baldassini, Beatrice Lazzerini
Are You Sitting With Good Posture? Tracking the Position of the Legs via 2-D LiDAR. IEEE Embed. Syst. Lett. 15 (3) (2023)
Francesco Pistolesi, Michele Baldassini, Beatrice Lazzerini
Speech-Based Detection of In-Car Escalating Arguments to Prevent Distracted Driving. BigData (2023)
Michele Baldassini, Francesco Pistolesi, Beatrice Lazzerini
Detecting happiness from 14-channel binary-valued EEG charts via deep learning. ISM (2022)
Francesco Pistolesi, Michele Baldassini, Beatrice Lazzerini
A smartphone app to collect emotion-labeled signals in the wild using a body sensor network. ISM (2022)
Michela Dalle Mura, Francesco Pistolesi, Gino Dini, Beatrice Lazzerini
End-of-life product disassembly with priority-based extraction of dangerous parts. J. Intell. Manuf. 32 (3) (2021)
Beatrice Lazzerini, Francesco Pistolesi
A neural classifier to evaluate the role of image resolution in the perception of color differences. IJCNN (2020)
Francesco Pistolesi, Beatrice Lazzerini
Assessing the Risk of Low Back Pain and Injury via Inertial and Barometric Sensors. IEEE Trans. Ind. Informatics 16 (11) (2020)
Eleonora D'Andrea, Beatrice Lazzerini, Francesco Marcelloni
A System for Multi-Passenger Urban Ridesharing Recommendations with Ordered Multiple Stops. Comput. J. 63 (5) (2020)
Francesco Pistolesi, Beatrice Lazzerini
TeMA: A Tensorial Memetic Algorithm for Many-Objective Parallel Disassembly Sequence Planning in Product Refurbishment. IEEE Trans. Ind. Informatics 15 (6) (2019)
Abdullah Khan, Luciano Serafini, Loris Bozzato, Beatrice Lazzerini
Event Detection from Video Using Answer Set Programing. CILC (2019)
Abdullah Khan, Loris Bozzato, Luciano Serafini, Beatrice Lazzerini
Visual Reasoning on Complex Events in Soccer Videos Using Answer Set Programming. GCAI (2019)
Beatrice Lazzerini, Francesco Pistolesi
A Neural System for Faithful Color Reproduction in Industrial Printing Processes. IJCNN (2018)
Beatrice Lazzerini, Francesco Pistolesi
Multiobjective Personnel Assignment Exploiting Workers' Sensitivity to Risk. IEEE Trans. Syst. Man Cybern. Syst. 48 (8) (2018)
Beatrice Lazzerini, Francesco Pistolesi
An Integrated Optimization System for Safe Job Assignment Based on Human Factors and Behavior. IEEE Syst. J. 12 (2) (2018)
Francesco Pistolesi, Beatrice Lazzerini, Michela Dalle Mura, Gino Dini
EMOGA: A Hybrid Genetic Algorithm With Extremal Optimization Core for Multiobjective Disassembly Line Balancing. IEEE Trans. Ind. Informatics 14 (3) (2018)
Alice Buffi, Eleonora D'Andrea, Beatrice Lazzerini, Paolo Nepa
UHF-RFID smart gate: Tag action classifier by artificial neural networks. RFID-TA (2017)
Beatrice Lazzerini, Francesco Pistolesi
Artificial Bee Colony Optimization to Reallocate Personnel to Tasks Improving Workplace Safety. MOD (2017)
Eleonora D'Andrea, Fabio Di Francesco, Valentina Dini, Beatrice Lazzerini, Marco Romanelli, Pietro Salvo
Physical activity recognition from sub-bandage sensors using both feature selection and extraction. ESANN (2017)
Eleonora D'Andrea, Beatrice Lazzerini
An ensemble of learning machines for quantitative analysis of bronze alloys. IECON (2016)
Marco Cococcioni, Beatrice Lazzerini, Francesco Pistolesi
A semi-supervised learning-aided evolutionary approach to occupational safety improvement. CEC (2016)
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni, Francesco Pistolesi
Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS. SAC (2016)
Beatrice Lazzerini, Francesco Pistolesi
Human factors-based many-objective personnel recruitment for safety-critical work environments. IECON (2016)
Eleonora D'Andrea, David Di Lorenzo, Beatrice Lazzerini, Francesco Marcelloni, Fabio Schoen
Path Clustering Based on a Novel Dissimilarity Function for Ride-Sharing Recommenders. SMARTCOMP (2016)
Eleonora D'Andrea, Beatrice Lazzerini, Vincenzo Palleschi, Stefano Pagnotta
Determining the composition of bronze alloys by means of high-dimensional feature selection and Artificial Neural Networks. I2MTC (2015)
Eleonora D'Andrea, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Real-Time Detection of Traffic From Twitter Stream Analysis. IEEE Trans. Intell. Transp. Syst. 16 (4) (2015)
Beatrice Lazzerini, Francesco Pistolesi
Classifying Workers into Risk Sensibility Profiles: A Neural Network Approach. EMS (2014)
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Witold Pedrycz
Genetic interval neural networks for granular data regression. Inf. Sci. 257 (2014)
Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello
A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning. Neurocomputing 135 (2014)
Beatrice Lazzerini, Sara Lioba Volpi
Classifier ensembles to improve the robustness to noise of bearing fault diagnosis. Pattern Anal. Appl. 16 (2) (2013)
Beatrice Lazzerini, Francesco Pistolesi
Profiling risk sensibility through association rules. Expert Syst. Appl. 40 (5) (2013)
Giuseppe Anastasi, Michela Antonelli, Alessio Bechini, Simone Brienza, Eleonora D'Andrea, Domenico De Guglielmo, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni, Armando Segatori
Urban and social sensing for sustainable mobility in smart cities. SustainIT (2013)
Marco Cococcioni, Beatrice Lazzerini, Sara Lioba Volpi
Robust Diagnosis of Rolling Element Bearings Based on Classification Techniques. IEEE Trans. Ind. Informatics 9 (4) (2013)
Beatrice Lazzerini, Francesco Pistolesi
Efficient energy dispatching in smart microgrids using an integration of fuzzy AHP and TOPSIS assisted by linear programming. EUSFLAT Conf. (2013)
Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello
A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders. J. Ambient Intell. Humaniz. Comput. 4 (4) (2013)
Eleonora D'Andrea, Beatrice Lazzerini
A hierarchical approach to multi-class fuzzy classifiers. Expert Syst. Appl. 40 (9) (2013)
Eleonora D'Andrea, Beatrice Lazzerini
HFRBC-GA: A fuzzy classifier for energy systems applications. SustainIT (2013)
Elena Bernasconi, Franco Filippi, Beatrice Lazzerini, Benedetta Niccolini, Gianluca Petronella
An integrated approach based on business process modeling and fuzzy logic for risk identification and evaluation in production processes. Intell. Decis. Technol. 7 (2) (2013)
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Alessandro Ciaramella
An adaptive rule-based approach for managing situation-awareness. Expert Syst. Appl. 39 (12) (2012)
Marco Cococcioni, Eleonora D'Andrea, Beatrice Lazzerini
One day-ahead forecasting of energy production in solar photovoltaic installations: An empirical study. Intell. Decis. Technol. 6 (3) (2012)
Eleonora D'Andrea, Beatrice Lazzerini
Computational intelligence techniques for solar photovoltaic system applications. SustainIT (2012)
Eleonora D'Andrea, Beatrice Lazzerini, S. L. del Rosario
Neural network-based forecasting of energy consumption due to electric lighting in office buildings. SustainIT (2012)
Eleonora D'Andrea, Beatrice Lazzerini
Fuzzy forecasting of energy production in solar photovoltaic installations. FUZZ-IEEE (2012)
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Witold Pedrycz
Granular Data Regression with Neural Networks. WILF (2011)
Marco Cococcioni, Eleonora D'Andrea, Beatrice Lazzerini
24-hour-ahead forecasting of energy production in solar PV systems. ISDA (2011)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index. Soft Comput. 15 (10) (2011)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity. Soft Comput. 15 (12) (2011)
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
A collaborative situation-aware scheme for mobile service recommendation. ISDA (2011)
Beatrice Lazzerini, Lusine Mkrtchyan
Analyzing Risk Impact Factors Using Extended Fuzzy Cognitive Maps. IEEE Syst. J. 5 (2) (2011)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection. GEFS (2011)
Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni
An intelligent system for detecting faults in photovoltaic fields. ISDA (2011)
Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
Computer-aided detection of lung nodules based on decision fusion techniques. Pattern Anal. Appl. 14 (3) (2011)
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems. Appl. Soft Comput. 11 (1) (2011)
Sara Lioba Volpi, Marco Cococcioni, Beatrice Lazzerini, Dan C. Stefanescu
Rolling element bearing diagnosis using convex hull. IJCNN (2010)
Beatrice Lazzerini, Francesco Marcelloni, Massimo Vecchio
A multi-objective evolutionary approach to image quality/compression trade-off in JPEG baseline algorithm. Appl. Soft Comput. 10 (2) (2010)
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
Using context history to personalize a resource recommender via a genetic algorithm. ISDA (2010)
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
A Situation-Aware Resource Recommender Based on Fuzzy and Semantic Web Rules. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18 (4) (2010)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems. FUZZ-IEEE (2010)
Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets. Soft Comput. 14 (7) (2010)
Marco Cococcioni, Eleonora D'Andrea, Beatrice Lazzerini
Providing PRTools with fuzzy rule-based classifiers. FUZZ-IEEE (2010)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework. Int. J. Approx. Reason. 50 (7) (2009)
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web. ISDA (2009)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. HAIS (2009)
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu
Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index. Soft Comput. 13 (5) (2009)
Mario G. C. A. Cimino, Witold Pedrycz, Beatrice Lazzerini, Francesco Marcelloni
Using multilayer perceptrons as receptive fields in the design of neural networks. Neurocomputing 72 (10-12) (2009)
Beatrice Lazzerini, Marco Cococcioni, Sara Lioba Volpi
Rolling Element Bearing Fault Classification Using Soft Computing Techniques. SMC (2009)
Rafael Alcalá, Pietro Ducange, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems. IEEE Trans. Fuzzy Syst. 17 (5) (2009)
Marco Cococcioni, Beatrice Lazzerini, Sara Lioba Volpi
Automatic Diagnosis of Defects of Rolling Element Bearings Based on Computational Intelligence Techniques. ISDA (2009)
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
Using BPMN and Tracing for Rapid Business Process Prototyping Environments. ICEIS (3) (2009)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems. IFSA/EUSFLAT Conf. (2009)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems. Evol. Intell. 2 (1-2) (2009)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems. ISDA (2009)
Marco Cococcioni, Luca Foschini, Beatrice Lazzerini, Francesco Marcelloni
Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization. SMC (2008)
Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu
A Multi-Classifier System for Pulmonary Nodule Classification. CBMS (2008)
Pietro Ducange, Rafael Alcalá, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework. HAIS (2008)
Marco Cococcioni, Giovanni Corsini, Beatrice Lazzerini, Francesco Marcelloni
Solving the ocean color inverse problem by using evolutionary multi-objective optimization of neuro-fuzzy systems. Int. J. Knowl. Based Intell. Eng. Syst. 12 (5-6) (2008)
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni
Context adaptation of mamdani fuzzy rule based systems. Int. J. Intell. Syst. 23 (4) (2008)
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems. HIS (2008)
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification. HIS (2008)
Beatrice Lazzerini, Francesco Marcelloni
A Hierarchical Fuzzy Clustering-based System to Create User Profiles. Soft Comput. 11 (2) (2007)
Michela Antonelli, Marco Cococcioni, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
Modelling a Team of Radiologists for Lung Nodule Detection in CT Scans. KES (1) (2007)
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu
Exploiting Fuzzy Ordering Relations to Preserve Interpretability in Context Adaptation of Fuzzy Systems. FUZZ-IEEE (2007)
Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
Evolutionary Multi-Objective Optimization of Fuzzy Rule-Based Classifiers in the ROC Space. FUZZ-IEEE (2007)
Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization. IEEE Congress on Evolutionary Computation (2007)
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
Estimating the concentration of optically active constituents of sea water by Takagi-Sugeno models with quadratic rule consequents. Pattern Recognit. 40 (10) (2007)
Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems. Soft Comput. 11 (11) (2007)
Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni
Combining supervised and unsupervised learning for data clustering. Neural Comput. Appl. 15 (3-4) (2006)
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni
Context Adaptation of Mamdani Fuzzy Systems through New Operators Tuned by a Genetic Algorithm. FUZZ-IEEE (2006)
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
A novel approach to fuzzy clustering based on a dissimilarity relation extracted from data using a TS system. Pattern Recognit. 39 (11) (2006)
Alessio Bechini, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Andrea Tomasi
A General Framework for Food Traceability. SAINT Workshops (2005)
Marco Cococcioni, Pierluigi Guasqui, Beatrice Lazzerini, Francesco Marcelloni
Identification of Takagi-Sugeno Fuzzy Systems Based on Multi-objective Genetic Algorithms. WILF (2005)
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni
Integrating service-oriented technologies to support business processes. CEC Workshops (2005)
Michela Antonelli, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
Automated Detection of Pulmonary Nodules in CT Scans. CIMCA/IAWTIC (2005)
Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni
A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm. Soft Comput. 9 (6) (2005)
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Andrea Tomasi
Cerere: an information system supporting traceability in the food supply chain. CEC Workshops (2005)
Michela Antonelli, Beatrice Lazzerini, Francesco Marcelloni
Segmentation and reconstruction of the lung volume in CT images. SAC (2005)
Michela Antonelli, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
Lung Nodule Detection in CT Scans. International Conference on Computational Intelligence (2004)
Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni
A fuzzy relational clustering algorithm based on a dissimilarity measure extracted from data. IEEE Trans. Syst. Man Cybern. Part B 34 (1) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Beatrice Lazzerini