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ORCIDFrancesco Marcelloni
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- affiliation: University of Pisa, Italy
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2020 – today
- 2025
[j97]José Luis Corcuera Bárcena
, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees. Inf. Fusion 113: 102598 (2025)- 2024
- [j96]Alessio Schiavo, Francesco Marcelloni, Pietro Ducange, Alessandro Renda, Fabrizio Ruffini, Renzo Dani:
On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data. IEEE Access 12: 162756-162768 (2024) - [j95]Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini:
Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson's Disease. Cogn. Comput. 16(6): 3051-3076 (2024) - [j94]José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange:
Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data. IEEE Trans. Artif. Intell. 5(12): 6426-6441 (2024) - [c113]Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Martina Marino, Roberta Matrella:
Continuous Monitoring of Body Shaming Actions in Social Networks. EAIS 2024: 1-8 - [c112]Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Alessio Schiavo:
XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images. EXPLAINS 2024: 27-37 - [c111]Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Witold Pedrycz:
Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images. EXPLAINS 2024: 108-115 - [c110]Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers. FUZZ 2024: 1-9 - [c109]Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini:
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering. FUZZ 2024: 1-10 - [c108]Pietro Ducange, Michela Fazzolari, Francesco Marcelloni:
Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification. HICSS 2024: 1784-1793 - [c107]Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Carlo Vallati, Francesco di Rienzo:
Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection. IJCNN 2024: 1-8 - [c106]Miriam Basile, Fabio Gibiino, Jacopo Cavazza, Paolo Semplici, Martina Cocco, Francesco Marcelloni, Alessio Bechini, Nicola Vanello:
Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data. MeMeA 2024: 1-6 - [e4]Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe:
Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, EXPLAINS 2024, Porto, Portugal, November 20-22, 2024. SCITEPRESS 2024, ISBN 978-989-758-720-7 [contents] - [e3]Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe:
Proceedings of the 16th International Joint Conference on Computational Intelligence, IJCCI 2024, Porto, Portugal, November 20-22, 2024. SCITEPRESS 2024, ISBN 978-989-758-721-4 [contents] - 2023
- [j93]Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi, Nuwanthika Rajapaksha, Alessandro Renda, Mikko A. Uusitalo:
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. IEEE Access 11: 65620-65648 (2023) - [j92]Davide Fioriti, Nicoló Stevanato, Pietro Ducange, Francesco Marcelloni, Emanuela Colombo, Davide Poli:
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development. IEEE Access 11: 73218-73234 (2023) - [j91]Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni:
A System to Support Readers in Automatically Acquiring Complete Summarized Information on an Event from Different Sources. Algorithms 16(11): 513 (2023) - [j90]José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis:
Enabling federated learning of explainable AI models within beyond-5G/6G networks. Comput. Commun. 210: 356-375 (2023) - [j89]Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python. SoftwareX 23: 101505 (2023) - [c105]Alessandro Bondielli, Pietro Dell'Oglio, Alessandro Lenci, Francesco Marcelloni, Lucia C. Passaro, Marco Sabbatini:
MULTI-Fake-DetectiVE at EVALITA 2023: Overview of the MULTImodal Fake News Detection and VErification Task. EVALITA 2023 - [c104]José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo:
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks. FUZZ 2023: 1-8 - [c103]Alessio Bechini, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
An Application for Federated Learning of XAI Models in Edge Computing Environments. FUZZ 2023: 1-7 - [c102]Michela Fazzolari, Pietro Ducange, Francesco Marcelloni:
An Explainable Intrusion Detection System for IoT Networks. FUZZ 2023: 1-6 - [c101]José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini:
Experimental Assessment of Heterogeneous Fuzzy Regression Trees. IJCCI 2023: 376-384 - [c100]Pietro Ducange, Francesco Marcelloni, Davide Micheli, Giovanni Nardini, Alessandro Renda, Dario Sabella, Giovanni Stea, Antonio Virdis:
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project. Ital-IA 2023: 359-364 - [c99]José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea:
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 164-168 - [c98]José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini:
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression. xAI (1) 2023: 630-648 - [e2]Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe:
Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023. SCITEPRESS 2023, ISBN 978-989-758-674-3 [contents] - 2022
- [j88]Alessandro Renda, Pietro Ducange, Francesco Marcelloni, Dario Sabella, Miltiadis C. Filippou, Giovanni Nardini, Giovanni Stea, Antonio Virdis, Davide Micheli, Damiano Rapone, Leonardo Gomes Baltar:
Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking. Inf. 13(8): 395 (2022) - [j87]Lucia C. Passaro, Alessandro Bondielli, Pietro Dell'Oglio, Alessandro Lenci, Francesco Marcelloni:
In-context annotation of topic-oriented datasets of fake news: A case study on the notre-dame fire event. Inf. Sci. 615: 657-677 (2022) - [j86]Alessio Bechini, Francesco Marcelloni, Alessandro Renda:
TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams. IEEE Trans. Fuzzy Syst. 30(3): 623-637 (2022) - [j85]Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting. ACM Trans. Knowl. Discov. Data 16(6): 125:1-125:29 (2022) - [c97]José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo:
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models. XAI.it@AI*IA 2022: 104-117 - [c96]Alessandro Bondielli, Giuseppe Cancello Tortora, Pietro Ducange, Armando Macri, Francesco Marcelloni, Alessandro Renda:
Online Monitoring of Stance from Tweets: The case of Green Pass in Italy. EAIS 2022: 1-8 - [c95]José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda:
An Approach to Federated Learning of Explainable Fuzzy Regression Models. FUZZ-IEEE 2022: 1-8 - [c94]Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis. FUZZ-IEEE 2022: 1-8 - [c93]Pietro Dell'Oglio, Alessandro Bondielli, Alessio Bechini, Francesco Marcelloni:
Leveraging Sequence Mining for Robot Process Automation. ISDA (4) 2022: 224-233 - [c92]José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis:
Towards Trustworthy AI for QoE prediction in B5G/6G Networks. AI6G@WCCI 2022 - [c91]José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini:
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks. OLUD@WCCI 2022 - 2021
- [j84]Alessio Bechini, Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application. IEEE Access 9: 77758-77770 (2021) - [j83]Alessandro Bondielli, Francesco Marcelloni:
On the use of summarization and transformer architectures for profiling résumés. Expert Syst. Appl. 184: 115521 (2021) - [j82]Alessio Bechini, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy. IEEE Intell. Syst. 36(5): 131-139 (2021) - [j81]Pietro Ducange, Francesco Marcelloni, Riccardo Pecori:
Fuzzy Hoeffding Decision Tree for Data Stream Classification. Int. J. Comput. Intell. Syst. 14(1): 946-964 (2021) - [c90]Alessandro Renda, Pietro Ducange, Gionatan Gallo, Francesco Marcelloni:
XAI Models for Quality of Experience Prediction in Wireless Networks. FUZZ-IEEE 2021: 1-6 - [c89]Arianna Biancani, Silvia Bruti, Paola Cappellini, Francesco Marcelloni, Arturo Marzano, Marco Polini, Chiara Roda, Adio Terranova:
Managing Students from 23 Different Countries in Distance Learning: The Foundation Course Experience of the University of Pisa. HELMeTO 2021: 129-140 - [c88]Marco Barsacchi, Alessio Bechini, Francesco Marcelloni:
Implicitly distributed fuzzy random forests. SAC 2021: 392-399 - [c87]Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. SMARTCOMP 2021: 317-322 - [c86]José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange:
A federated fuzzy c-means clustering algorithm. WILF 2021 - 2020
- [j80]Eleonora D'Andrea, Beatrice Lazzerini, Francesco Marcelloni:
A System for Multi-Passenger Urban Ridesharing Recommendations with Ordered Multiple Stops. Comput. J. 63(5): 657-687 (2020) - [j79]Marco Barsacchi, Alessio Bechini, Francesco Marcelloni:
An analysis of boosted ensembles of binary fuzzy decision trees. Expert Syst. Appl. 154: 113436 (2020) - [j78]Pietro Ducange, Michela Fazzolari, Francesco Marcelloni:
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification. J. Big Data 7(1): 19 (2020) - [c85]Lucia C. Passaro, Alessandro Bondielli, Alessandro Lenci, Francesco Marcelloni:
UNIPI-NLE at CheckThat! 2020: Approaching Fact Checking from a Sentence Similarity Perspective Through the Lens of Transformers. CLEF (Working Notes) 2020 - [c84]Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni:
Exploiting Categorization of Online News for Profiling City Areas. EAIS 2020: 1-8 - [c83]Alessio Bechini, Martina Criscione, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning. FUZZ-IEEE 2020: 1-8 - [c82]Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni, Pietro Ducange:
SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models. IPMU (3) 2020: 68-81
2010 – 2019
- 2019
- [j77]Alberto Fernández, Francisco Herrera, Oscar Cordón, María José del Jesus, Francesco Marcelloni:
Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to? IEEE Comput. Intell. Mag. 14(1): 69-81 (2019) - [j76]Marco Barsacchi, Alessio Bechini, Pietro Ducange, Francesco Marcelloni:
Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach. Cogn. Comput. 11(3): 367-387 (2019) - [j75]Eleonora D'Andrea, Pietro Ducange, Alessio Bechini, Alessandro Renda, Francesco Marcelloni:
Monitoring the public opinion about the vaccination topic from tweets analysis. Expert Syst. Appl. 116: 209-226 (2019) - [j74]Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni:
Comparing ensemble strategies for deep learning: An application to facial expression recognition. Expert Syst. Appl. 136: 1-11 (2019) - [j73]Alessandro Bondielli, Francesco Marcelloni:
A survey on fake news and rumour detection techniques. Inf. Sci. 497: 38-55 (2019) - [c81]Hend Amraoui, Mourad Elloumi, Francesco Marcelloni, Faouzi Mhamdi, Davide Verzotto:
Theoretical and Practical Analyses in Metagenomic Sequence Classification. DEXA Workshops 2019: 27-37 - [c80]Riccardo Pecori, Pietro Ducange, Francesco Marcelloni:
Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification. EUSFLAT Conf. 2019 - [c79]Andrea Aliperti, Alessio Bechini, Francesco Marcelloni, Alessandro Renda:
A Fuzzy Density-based Clustering Algorithm for Streaming Data. FUZZ-IEEE 2019: 1-6 - [c78]Alessandro Bondielli, Francesco Marcelloni:
A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés. IDEAL (1) 2019: 155-165 - [c77]Livio Cascone, Pietro Ducange, Francesco Marcelloni:
Exploiting Online Newspaper Articles Metadata for Profiling City Areas. IDEAL (2) 2019: 203-215 - 2018
- [j72]Javier Cózar, Francesco Marcelloni, José A. Gámez, Luis de la Ossa:
Building efficient fuzzy regression trees for large scale and high dimensional problems. J. Big Data 5: 49 (2018) - [j71]Armando Segatori, Alessio Bechini, Pietro Ducange, Francesco Marcelloni:
A Distributed Fuzzy Associative Classifier for Big Data. IEEE Trans. Cybern. 48(9): 2656-2669 (2018) - [j70]Armando Segatori, Francesco Marcelloni, Witold Pedrycz:
On Distributed Fuzzy Decision Trees for Big Data. IEEE Trans. Fuzzy Syst. 26(1): 174-192 (2018) - [c76]Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni:
Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs. LOD 2018: 406-417 - [c75]Eleonora D'Andrea, Pietro Ducange, Danilo Loffreno, Francesco Marcelloni, Tommaso Zaccone:
Smart Profiling of City Areas Based on Web Data. SMARTCOMP 2018: 226-233 - [c74]Claudia d'Amato, Francesco Marcelloni, Rudi Studer:
Journal Track Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 443-445 - 2017
- [j69]Eleonora D'Andrea, Francesco Marcelloni:
Detection of traffic congestion and incidents from GPS trace analysis. Expert Syst. Appl. 73: 43-56 (2017) - [j68]Andrea Ferranti, Francesco Marcelloni, Armando Segatori, Michela Antonelli, Pietro Ducange:
A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data. Inf. Sci. 415: 319-340 (2017) - [j67]Michela Antonelli, Dario Bernardo, Hani Hagras, Francesco Marcelloni:
Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification. IEEE Trans. Fuzzy Syst. 25(2): 249-264 (2017) - [c73]Marco Barsacchi, Alessio Bechini, Francesco Marcelloni:
Multi-class boosting with fuzzy decision trees. FUZZ-IEEE 2017: 1-6 - [c72]Pietro Ducange, Giuseppe Mannara, Francesco Marcelloni:
Multi-objective evolutionary granular rule-based classifiers: An experimental comparison. FUZZ-IEEE 2017: 1-6 - [c71]Pietro Ducange, Giuseppe Mannara, Francesco Marcelloni, Riccardo Pecori, Massimo Vecchio:
A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers. FUZZ-IEEE 2017: 1-6 - 2016
- [j66]Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori:
On the influence of feature selection in fuzzy rule-based regression model generation. Inf. Sci. 329: 649-669 (2016) - [j65]Alessio Bechini, Francesco Marcelloni, Armando Segatori:
A MapReduce solution for associative classification of big data. Inf. Sci. 332: 33-55 (2016) - [c70]Andrea Ferranti, Francesco Marcelloni, Armando Segatori:
A Multi-objective evolutionary fuzzy system for big data. FUZZ-IEEE 2016: 1562-1569 - [c69]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: 2154-2157 - [c68]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: 1-8 - [c67]Eleonora D'Andrea, Francesco Marcelloni:
Incident Detection by Spatiotemporal Analysis of GPS Data. SMARTCOMP 2016: 1-5 - [c66]Alessio Bechini, Adriano Donato De Matteis, Francesco Marcelloni, Armando Segatori:
Spreading fuzzy random forests with MapReduce. SMC 2016: 2641-2646 - 2015
- [j64]Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori:
A novel associative classification model based on a fuzzy frequent pattern mining algorithm. Expert Syst. Appl. 42(4): 2086-2097 (2015) - [j63]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): 2269-2283 (2015) - [c65]Pietro Ducange, Francesco Marcelloni, Armando Segatori:
A MapReduce-based fuzzy associative classifier for big data. FUZZ-IEEE 2015: 1-8 - [c64]Adriano Donato De Matteis, Francesco Marcelloni, Armando Segatori:
A new approach to fuzzy random forest generation. FUZZ-IEEE 2015: 1-8 - [c63]Gloria Ciavarrini, Francesco Marcelloni, Alessio Vecchio:
Improving Wi-Fi Based Localization Using External Constraints. NGMAST 2015: 126-131 - 2014
- [j62]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: 86-97 (2014) - [j61]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets. Neurocomputing 146: 125-136 (2014) - [j60]Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Witold Pedrycz:
Genetic interval neural networks for granular data regression. Inf. Sci. 257: 313-330 (2014) - [j59]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers. Inf. Sci. 283: 36-54 (2014) - [j58]Francesco Marcelloni, Daniele Puccinelli, Alessio Vecchio:
Special issue on sensing and mobility in pervasive computing. J. Ambient Intell. Humaniz. Comput. 5(3): 263-264 (2014) - [j57]Pietro Ducange, Francesco Marcelloni, Michela Antonelli:
A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring. IEEE Trans. Ind. Informatics 10(2): 1185-1197 (2014) - [j56]Massimo Vecchio, Raffaele Giaffreda, Francesco Marcelloni:
Adaptive Lossless Entropy Compressors for Tiny IoT Devices. IEEE Trans. Wirel. Commun. 13(2): 1088-1100 (2014) - [p3]Alessio Bechini, Francesco Marcelloni, Armando Segatori:
Low-Effort Support to Efficient Urban Parking in a Smart City Perspective. Advances onto the Internet of Things 2014: 233-252 - [i1]Giuseppe Anastasi, Paolo Bruschi, Francesco Marcelloni:
‘U-Sense', A Cooperative Sensing System for Monitoring Air Quality in Urban Areas. ERCIM News 2014(98) (2014) - 2013
- [j55]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
An efficient multi-objective evolutionary fuzzy system for regression problems. Int. J. Approx. Reason. 54(9): 1434-1451 (2013) - [j54]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): 421-437 (2013) - [j53]Michela Fazzolari, Bruno Giglio, Rafael Alcalá, Francesco Marcelloni, Francisco Herrera:
A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off. Knowl. Based Syst. 54: 32-41 (2013) - [c62]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: 1-4 - [c61]Alessio Bechini, Francesco Marcelloni, Armando Segatori:
A mobile application leveraging QR-codes to support efficient urban parking. SustainIT 2013: 1-3 - [c60]Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori:
Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison. IFSA/NAFIPS 2013: 13-18 - [c59]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
Feature Selection Based on Fuzzy Mutual Information. WILF 2013: 36-43 - [c58]Massimo Vecchio, Swaytha Sasidharan, Francesco Marcelloni, Raffaele Giaffreda:
Reconfiguration of environmental data compression parameters through cognitive IoT technologies. WiMob 2013: 141-146 - [p2]Francesco Marcelloni, Massimo Vecchio:
Exploiting Multi-Objective Evolutionary Algorithms for Designing Energy-Efficient Solutions to Data Compression and Node Localization in Wireless Sensor Networks. Evolutionary Based Solutions for Green Computing 2013: 227-255 - 2012
- [j52]Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni:
A two-objective evolutionary approach based on topological constraints for node localization in wireless sensor networks. Appl. Soft Comput. 12(7): 1891-1901 (2012) - [j51]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): 10796-10811 (2012) - [j50]Mario G. C. A. Cimino, Francesco Marcelloni:
An efficient model-based methodology for developing device-independent mobile applications. J. Syst. Archit. 58(8): 286-304 (2012) - [j49]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach. IEEE Trans. Fuzzy Syst. 20(2): 276-290 (2012) - [c57]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers. FUZZ-IEEE 2012: 1-7 - [c56]Bruno Giglio, Francesco Marcelloni, Michela Fazzolari, Rafael Alcalá, Francisco Herrera:
A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers. FUZZ-IEEE 2012: 1-8 - [c55]Pietro Ducange, Francesco Marcelloni, D. Marinari:
An algorithm based on finite state machines with fuzzy transitions for non-intrusive load disaggregation. SustainIT 2012: 1-5 - [p1]Mario G. C. A. Cimino, Francesco Marcelloni:
Enabling Traceability in the Wine Supply Chain. ArtDeco 2012: 397-412 - 2011
- [j48]Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni:
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems. Appl. Soft Comput. 11(1): 675-688 (2011) - [j47]Mario G. C. A. Cimino, Francesco Marcelloni:
Autonomic tracing of production processes with mobile and agent-based computing. Inf. Sci. 181(5): 935-953 (2011) - [j46]Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni:
Computer-aided detection of lung nodules based on decision fusion techniques. Pattern Anal. Appl. 14(3): 295-310 (2011) - [j45]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): 1981-1998 (2011) - [j44]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): 2335-2354 (2011) - [c54]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems. FUZZ-IEEE 2011: 1286-1293 - [c53]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: 47-53 - [c52]Francesco Corucci, Giuseppe Anastasi, Francesco Marcelloni:
A WSN-based testbed for energy efficiency in buildings. ISCC 2011: 990-993 - [c51]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: 130-135 - [c50]Giuseppe Anastasi, Francesco Corucci, Francesco Marcelloni:
An intelligent system for electrical energy management in buildings. ISDA 2011: 702-707 - [c49]Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni:
A study on the application of different two-objective evolutionary algorithms to the node localization problem in wireless sensor networks. ISDA 2011: 1008-1013 - [c48]Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni:
An intelligent system for detecting faults in photovoltaic fields. ISDA 2011: 1341-1346 - [c47]Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni:
An Effective Metaheuristic Approach to Node Localization in Wireless Sensor Networks. MASS 2011: 143-145 - [c46]Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni:
Solving the node localization problem in WSNs by a two-objective evolutionary algorithm and local descent. NaBIC 2011: 143-148 - [c45]Pietro Ducange, Francesco Marcelloni:
Multi-objective Evolutionary Fuzzy Systems. WILF 2011: 83-90 - [c44]Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Witold Pedrycz:
Granular Data Regression with Neural Networks. WILF 2011: 172-179 - [e1]Sebastián Ventura, Ajith Abraham, Krzysztof J. Cios, Cristóbal Romero, Francesco Marcelloni, José Manuel Benítez, Eva Lucrecia Gibaja Galindo:
11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011. IEEE 2011, ISBN 978-1-4577-1676-8 [contents] - 2010
- [j43]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): 548-561 (2010) - [j42]Francesco Marcelloni, Massimo Vecchio:
A two-objective evolutionary approach to design lossy compression algorithms for tiny nodes of wireless sensor networks. Evol. Intell. 3(3-4): 137-153 (2010) - [j41]José Manuel Benítez, Vincenzo Loia, Francesco Marcelloni:
Special Issue on Advances in Intelligent Systems. Int. J. Hybrid Intell. Syst. 7(4): 237 (2010) - [j40]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): 411-430 (2010) - [j39]Francisco Herrera, Francesco Marcelloni, Vincenzo Loia:
Guest Editors' Introduction. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18(4) (2010) - [j38]Francesco Marcelloni, Massimo Vecchio:
Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization. Inf. Sci. 180(10): 1924-1941 (2010) - [j37]Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets. Soft Comput. 14(7): 713-728 (2010) - [c43]Alessandro Ciaramella, Mario G. C. A. Cimino, Francesco Marcelloni, Umberto Straccia:
Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation. DEXA (1) 2010: 31-45 - [c42]Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems. FUZZ-IEEE 2010: 1-8 - [c41]Michela Antonelli, Pietro Ducange, Francesco Marcelloni:
Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems. FUZZ-IEEE 2010: 1-7 - [c40]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: 965-970
2000 – 2009
- 2009
- [j36]Francesco Marcelloni, Massimo Vecchio:
An Efficient Lossless Compression Algorithm for Tiny Nodes of Monitoring Wireless Sensor Networks. Comput. J. 52(8): 969-987 (2009) - [j35]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): 21-37 (2009) - [j34]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): 1066-1080 (2009) - [j33]Francesco Marcelloni, Germano Resconi, Pietro Ducange:
Morphogenetic approach to system identification. Int. J. Intell. Syst. 24(9): 955-975 (2009) - [j32]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): 2536-2548 (2009) - [j31]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): 437-449 (2009) - [j30]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): 1106-1122 (2009) - [c39]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: 1033-1038 - [c38]Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. HAIS 2009: 613-620 - [c37]Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni:
Using BPMN and Tracing for Rapid Business Process Prototyping Environments. ICEIS (3) 2009: 206-212 - [c36]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: 115-120 - [c35]Francesco Marcelloni, Massimo Vecchio:
A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks. ISDA 2009: 402-407 - [c34]Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni:
Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web. ISDA 2009: 1037-1042 - 2008
- [j29]Silvio Croce, Francesco Marcelloni, Massimo Vecchio:
Reducing Power Consumption in Wireless Sensor Networks Using a Novel Approach to Data Aggregation. Comput. J. 51(2): 227-239 (2008) - [j28]Francesco Marcelloni, Massimo Vecchio:
A Simple Algorithm for Data Compression in Wireless Sensor Networks. IEEE Commun. Lett. 12(6): 411-413 (2008) - [j27]Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni:
Context adaptation of mamdani fuzzy rule based systems. Int. J. Intell. Syst. 23(4): 397-418 (2008) - [j26]Alessio Bechini, Mario G. C. A. Cimino, Francesco Marcelloni, Andrea Tomasi:
Patterns and technologies for enabling supply chain traceability through collaborative e-business. Inf. Softw. Technol. 50(4): 342-359 (2008) - [j25]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): 339-355 (2008) - [c33]Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu:
A Multi-Classifier System for Pulmonary Nodule Classification. CBMS 2008: 587-589 - [c32]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: 747-754 - [c31]Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni:
Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification. HIS 2008: 272-277 - [c30]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: 278-283 - [c29]Marco Cococcioni, Luca Foschini, Beatrice Lazzerini, Francesco Marcelloni:
Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization. SMC 2008: 1782-1787 - 2007
- [j24]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): 2846-2860 (2007) - [j23]Beatrice Lazzerini, Francesco Marcelloni:
A Hierarchical Fuzzy Clustering-based System to Create User Profiles. Soft Comput. 11(2): 157-168 (2007) - [j22]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): 1013-1031 (2007) - [c28]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: 3150-3156 - [c27]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: 1-6 - [c26]Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
Evolutionary Multi-Objective Optimization of Fuzzy Rule-Based Classifiers in the ROC Space. FUZZ-IEEE 2007: 1-6 - [c25]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: 303-310 - 2006
- [j21]Paolo Corsini, Francesco Marcelloni:
A fuzzy system for profiling web portal users from web access log. J. Intell. Fuzzy Syst. 17(5): 503-516 (2006) - [j20]Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni:
Combining supervised and unsupervised learning for data clustering. Neural Comput. Appl. 15(3-4): 289-297 (2006) - [j19]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): 2077-2091 (2006) - [c24]Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni:
Context Adaptation of Mamdani Fuzzy Systems through New Operators Tuned by a Genetic Algorithm. FUZZ-IEEE 2006: 1641-1648 - 2005
- [j18]Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni:
A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm. Soft Comput. 9(6): 439-447 (2005) - [c23]Michela Antonelli, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni:
Automated Detection of Pulmonary Nodules in CT Scans. CIMCA/IAWTIC 2005: 799-803 - [c22]Michela Antonelli, Beatrice Lazzerini, Francesco Marcelloni:
Segmentation and reconstruction of the lung volume in CT images. SAC 2005: 255-259 - [c21]Alessio Bechini, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Andrea Tomasi:
A General Framework for Food Traceability. SAINT Workshops 2005: 366-369 - [c20]Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni:
Integrating service-oriented technologies to support business processes. CEC Workshops 2005: 37-42 - [c19]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: 90-98 - [c18]Marco Cococcioni, Pierluigi Guasqui, Beatrice Lazzerini, Francesco Marcelloni:
Identification of Takagi-Sugeno Fuzzy Systems Based on Multi-objective Genetic Algorithms. WILF 2005: 172-177 - 2004
- [j17]Francesco Marcelloni, Mehmet Aksit:
Fuzzy logic-based object-oriented methods to reduce quantization error and contextual bias problems in software development. Fuzzy Sets Syst. 145(1): 57-80 (2004) - [j16]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): 775-781 (2004) - [j15]Marco Cococcioni, Giovanni Corsini, Beatrice Lazzerini, Francesco Marcelloni:
Approaching the ocean color problem using fuzzy rules. IEEE Trans. Syst. Man Cybern. Part B 34(3): 1360-1373 (2004) - [c17]Beatrice Lazzerini, Francesco Marcelloni, Giovanni Marola, Simone Galigani:
Neural network-based calibration of positron emission tomograph detector modules. ESANN 2004: 269-274 - [c16]Mario G. C. A. Cimino, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni:
On the Noise Distance in Robust Fuzzy C-Means. International Conference on Computational Intelligence 2004: 361-364 - [c15]Michela Antonelli, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni:
Lung Nodule Detection in CT Scans. International Conference on Computational Intelligence 2004: 365-368 - 2003
- [j14]Francesco Marcelloni:
Feature selection based on a modified fuzzy C-means algorithm with supervision. Inf. Sci. 151: 201-226 (2003) - [c14]Paolo Corsini, Laura De Dosso, Beatrice Lazzerini, Francesco Marcelloni:
A system based on a modified version of the FCM algorithm for profiling web users from access log. EUSFLAT Conf. 2003: 725-729 - [c13]Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni:
An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils. KES 2003: 647-653 - [c12]Beatrice Lazzerini, Francesco Marcelloni, Marco Cococcioni:
A system based on hierarchical fuzzy clustering for web users profiling. SMC 2003: 1995-2000 - [c11]Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni:
Relational clustering based on a dissimilarity relation extracted from data by a TS model. SMC 2003: 3194-3199 - 2002
- [c10]Georgios Tselentis, Francesco Marcelloni, Trevor P. Martin, Luca Sensi:
Odour Classification based on Computational Intelligence Techniques. Advances in Computational Intelligence and Learning 2002: 383-399 - [c9]Giovanni Corsini, Marco Diani, Raffaele Grasso, Beatrice Lazzerini, Francesco Marcelloni, Marco Cococcioni:
A fuzzy model for the retrieval of the sea water optically active constituents concentration from MERIS data. IGARSS 2002: 98-100 - 2001
- [j13]Mehmet Aksit, Francesco Marcelloni:
Deferring elimination of design alternatives in object-oriented methods. Concurr. Comput. Pract. Exp. 13(14): 1247-1279 (2001) - [j12]Francesco Marcelloni, Mehmet Aksit:
Leaving inconsistency using fuzzy logic. Inf. Softw. Technol. 43(12): 725-741 (2001) - [j11]Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni:
FROS: a fuzzy logic-based recogniser of olfactory signals. Pattern Recognit. 34(11): 2215-2226 (2001) - [j10]Francesco Marcelloni:
Recognition of olfactory signals based on supervised fuzzy C-means and k-NN algorithms. Pattern Recognit. Lett. 22(9): 1007-1019 (2001) - [j9]Beatrice Lazzerini, Francesco Marcelloni:
A fuzzy approach to 2D-shape recognition. IEEE Trans. Fuzzy Syst. 9(1): 5-16 (2001) - 2000
- [j8]Beatrice Lazzerini, Francesco Marcelloni:
A genetic algorithm for generating optimal assembly plans. Artif. Intell. Eng. 14(4): 319-329 (2000) - [j7]Mehmet Aksit, Francesco Marcelloni, Bedir Tekinerdogan:
Developing object-oriented framworks using domain models. ACM Comput. Surv. 32(1es): 11 (2000) - [j6]Beatrice Lazzerini, Francesco Marcelloni:
Some considerations on input and output partitions to produce meaningful conclusions in fuzzy inference. Fuzzy Sets Syst. 113(2): 221-235 (2000) - [j5]Beatrice Lazzerini, Francesco Marcelloni:
Reducing computation overhead in MISO fuzzy systems. Fuzzy Sets Syst. 113(3): 485-496 (2000) - [j4]D. Dumitrescu, Beatrice Lazzerini, Francesco Marcelloni:
A Fuzzy Hierarchical Classification System for Olfactory Signals. Pattern Anal. Appl. 3(4): 325-334 (2000) - [j3]Beatrice Lazzerini, Francesco Marcelloni:
A linguistic fuzzy recogniser of off-line handwritten characters. Pattern Recognit. Lett. 21(4): 319-327 (2000) - [c8]Beatrice Lazzerini, Francesco Marcelloni, Leonardo Maria Reyneri:
Neuro-fuzzy off-line recognition of handwritten sentences. KES 2000: 440-443
1990 – 1999
- 1999
- [c7]Dumitru Dumitrescu, Beatrice Lazzerini, Francesco Marcelloni:
Olfactory signal classification based on evolutionary computation. IJCNN 1999: 313-316 - [c6]Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni:
A new linguistic fuzzy approach to recognition of olfactory signals. IJCNN 1999: 3225-3229 - [c5]Fabio Di Francesco, Beatrice Lazzerini, Francesco Marcelloni, Giovanni Pioggia:
SNIFFER: an electronic nose. KES 1999: 195-198 - 1998
- [j2]Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni:
Performing automatic exams. Comput. Educ. 31(3): 281-300 (1998) - [c4]Graziano Frosini, Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni:
A fuzzy classification based system for handwritten character recognition. KES (3) 1998: 61-65 - 1997
- [j1]Beatrice Lazzerini, Francesco Marcelloni, Leonardo Maria Reyneri:
Beatrix: A self-learning system for off-line recognition of handwritten texts. Pattern Recognit. Lett. 18(6): 583-594 (1997) - [c3]Francesco Marcelloni, Mehmet Aksit:
Applying Fuzzy Logic Techniques in Object-Oriented Software Development. ECOOP Workshops 1997: 295-298 - [c2]Mehmet Aksit, Francesco Marcelloni, Bedir Tekinerdogan, Klaas van den Berg, Pim van den Broek:
Active Software Artifacts. ECOOP Workshops 1997: 307-310 - 1996
- [c1]Beatrice Lazzerini, Francesco Marcelloni:
Reasonable Conclusions in Fuzzy Reasoning. ICTAI 1996: 440-442
Coauthor Index
[j97] [j96] [j95] [j94] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [j93] [j92] [j90] [j89] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [j88] [j85] [c97] [c96] [c95] [c94] [c92] [c91] [j84] [j82] [j81] [c90] [c87] [c86] [j78] [c84] [c83] [c82] [j76] [j75] [c80] [c77] [j71] [c75] [j68] [c72] [c71] [j66] [j64] [j63] [c65] [j61] [j59] [j57] [j55] [c62] [c60] [c59] [j49] [c57] [c55] [j45] [j44] [c54] [c53] [c48] [c45] [j37] [c42] [c41] [j35] [j34] [j33] [j30] [c39] [c38] [c36] [c32] [c30] [j22] [c28] [c26]
[j80] [c69] [c68] [j63] [j62] [j60] [j54] [c62] [j51] [j48] [j46] [j45] [j44] [c53] [c51] [c48] [c44] [j43] [j40] [j37] [c42] [c40] [j35] [j34] [j32] [j31] [j30] [c39] [c38] [c37] [c36] [c34] [j27] [j25] [c33] [c32] [c31] [c30] [c29] [j24] [j23] [j22] [c28] [c27] [c26] [c25] [j20] [j19] [c24] [j18] [c23] [c22] [c21] [c20] [c19] [c18] [j16] [j15] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c9] [j11] [j9] [j8] [j6] [j5] [j4] [j3] [c8] [c7] [c6] [c5] [j2] [c4] [j1] [c1]
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