Francesco Marcelloni

According to our database1, Francesco Marcelloni
  • authored at least 145 papers between 1996 and 2018.
  • has a "Dijkstra number"2 of four.

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Bibliography

2018
On Distributed Fuzzy Decision Trees for Big Data.
IEEE Trans. Fuzzy Systems, 2018

2017
Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification.
IEEE Trans. Fuzzy Systems, 2017

A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data.
Inf. Sci., 2017

Detection of traffic congestion and incidents from GPS trace analysis.
Expert Syst. Appl., 2017

A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Multi-objective evolutionary granular rule-based classifiers: An experimental comparison.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Multi-class boosting with fuzzy decision trees.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
A MapReduce solution for associative classification of big data.
Inf. Sci., 2016

On the influence of feature selection in fuzzy rule-based regression model generation.
Inf. Sci., 2016

Spreading fuzzy random forests with MapReduce.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Incident Detection by Spatiotemporal Analysis of GPS Data.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Path Clustering Based on a Novel Dissimilarity Function for Ride-Sharing Recommenders.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

A Multi-objective evolutionary fuzzy system for big data.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Real-Time Detection of Traffic From Twitter Stream Analysis.
IEEE Trans. Intelligent Transportation Systems, 2015

A novel associative classification model based on a fuzzy frequent pattern mining algorithm.
Expert Syst. Appl., 2015

Improving Wi-Fi Based Localization Using External Constraints.
Proceedings of the 9th International Conference on Next Generation Mobile Applications, 2015

A new approach to fuzzy random forest generation.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A MapReduce-based fuzzy associative classifier for big data.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Low-Effort Support to Efficient Urban Parking in a Smart City Perspective.
Proceedings of the Advances onto the Internet of Things, 2014

Adaptive Lossless Entropy Compressors for Tiny IoT Devices.
IEEE Trans. Wireless Communications, 2014

A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring.
IEEE Trans. Industrial Informatics, 2014

Special issue on sensing and mobility in pervasive computing.
J. Ambient Intelligence and Humanized Computing, 2014

Genetic interval neural networks for granular data regression.
Inf. Sci., 2014

A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers.
Inf. Sci., 2014

A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning.
Neurocomputing, 2014

An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets.
Neurocomputing, 2014

‘U-Sense', A Cooperative Sensing System for Monitoring Air Quality in Urban Areas.
ERCIM News, 2014

2013
Exploiting Multi-Objective Evolutionary Algorithms for Designing Energy-Efficient Solutions to Data Compression and Node Localization in Wireless Sensor Networks.
Proceedings of the Evolutionary Based Solutions for Green Computing, 2013

A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off.
Knowl.-Based Syst., 2013

A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders.
J. Ambient Intelligence and Humanized Computing, 2013

An efficient multi-objective evolutionary fuzzy system for regression problems.
Int. J. Approx. Reasoning, 2013

Reconfiguration of environmental data compression parameters through cognitive IoT technologies.
Proceedings of the 9th IEEE International Conference on Wireless and Mobile Computing, 2013

Feature Selection Based on Fuzzy Mutual Information.
Proceedings of the Fuzzy Logic and Applications - 10th International Workshop, 2013

Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A mobile application leveraging QR-codes to support efficient urban parking.
Proceedings of the Sustainable Internet and ICT for Sustainability, 2013

Urban and social sensing for sustainable mobility in smart cities.
Proceedings of the Sustainable Internet and ICT for Sustainability, 2013

2012
Enabling Traceability in the Wine Supply Chain.
Proceedings of the Methodologies and Technologies for Networked Enterprises, 2012

Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach.
IEEE Trans. Fuzzy Systems, 2012

An efficient model-based methodology for developing device-independent mobile applications.
Journal of Systems Architecture - Embedded Systems Design, 2012

An adaptive rule-based approach for managing situation-awareness.
Expert Syst. Appl., 2012

A two-objective evolutionary approach based on topological constraints for node localization in wireless sensor networks.
Appl. Soft Comput., 2012

An algorithm based on finite state machines with fuzzy transitions for non-intrusive load disaggregation.
Proceedings of the Sustainable Internet and ICT for Sustainability, 2012

A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers.
Proceedings of the FUZZ-IEEE 2012, 2012

Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity.
Soft Comput., 2011

Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index.
Soft Comput., 2011

Computer-aided detection of lung nodules based on decision fusion techniques.
Pattern Anal. Appl., 2011

Autonomic tracing of production processes with mobile and agent-based computing.
Inf. Sci., 2011

On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems.
Appl. Soft Comput., 2011

Multi-objective Evolutionary Fuzzy Systems.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Granular Data Regression with Neural Networks.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Solving the node localization problem in WSNs by a two-objective evolutionary algorithm and local descent.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

An Effective Metaheuristic Approach to Node Localization in Wireless Sensor Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

A study on the application of different two-objective evolutionary algorithms to the node localization problem in wireless sensor networks.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

An intelligent system for detecting faults in photovoltaic fields.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A collaborative situation-aware scheme for mobile service recommendation.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

An intelligent system for electrical energy management in buildings.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A WSN-based testbed for energy efficiency in buildings.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection.
Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011

A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets.
Soft Comput., 2010

Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization.
Inf. Sci., 2010

Guest Editors' Introduction.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2010

A Situation-Aware Resource Recommender Based on Fuzzy and Semantic Web Rules.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2010

Special Issue on Advances in Intelligent Systems.
Int. J. Hybrid Intell. Syst., 2010

A two-objective evolutionary approach to design lossy compression algorithms for tiny nodes of wireless sensor networks.
Evolutionary Intelligence, 2010

A multi-objective evolutionary approach to image quality/compression trade-off in JPEG baseline algorithm.
Appl. Soft Comput., 2010

Using context history to personalize a resource recommender via a genetic algorithm.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems.
Proceedings of the FUZZ-IEEE 2010, 2010

Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems.
Proceedings of the FUZZ-IEEE 2010, 2010

Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation.
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

2009
A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems.
IEEE Trans. Fuzzy Systems, 2009

Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index.
Soft Comput., 2009

Using multilayer perceptrons as receptive fields in the design of neural networks.
Neurocomputing, 2009

Morphogenetic approach to system identification.
Int. J. Intell. Syst., 2009

Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework.
Int. J. Approx. Reasoning, 2009

Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems.
Evolutionary Intelligence, 2009

An Efficient Lossless Compression Algorithm for Tiny Nodes of Monitoring Wireless Sensor Networks.
Comput. J., 2009

A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Using BPMN and Tracing for Rapid Business Process Prototyping Environments.
Proceedings of the ICEIS 2009, 2009

A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Solving the ocean color inverse problem by using evolutionary multi-objective optimization of neuro-fuzzy systems.
KES Journal, 2008

Patterns and technologies for enabling supply chain traceability through collaborative e-business.
Information & Software Technology, 2008

Context adaptation of mamdani fuzzy rule based systems.
Int. J. Intell. Syst., 2008

A Simple Algorithm for Data Compression in Wireless Sensor Networks.
IEEE Communications Letters, 2008

Reducing Power Consumption in Wireless Sensor Networks Using a Novel Approach to Data Aggregation.
Comput. J., 2008

Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization.
Proceedings of the IEEE International Conference on Systems, 2008

Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

A Multi-Classifier System for Pulmonary Nodule Classification.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
A Hierarchical Fuzzy Clustering-based System to Create User Profiles.
Soft Comput., 2007

A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems.
Soft Comput., 2007

Estimating the concentration of optically active constituents of sea water by Takagi-Sugeno models with quadratic rule consequents.
Pattern Recognition, 2007

Modelling a Team of Radiologists for Lung Nodule Detection in CT Scans.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Evolutionary Multi-Objective Optimization of Fuzzy Rule-Based Classifiers in the ROC Space.
Proceedings of the FUZZ-IEEE 2007, 2007

Exploiting Fuzzy Ordering Relations to Preserve Interpretability in Context Adaptation of Fuzzy Systems.
Proceedings of the FUZZ-IEEE 2007, 2007

A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
A novel approach to fuzzy clustering based on a dissimilarity relation extracted from data using a TS system.
Pattern Recognition, 2006

Combining supervised and unsupervised learning for data clustering.
Neural Computing and Applications, 2006

A fuzzy system for profiling web portal users from web access log.
Journal of Intelligent and Fuzzy Systems, 2006

Context Adaptation of Mamdani Fuzzy Systems through New Operators Tuned by a Genetic Algorithm.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm.
Soft Comput., 2005

Identification of Takagi-Sugeno Fuzzy Systems Based on Multi-objective Genetic Algorithms.
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005

Cerere: an information system supporting traceability in the food supply chain.
Proceedings of the 7th IEEE International Conference on E-Commerce Technology Workshops (CEC 2005 Workshops), 2005

Integrating service-oriented technologies to support business processes.
Proceedings of the 7th IEEE International Conference on E-Commerce Technology Workshops (CEC 2005 Workshops), 2005

A General Framework for Food Traceability.
Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005

Segmentation and reconstruction of the lung volume in CT images.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Automated Detection of Pulmonary Nodules in CT Scans.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Approaching the ocean color problem using fuzzy rules.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004

Fuzzy logic-based object-oriented methods to reduce quantization error and contextual bias problems in software development.
Fuzzy Sets and Systems, 2004

On the Noise Distance in Robust Fuzzy C-Means.
Proceedings of the International Conference on Computational Intelligence, 2004

Lung Nodule Detection in CT Scans.
Proceedings of the International Conference on Computational Intelligence, 2004

Neural network-based calibration of positron emission tomograph detector modules.
Proceedings of the ESANN 2004, 2004

2003
Feature selection based on a modified fuzzy C-means algorithm with supervision.
Inf. Sci., 2003

A system based on hierarchical fuzzy clustering for web users profiling.
Proceedings of the IEEE International Conference on Systems, 2003

Relational clustering based on a dissimilarity relation extracted from data by a TS model.
Proceedings of the IEEE International Conference on Systems, 2003

An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A system based on a modified version of the FCM algorithm for profiling web users from access log.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
Odour Classification based on Computational Intelligence Techniques.
Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

2001
A fuzzy approach to 2D-shape recognition.
IEEE Trans. Fuzzy Systems, 2001

Recognition of olfactory signals based on supervised fuzzy C-means and k-NN algorithms.
Pattern Recognition Letters, 2001

FROS: a fuzzy logic-based recogniser of olfactory signals.
Pattern Recognition, 2001

Leaving inconsistency using fuzzy logic.
Information & Software Technology, 2001

Deferring elimination of design alternatives in object-oriented methods.
Concurrency and Computation: Practice and Experience, 2001

2000
A linguistic fuzzy recogniser of off-line handwritten characters.
Pattern Recognition Letters, 2000

A Fuzzy Hierarchical Classification System for Olfactory Signals.
Pattern Anal. Appl., 2000

Reducing computation overhead in MISO fuzzy systems.
Fuzzy Sets and Systems, 2000

Some considerations on input and output partitions to produce meaningful conclusions in fuzzy inference.
Fuzzy Sets and Systems, 2000

Developing object-oriented framworks using domain models.
ACM Comput. Surv., 2000

A genetic algorithm for generating optimal assembly plans.
AI in Engineering, 2000

Neuro-fuzzy off-line recognition of handwritten sentences.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

1999
SNIFFER: an electronic nose.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

A new linguistic fuzzy approach to recognition of olfactory signals.
Proceedings of the International Joint Conference Neural Networks, 1999

Olfactory signal classification based on evolutionary computation.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
Performing automatic exams.
Computers & Education, 1998

A fuzzy classification based system for handwritten character recognition.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

1997
Beatrix: A self-learning system for off-line recognition of handwritten texts.
Pattern Recognition Letters, 1997

Applying Fuzzy Logic Techniques in Object-Oriented Software Development.
Proceedings of the Object-Oriented Technology, ECOOP'97 Workshop Reader, 1997

Active Software Artifacts.
Proceedings of the Object-Oriented Technology, ECOOP'97 Workshop Reader, 1997

1996
Reasonable Conclusions in Fuzzy Reasoning.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996


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