Scuola superiore sant'anna

Ricercatore

Marco Vannucci

Istituto TeCIP
marco.vannucci@santannapisa.it
050 882335
Area CNR

PUBBLICAZIONI

Contributo su Rivista

Colla, Valentina; Vannucci, Marco; Bacchi, Linda; Valentini, Renzo
Neural networks-based prediction of hardenability of high performance carburizing steels for automotive applications
47-53 LA METALLURGIA ITALIANA (2020)
Volume nr. : 2020
Issue nr. : 1
Colla, V.; Vannucci, M.; Valentini, R.
Prediction of the mechanical properties of rebars through a combination of finite element and data-driven models
26-33 LA METALLURGIA ITALIANA (2020)
Volume nr. : 112
Issue nr. : 1
Vannucci, Marco; Colla, Valentina; Dettori, Stefano; Iannino, Vincenzo
Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems
10 JOURNAL OF INTELLIGENT SYSTEMS (2020)
Issue nr. : 1
Colla, Valentina; Vannucci, Marco; Valentini, Renzo
Predizione delle proprietà meccaniche di barre nervate per le costruzioni tramite la combinazione di modelli agli elementi finiti e modelli data-driven
26-33 LA METALLURGIA ITALIANA (2020)
Volume nr. : 2020
Issue nr. : 1
Galli, F.; Vannucci, M.; Colla, V.
Optimization of data resampling through GA for the classification of imbalanced datasets
297-307 IJAIN-INTERNATIONAL JOURNAL OF ADVANCES IN INTELLIGENT INFORMATICS (2019)
Volume nr. : 5
Issue nr. : 1
Iannino, Vincenzo; Vannocci, Marco; Vannucci, Marco; Colla, Valentina; Neuer, Marcus
A Multi-Agent Approach for the Self-Optimization of Steel Production
7 INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY (2018)
Issue nr. : 1
Cateni, Silvia; Ritacco, Antonio; Iannino, Vincenzo; Colla, Valentina; Vannucci, Marco; Dettori, Stefano
Smart Data Pre-Processing Modules and Graphical User Interfaces for Machine Learning Tasks
7 INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY (2018)
Issue nr. : 1
Colla, Valentina; Valentini, Renzo; Vannucci, Marco
A model for predicting residual hydrogen content in blooms and billets stacked in large industrial piles
10 STEEL RESEARCH INTERNATIONAL (2018)
Volume nr. : 89
Issue nr. : 1
Cateni, Silvia; Colla, Valentina; Vannucci, Marco
A fuzzy system for combining filter features selection methods
1168-1180 INTERNATIONAL JOURNAL OF FUZZY SYSTEMS (2017)
Volume nr. : 19
Issue nr. : 1
Vannucci, Marco; Colla, Valentina; Cateni, Silvia
Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method
791-809 NEURAL PROCESSING LETTERS (2017)
Volume nr. : 46
Issue nr. : 1
Porzio, G.F.; Colla, V.; Fornai, B.; Vannucci, M.; Larsson, M.; Stripple, H.
Process integration analysis and economic-environmental evaluation for an innovative environmentally friendly recovery and pre-treatment of steel scrap
656-672 APPLIED ENERGY (2016)
Volume nr. : 161
Issue nr. : 1
Dimatteo, Antonella; Vannucci, Marco; Colla, Valentina
A Finite Element Method for the Prediction of Thermal, Metallurgical, and Mechanical Behaviour of Rebars in the TempCore Process
276-287 STEEL RESEARCH INTERNATIONAL (2016)
Volume nr. : 86
Issue nr. : 1
M. Vannucci; V. Colla
Fuzzy adaptation of crossover and mutation rates in genetic algorithms based on population performance
1805-1818 JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (2015)
Volume nr. : 28
Issue nr. : 1
V. Colla; M. Vannucci; L.M. Reyneri
Artificial Neural Networks Applied for Estimating a Probability Density Function
29-41 INTELLIGENT DATA ANALYSIS (2014)
Volume nr. : 19
Issue nr. : 1
G.F. Porzio; G. Nastasi; V. Colla; M. Vannucci; T.A Branca
Comparison of multi-objective optimization techniques applied to off-gas management within an integrated steelwork
1085-1097 APPLIED ENERGY (2014)
Volume nr. : 136
Issue nr. : 1
Porzio, G.F.; Colla, V.; Fornai, B.; Vannucci, M; Larsson, M.; Stripple, H.
Process integration analysis for innovative environmentally friendly recovery and pre-treatment of steel scrap
1051-1056 CHEMICAL ENGINEERING TRANSACTIONS (2014)
Volume nr. : 39
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci
A method for resampling imbalanced datasets in binary classification tasks for real-world problems with manuscript number
32-41 NEUROCOMPUTING (2014)
Volume nr. : 135
Issue nr. : 1
G.F. Porzio; V. Colla; N. Matarese; G. Nastasi; T.A. Branca; A.Amato; B. Fornai; M. Vannucci; M. Bergamasco
Process integration in energy and carbon intensive industries: an example of exploitation of optimization techniques and decision support
1148-1155 APPLIED THERMAL ENGINEERING (2014)
Volume nr. : 70
Issue nr. : 1
A. Dimatteo; M. Vannucci; V. Colla
Prediction of Mean Flow Stress during hot strip rolling using Genetic Algorithms
171-178 ISIJ INTERNATIONAL (2014)
Volume nr. : 54
Issue nr. : 1
G.F. Porzio; B. Fornai; A. Amato; N. Matarese; M. Vannucci; L. Chiappelli; V. Colla
Reducing the energy consumption and CO2 emissions of energy intensive industries through decision support systems - An example of application to the steel industry
818-833 APPLIED ENERGY (2013)
Volume nr. : 112
Issue nr. : 1
Dimatteo, A.; Vannucci, M.; Colla, V.
Prediction of Hot-Deformation Resistance during Processing of Microalloyed Steels in Plate Rolling Process
1511-1521 INTERNATIONAL JOURNAL, ADVANCED MANUFACTURING TECHNOLOGY (2013)
Issue nr. : 1
N. Matarese; V. Colla; M. Vannucci; L.M. Reyneri
A procedure for the detection of anomalous input-output patterns
737-751 INTELLIGENT DATA ANALYSIS (2013)
Volume nr. : 17
Issue nr. : 1
V. Colla; M. Vannucci; A. Dimatteo
A neural networks-based model relating properties of the as cast-semi and rolling parameters with rolled product properties for plate rolled pipeline steels
157-165 REVUE DE MÉTALLURGIE (2012)
Volume nr. : 109
Issue nr. : 1
M. Vannucci; G.F. Porzio; B. Fornai; V. Colla; M. Vannocci
Efficient approximation of time consuming models for their use in optimization frameworks
55-64 INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY (2012)
Volume nr. : 13
Issue nr. : 1
M. Vannucci; V. Colla
Novel classification methods for sensitive problems and uneven datasets based on neural networks and fuzzy logic
2383-2390 APPLIED SOFT COMPUTING (2011)
Volume nr. : 11
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci
A genetic algorithm-based approach for selecting input variables and setting relevant network parameters of a SOM-based classifier
30-37 INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY (2011)
Volume nr. : 12
Issue nr. : 1
M. Vannucci; V. Colla; G. Corbo; S. Fera
A simplified approach to the simulation of direct reduction of iron ore
195-204 REVUE DE MÉTALLURGIE (2010)
Volume nr. : 107
Issue nr. : 1
V. Colla; M. Vannucci; R. Valentini
Neural network based prediction of roughing and finishing times in a hot strip mill
15-21 REVISTA DE METALURGIA (2010)
Volume nr. : 46
Issue nr. : 1
Valentina Colla; Marco Vannucci; Antonella Dimatteo
Diagnosis of the instability of the cooling behaviour of flat steel products through parametric characterisation, neural networks and statistics
235-243 ISA TRANSACTIONS (2010)
Volume nr. : 49
Issue nr. : 1
M. Vannucci; V. Colla; G. Nastasi; N. Matarese
Detection of rare events within industrial datasets by means of data resampling and specific algorithms
1-11 INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY (2010)
Volume nr. : 11
Issue nr. : 1
Teresa Annunziata Branca; Marco Vannucci; Valentina Colla
A KPI for local community Impact of the ULCOS technologies
373-381 REVUE DE MÉTALLURGIE (2009)
Volume nr. : 106
Issue nr. : 1
Valentina Colla; Marco Vannucci; Gianluca Nastasi; Silvia Cateni
Applicazione di tecniche di intelligenza artificiale nella gestione e nella ottimizzazione dei processi siderurgici
84-90 AUTOMAZIONE E STRUMENTAZIONE (2009)
Volume nr. : LVII/Nov. 2009
Issue nr. : 1
Marco Vannucci; Valentina Colla; Neil Haines
Air dispersion modelling for the assessment of ULCOS technologies
357-362 REVUE DE MÉTALLURGIE (2009)
Volume nr. : 106
Issue nr. : 1
Valentina Colla; Luigi Giori; Marco Vannucci; Gianluca Bioli
Un sistema di inferenza fuzzy applicato al controllo di qualità nell’industria della carta
88-94 AUTOMAZIONE E STRUMENTAZIONE (2008)
Volume nr. : LVI/2
Issue nr. : 1
Valentina Colla; Marco Vannucci; Gianluca Nastasi
A neural-network based system for the prediction of Jominy profiles of Boron steels
193-197 STEEL GRIPS (2006)
Volume nr. : 4/3
Issue nr. : 1
Renzo Valentini; Valentina Colla; Marco Vannucci
Neural predictor of the end point in a converter
416-419 REVISTA DE METALURGIA (2004)
Volume nr. : 40/6
Issue nr. : 1
V. Colla; M. Vannucci; B. Allotta; M. Malvezzi
Use of artificial neural networks for train speed estimation
117-122 ATTI DELLA FONDAZIONE GIORGIO RONCHI (2004)
Volume nr. : 59/1-2
Issue nr. : 1

Contributo in Volume

Vannucci, Marco; Colla, Valentina
Advanced neural networks systems for unbalanced industrial datasets
181-189 Multidisciplinary Approaches to Neural Computing Springer (2017)
Volume nr. : 69
Issue nr. : 1
Vannucci, Marco; Colla, Valentina
Artificial Intelligence Based Techniques For Rare Patterns Detection in the Industrial Field
627-636 Intelligent Decision Technologies Springer (2015)
Volume nr. : 39
Issue nr. : 1
Vannucci, Marco; Colla, Valentina; Cateni, Silvia
An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks
400-411 Advances in Computational Intelligence (Part II) Springer International Publishing (2015)
Volume nr. : LNCS 9095
Issue nr. : 1
S. Cateni; M. Vannucci; M. Vannocci; V. Colla
Variable Selection and Feature Extraction through Artificial Intelligence Techniques
16 Multivariate Analysis in Management, Engineering and the Sciences INTECH (2013)
Volume nr. : 1
Issue nr. : 1
M. Kappes; G.F. Porzio; V. Colla; M. Vannucci; W. Krumm
Steam gasification process of chlorine-rich shredder granules: experiments and flow-sheeting modelling for process evaluation and scale-up
1321-1326 Special Issue 17th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, PRES 2014 AIDIC (2013)
Volume nr. : 35
Issue nr. : 1
G.F. Porzio; V. Colla; N. Matarese; G. Nastasi; T.A. Branca; A. Amato; B. Fornai; M. Vannucci
Process Integration in Energy and Carbon Intensive Industries through Exploitation of Optimization Techniques and Decision Support
1051-1056 Special Issue 17th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, PRES 2014 AIDIC (2013)
Volume nr. : 39
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci; A. Borselli
Fuzzy Inference Systems applied to image classification in the industrial field
243-270 Fuzzy Inference System InTech (2012)
Volume nr. : 1
Issue nr. : 1
M. Vannucci; V. Colla; S. Cateni; M. Sgarbi
Artificial intelligence techniques for unbalanced datasets in real world classification tasks
551-565 Computational Modeling and Simulation of Intellect: Current State and Future Perspectives IGI Global (2011)
Volume nr. : -
Issue nr. : 1
Marco Vannucci; Valentina Colla
Educational software as a learning tool for primary school students
311-324 New Achievements Technology, Education and Development IN-TEH (2010)
Issue nr. : 1
Valentina Colla; Luigi Giori; Marco Vannucci; Gianluca Bioli
A Fuzzy Inference System Applied to Quality Control in the Paper Industry
253-272 Modeling, Control, Simulation and Diagnosis of Complex Industrial and Energy Systems O³neida (2009)
Issue nr. : 1
Silvia Cateni; Valentina Colla; Marco Vannucci
Outlier detection methods for industrial applications
265-282 Advances in Robotics, Automation and Control IN-TECH (2008)
Issue nr. : 1

Contributo in Atti Convegno (Proceeding)

Lanciano, Giacomo; Ritacco, Antonio; Cucinotta, Tommaso; Vannucci, Marco; Artale, Antonino; Basili, Luca; Sposato, Enrica; Barata, Joao
SOM-based behavioral analysis for virtualized network functions
1204-1206 Proceedings of the ACM Symposium on Applied Computing Association for Computing Machinery (2020)
Issue nr. : 1
Vannucci, M.; Colla, V.; Cateni, S.
Genetic operators impact on genetic algorithms based variable selection
211-221 Smart Innovation, Systems and Technologies Springer (2020)
Volume nr. : 193
Issue nr. : 1
Vannocci, Marco; Ritacco, Antonio; Castellano, Angelo; Galli, Filippo Nazzareno; Vannucci, Marco; Iannino, Vincenzo; Colla, Valentina
Flatness Defect Detection and Classification in Hot Rolled Steel Strips Using Convolutional Neural Networks
220-234 Proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019 Springer Verlag (2019)
Volume nr. : 11507
Issue nr. : 1
Vannucci, Marco; Colla, Valentina
Imbalanced datasets resampling through self organizing maps and genetic algorithms
399-411 Proceedings of the 20th International Conference on Engineering Applications of Neural Networks, EANN 2019 Springer Verlag (2019)
Volume nr. : 1000
Issue nr. : 1
Vannucci, Marco; Colla, Valentina
Quality improvement through the preventive detection of potentially defective products in the automotive industry by means of advanced artificial intelligence techniques
3-12 Proceedings of the 11th KES International Conference on Intelligent Decision Technologies, KES-IDT 2019 Springer Science and Business Media (2019)
Volume nr. : 143
Issue nr. : 1
Mocci, C.; Maddaloni, A.; Vannucci, M.; Cateni, S.; Colla, V.
A dive into the specific electric energy consumption in steelworks
714-723 6th World Conference on Information Systems and Technologies, WorldCIST 2018 Springer (2018)
Volume nr. : 746
Issue nr. : 1
Mocci, Claudio; Vannucci, Marco; Colla, Valentina; Van Den Berg, Frenk; Schmidt, Rudolph
SOM analysis of IMPOC data in relation to process parameters in strip steel production
8 Proceedings of the 12th European conference on Non-Destructive Testing ECNDT 2018 European Federation of Non-Destructive Testing (2018)
Issue nr. : 1
Vannucci, Marco; Colla, Valentina
Self–Organizing–Maps Based Undersampling for the Classification of Unbalanced Datasets
6 Proceedings of the 2018 International Joint Conference on Neural Networks, IJCNN 2018 IEEE Computer Society (2018)
Volume nr. : 2018-July
Issue nr. : 1
Vannucci, Marco; Colla, Valentina
Genetic Algorithms Based Resampling for the Classification of Unbalanced Datasets
23-32 9th KES International Conference on Intelligent Decision Technologies, KES-IDT 2017 Springer (2018)
Volume nr. : 73
Issue nr. : 1
Van Den Berg, F. D.; Kok, P. J. J.; Yang, H.; Aarnts, M. P.; Meilland, P.; Kebe, T.; Stolzenberg, M.; Krix, D.; Zhu, W.; Peyton, A. J.; Martinez-De-Guerenu, A.; Gutierrez, I.; Jorge-Badiola, D.; Malmström, M.; Volker, A.; Duijster, A.; Wirdelius, H.; Boström, A.; Mocci, C.; Vannucci, M.; Colla, V.; Davis, C.; Zhou, L.; Schmidt, R.; Labbé, S.; Reboud, C.; Skarlatos, A.; Leconte, V.; Lombard, P.
Product uniformity control - A research collaboration of European steel industries to non-destructive evaluation of microstructure and mechanical properties
120-129 22nd International Workshop on Electromagnetic Nondestructive Evaluation, ENDE 2017 IOS Press (2018)
Volume nr. : 43
Issue nr. : 1
Marco, Vannucci; Valentina, Colla; Vincenzo, Iannino
Artificial Neural Networks Based Approaches for the Prediction of Mean Flow Stress in Hot Rolling of Steel
626-637 14th International Work-Conference on Artificial Neural Networks, IWANN 2017 Springer (2017)
Volume nr. : 10305
Issue nr. : 1
Colla, Valentina; Vannucci, Marco; Reyneri, Leonardo Maria
Neuro-Fuzzy Techniques and Industry: acceptability, advantages and perspectives
353-360 SMART INNOVATION, SYSTEMS AND TECHNOLOGIES Springer (2016)
Volume nr. : 54
Issue nr. : 1
Vannucci, M.; Colla, V.
Smart under-sampling for the detection of rare patterns in unbalanced datasets
395-404 8th KES International Conference on Intelligent Decision Technologies, KES-IDT 2016 Springer (2016)
Volume nr. : 56
Issue nr. : 1
Vannucci, M.; Colla, V.; Dettori, S.
Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems
1128-1133 Proceedings of the 8th IFAC Conference on Manufacturing, Modelling, Management and Control MIM 2016 International Federation of Automatic Control (2016)
Volume nr. : 49
Issue nr. : 1
Vannucci, Marco; Colla, Valentina
Classification of unbalanced datasets and detection of rare events in industry: Issues and solutions
337-351 COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Springer (2016)
Volume nr. : 629
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci; M. Vannocci
A Procedure for Building Reduced reliable Training Datasets from Real-World Data
393-399 Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2014 Acta Press (2014)
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci
A Hybrid Feature Selection Method for Classification Purposes
39-44 Proc. of the UKSim AMSS 8th European Modelling Symposium on Mathematical Modelling and Computer Simulation Conference Publishing Services (CPS) IEEE Computer Society (2014)
Issue nr. : 1
V. Colla; G. Nastasi; S. Cateni; M. Vannucci; M. Vannocci
Genetic Algorithms Applied to Discrete Distribution Fitting
30-35 Proc. of the UKSim AMSS 7th European Modelling Symposium on Mathematical Modelling and Computer Simulation IEEE Computer Society (2013)
Issue nr. : 1
B. Fornai; M. Vannucci; V. Colla; A. Amato; G.F. Porzio; A. Bjork; K. Westling
A Software Tool for Comparing the Economic Value of Different Scrap Mixes in Steel Production
315-320 Proceedings - International Conference on Intelligent Systems, Modelling and Simulation, ISMS IEEE Computer Society (2013)
Issue nr. : 1
S. Cateni; M. Vannucci; V. Colla
Industrial Multiple Criteria Decision Making problems handled by means of fuzzy inference-based decision support systems
12-17 Proceedings - International Conference on Intelligent Systems, Modelling and Simulation, ISMS IEEE Computer Society (2013)
Issue nr. : 1
M. Vannucci; V. Colla; A. Dimatteo
Improving the estimation of mean flow stress within hot rolling of steel by means of different artificial intelligence techniques
945-950 Proc. of the IFAC Conference on Manufacturing Modelling, Management and Control MIM'2013 IFAC Secretariat (2013)
Issue nr. : 1
S.Cateni; V. Colla; M. Vannucci; M. Vannocci
Prediction of Steel Hardenability and Related Reliability Through Neural Networks
169-174 IASTED Multiconferences - Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2013 IASTED (2013)
Issue nr. : 1
Vannucci, Marco; Colla, Valentina; M., Vannocci; L. M., Reyneri
Dynamic resampling method for classification of sensitive problems and uneven datasets
78-87 Advances in Computational Intelligence Part II Springer (2012)
Volume nr. : 298
Issue nr. : 1
M. Vannucci; V. Colla; M. Vannocci; G. Nastasi
An ensemble classification method based on input clustering and classifiers expected reliability
3-8 Proceedings - UKSim-AMSS 6th European Modelling Symposium, EMS 2012 IEEE Computer Society (2012)
Issue nr. : 1
M. Vannucci; V. Colla; G.F. Porzio
Optimization of complex time consuming models of steel plants by means of AI techniques
202-207 2012 IFAC Workshop on Automation in the Mining, Mineral and Metal Industries, MMM 2012 International Federation of Automatic Control (IFAC)IFAC Publications Office c/o Elsevier Ltd (2012)
Issue nr. : 1
G. F. Porzio; V. Colla; B. Fornai; A. Amato; S. Cateni; M. Vannucci
A model for simulation of an integrated steelmaking plant focused on energy consumptions and CO2 emissions
10 Swerea MEFOS AB (2012)
Issue nr. : 1
V. Colla; B. Fornai; G.F. Porzio; A. Amato; N. Matarese; M. Vannucci; L. Chiappelli
Development of a decision support tool for optimized management of an integrated steelmaking plant focused on Energy consumption and CO2 emissions reduction
8 CICCST China International Conference Center for Science and Technology (2012)
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci
Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems
402-407 11th International Conference on Intelligent Systems Design and Applications, ISDA'11; Research Publishing Services (2011)
Issue nr. : 1
Vannucci, M.; Porzio, G.F.; Colla, V.; Fornai, B.
Use of clustering and interpolation techniques for the time-efficient simulation of complex models within optimization tasks
6-11 Proc. of the UKSim AMSS 5th European Modelling Symposium on Mathematical Modelling and Computer Simulation IEEE Computer Society Conference Publishing Services (CPS) (2011)
Issue nr. : 1
A. Borselli; V. Colla; M. Vannucci
Surface defects classification in steel products: a comparison between different Artificial Intelligence-based approaches
129-134 Proceedings of the 11th IASTED Internaional Conference on Artificial Intelligence and Applications IASTED (2011)
Issue nr. : 1
L.M. Reyneri; V. Colla; M. Vannucci
Estimate of a Probability Density Function Through Neural Networks
57-64 Advances in Computational Intelligence Springer (2011)
Volume nr. : LCNS 6691
Issue nr. : 1
V. Colla; M. Vannucci; N. Matarese; G. Stephens; M. Pianezzola; I. Alonso; T. Lamp; J. Palacios; S. Schiewe
Detection of transients in steel casting through standard and AI-based techniques
256-264 Advances in Computational Intelligence Springer (2011)
Volume nr. : Lecture Notes on Computer Science No 6691
Issue nr. : 1
S. Cateni; V. Colla; M. Vannucci
A Genetic algorithms-based approach for selecting the most relevant input variables in classification tasks
63-67 Proceedings - UKSim 4th European Modelling Symposium on Computer Modelling and Simulation, EMS2010 IEEE Computer Society (2010)
Issue nr. : 1
A. Borselli; V. Colla; M. Vannucci; M. Veroli
A Fuzzy Inference System Applied to Defect Detection in Flat Steel Production
148-153 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010) IEEE Computer Society Conference Publishing Services. (2010)
Issue nr. : 1
M. Vannucci; V. Colla; A. Avigni; A. Avigni
A multimedia interactive 3D virtual environment for emergency simulation, teaching and practice of safety procedures
8 Proceedings of the the 7th EUROSIM Congress on Modelling and Simulation EUROSIM 2010 Czech Technical University Publishing Company (2010)
Volume nr. : 2
Issue nr. : 1
Silvia Cateni; Valentina Colla; Marco Vannucci
Variable selection through Genetic algorithms for classification purposes
6-11 Proc. of the International Conference on Artificial Intelligence and Applications AIA 2010 IASTED (2010)
Issue nr. : 1
Silvia Cateni; Valentina Colla; Marco Vannucci
General purpose Input Variables Extraction: A Genetic Algorithm based Procedure GIVE A GAP
1278-1283 Proc. of the 9th International Conference on Intelligent Systems Design and Applications ISDA’09 IEEE Computer Society Conference Publishing Services (2009)
Issue nr. : 1
Orlando Toscanelli; Valentina Colla; Marco Vannucci
Equation-Based Modelling: True Large Strain, Large Displacement and Anand's Plasticity Model with The ComSol Deformed Mesh Module
9 Proc. of the European COMSOL Conference 2009 COMSOL Inc. (2009)
Issue nr. : 1
Marco Vannucci; Valentina Colla; Mirko Sgarbi; Orlando Toscanelli
Thresholded neural networks for sensitive industrial classification tasks
1320-1327 Bio-Inspired Systems: Computational and Ambient Intelligence Springer (2009)
Volume nr. : PT 1
Issue nr. : 1
Marco Vannucci; Valentina Colla; Gianluca Nastasi; Nicola Matarese
Data resampling techniques and specific algorithms applied to a critical industrial classification problem
257-262 Proc. of the European Symposium on Computer Modeling and Simulation 2009 EMS'09 IEEE Computer Society (2009)
Issue nr. : 1
Silvia Cateni; Valentina Colla; Marco Vannucci
A Fuzzy System for Combining Different Outliers Detection Methods
87-93 Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2009 IASTED (2009)
Issue nr. : 1
Marco Vannucci; Valentina Colla; Alessandro Avigni; Andrea Avigni
VESPRO: a virtual environment for practicing safety procedures
136-141 1st International Conference on Information Society and Information Technologies Proceedings Faculty of information studies electronic publishing (2009)
Issue nr. : 1
Leonardo M. Reyneri; Valentina Colla; Mirko Sgarbi; Marco Vannucci
Self-Estimation of Data and Approximation Reliability Through Neural Networks
89-96 Bio-Inspired Systems: Computational and Ambient Intelligence Springer (2009)
Volume nr. : PT 1
Issue nr. : 1
Marco Vannucci; Valentina Colla; Leonardo Bendinelli; Marco Colombini; Rachele Massei; Silvia Ciulli
Three little pigs discovering materials : A software for the sensitization of primary school students to environmental themes
267-272 CSEDU 2009: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED EDUCATION Institute for Systems and Technologies of Information, Control and Communication (INSTICC) (2009)
Volume nr. : II
Issue nr. : 1
Valentina Colla; Gianluca Bioli; Marco Vannucci
Model parameters optimisation for an industrial application: a comparison between traditional approaches and genetic algorithms
34-39 Proceedings if the European Symposium on Computer Modelling and Simulation IEEE Computer Society (2008)
Issue nr. : 1
Valentina Colla; Mirko Sgarbi; Marco Vannucci; Renzo Valentini
Predizione dei profili di durezza jominy di acciai microlegati al boro tramite reti neurali
7 Trentaduesimo Convegno nazionale AIM Associazione Italiana di Metallurgia (2008)
Issue nr. : 1
V. Colla; T. A. Branca; M. Vannucci; B. Fornai; A. Amato
Quantitative sustainability assessment through Key Performance Indicators in ULCOS project
9 International Seminar on Society ArcelorMittal (2008)
Issue nr. : 1
Silvia Cateni; Valentina Colla; Marco Vannucci
A fuzzy logic-based method for outliers detection
561-566 Proceedings of the 7th IASTED International Conference on Artificial Intelligence and Applications IASTED (2007)
Issue nr. : 1
V. Colla; G. Bioli; M. Vannucci; R. Valentini
A Mathematical Model for the Prediction of the Mechanical Properties of Al-Killed and Interstitial-Free Steels
8 Proceedings of the 5th IMACS Symposium on Mathematical Modelling MATHMOD 2006 ARGESIM-Verlag (2006)
Issue nr. : 1
M. Vannucci; V. Colla
A novel classification method for predicting the casting behaviour in the steelmaking practice
173-178 Proceedings of the IASTED International Conference on Artificial Intelligence and Applications IASTED (2006)
Volume nr. : 1
Issue nr. : 1
V. Colla; M. Vannucci; S. Fera; R. Valentini
Ca-treatment of Al-Killed steels: inclusion modification and application of Artificial Neural Networks for the prediction of clogging
387-394 Verlag Stahleisen GmbH (2006)
Issue nr. : 1
M. Vannucci; V. Colla
Comparison of different classification methods on castabilty data coming from steelmaking practice
263-268 Proceedings of the 12th European Symposyum on Artificial Neural Networks ESANN 2004 d-side (2004)
Issue nr. : 1
M. Vannucci; V. Colla
Meaningful discretization of continuous features for association rules mining by means of a SOM
489-494 Proceedings of the 12th European Symposyum on Artificial Neural Networks ESANN 2004 d-side (2004)
Issue nr. : 1
M. Vannucci; V. Colla; R. Valentini
The BS-method: an algorithm for solving optimization problems
224-229 Proceedings of the 4th International Conference on Artificial Intelligence and Applications IASTED (2004)
Issue nr. : 1
Valentina Colla; Marco Vannucci; Benedetto Allotta; Monica Malvezzi
Estimation of train speed via neuro-fuzzy techniques
520-527 Proceedings of the International Workshop on Artificial Neural Networks IWANN’03 Springer (2003)
Volume nr. : 1
Issue nr. : 1
V. Colla; M. Vannucci; B. Allotta; M. Malvezzi
Comparison of traditional and neural system for train speed estimation
401-406 d-side (2003)
Volume nr. : Proceedings of the 11th European Symposyum on Artificial Neural Networks ESANN 2004
Issue nr. : 1
M. Vannucci; V. Colla; G. Bioli; R. Valentini
Two Industrial Problems Solved Through a Novel Optimization Algorithm
622-628 Knowledge-Based Intelligent Information and Engineering Systems Springer Berlin Heidelberg (2003)
Issue nr. : 1

INFO:

Istituto di Tecnologie della Comunicazione, dell'Informazione e della Percezione

SCIENZE SPERIMENTALI

SCIENZE SOCIALI

Master I livello

Master II Livello

Corsi di Alta Formazione

GLI ISTITUTI DELLA SCUOLA

ISTITUTO DI BIOROBOTICA

ISTITUTO DI DIRITTO, POLITICA E SVILUPPO

ISTITUTO DI ECONOMIA

ISTITUTO DI MANAGEMENT

ISTITUTO DI SCIENZE DELLA VITA

ISTITUTO DI TECNOLOGIE DELLA COMUNICAZIONE, DELL'INFORMAZIONE E DELLA PERCEZIONE

Scuola superiore sant'anna

Ricercatore

Marco Vannucci

Contributo su Rivista

Contributo in Volume

Contributo in Atti Convegno (Proceeding)

INFO: