Marco Vannucci

59 papers B 7C 6Misc 1Journal 13Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EAFvision: Real-Time Automated Safety Surveillance in Electric Arc Furnaces Using Deep Learning Models. IPTA Muhammad Waseem Akram, Arslan Siddique, Marco Vannucci, Valentina Colla, Giovanni Bavestrelli, Alessandro Zamproni
2024	J	`jnl`	Automating grapevine LAI features estimation with UAV imagery and machine learning. CoRR Muhammad Waseem Akram, Marco Vannucci, Giorgio C. Buttazzo, Valentina Colla, Stefano Roccella, Andrea Vannini, Giovanni Caruso, Simone Nesi, Alessandra Francini, Luca Sebastiani
2024	C	`conf`	Unsupervised Anomaly Detection Combining PCA and Neural Gases. EANN Marco Vannucci, Valentina Colla, Antonella Zaccara, Stefano Dettori, Laura Laid
2023	—	`conf`	A Novel Approach to Jominy Profile Prediction Based on 1D Convolutional Neural Networks and Autoencoders that Supports Transfer Learning. IWANN (2) Marco Vannucci, Valentina Colla
2023	J	`jnl`	Improving the Stability of the Variable Selection with Small Datasets in Classification and Regression Tasks. Neural Process. Lett. Silvia Cateni, Valentina Colla, Marco Vannucci
2022	J	`jnl`	GNGraph: Self-Organizing Maps for Autonomous Aerial Vehicle Planning. IEEE Robotics Autom. Lett. Edwin Paúl Herrera-Alarcón, Massimo Satler, Marco Vannucci, Carlo Alberto Avizzano
2022	—	`conf`	Near Real-Time Anomaly Detection in NFV Infrastructures. NFV-SDN Arman Derstepanians, Marco Vannucci, Tommaso Cucinotta, Avhad Kiran Sahebrao, Sourav Lahiri, Antonino Artale, Silvia Fichera
2021	—	`conf`	A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks. IWANN (2) Silvia Cateni, Valentina Colla, Marco Vannucci
2021	J	`jnl`	Automatic steel grades design for Jominy profile achievement through neural networks and genetic algorithms. Neural Comput. Appl. Marco Vannucci, Valentina Colla
2021	B	`conf`	Forecasting Operation Metrics for Virtualized Network Functions. CCGRID Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato
2020	C	`conf`	Behavioral Analysis for Virtualized Network Functions: A SOM-based Approach. CLOSER Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato, Luca Basili
2020	J	`jnl`	Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems. J. Intell. Syst. Marco Vannucci, Valentina Colla, Stefano Dettori, Vincenzo Iannino
2020	—	`conf`	Genetic Operators Impact on Genetic Algorithms Based Variable Selection. KES-IDT Marco Vannucci, Valentina Colla, Silvia Cateni
2020	J	`jnl`	Quality4.0 - Transparent product quality supervision in the age of Industry 4.0. CoRR Jens Brandenburger, Christoph Schirm, Josef Melcher, Edgar Hancke, Marco Vannucci, Valentina Colla, Silvia Cateni, Rami Sellami, Sébastien Dupont, Annick Majchrowski, Asier Arteaga
2020	Misc	`conf`	SOM-based behavioral analysis for virtualized network functions. SAC Giacomo Lanciano, Antonio Ritacco, Tommaso Cucinotta, Marco Vannucci, Antonino Artale, Luca Basili, Enrica Sposato, João Barata
2020	—	`conf`	Using Self-Organizing Maps for the Behavioral Analysis of Virtualized Network Functions. CLOSER (Selected Papers) Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Tommaso Cucinotta, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato
2019	—	`conf`	Flatness Defect Detection and Classification in Hot Rolled Steel Strips Using Convolutional Neural Networks. IWANN (2) Marco Vannocci, Antonio Ritacco, Angelo Castellano, Filippo Galli, Marco Vannucci, Vincenzo Iannino, Valentina Colla
2019	C	`conf`	Imbalanced Datasets Resampling Through Self Organizing Maps and Genetic Algorithms. EANN Marco Vannucci, Valentina Colla
2019	—	`conf`	Quality Improvement Through the Preventive Detection of Potentially Defective Products in the Automotive Industry by Means of Advanced Artificial Intelligence Techniques. KES-IDT (2) Marco Vannucci, Valentina Colla
2018	—	`conf`	A Dive into the Specific Electric Energy Consumption in Steelworks. WorldCIST (2) Claudio Mocci, Alessandro Maddaloni, Marco Vannucci, Silvia Cateni, Valentina Colla
2018	—	`ch.`	Advanced Neural Networks Systems for Unbalanced Industrial Datasets. Multidisciplinary Approaches to Neural Computing Marco Vannucci, Valentina Colla
2018	B	`conf`	Self-Organizing-Maps Based Undersampling for the Classification of Unbalanced Datasets. IJCNN Marco Vannucci, Valentina Colla
2017	J	`jnl`	A Fuzzy System for Combining Filter Features Selection Methods. Int. J. Fuzzy Syst. Silvia Cateni, Valentina Colla, Marco Vannucci
2017	—	`conf`	Artificial Neural Networks Based Approaches for the Prediction of Mean Flow Stress in Hot Rolling of Steel. IWANN (1) Marco Vannucci, Valentina Colla, Vincenzo Iannino
2017	—	`conf`	Genetic Algorithms Based Resampling for the Classification of Unbalanced Datasets. KES-IDT (2) Marco Vannucci, Valentina Colla
2017	J	`jnl`	Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method. Neural Process. Lett. Marco Vannucci, Valentina Colla, Silvia Cateni
2016	C	`conf`	Classification of Unbalanced Datasets and Detection of Rare Events in Industry: Issues and Solutions. EANN Marco Vannucci, Valentina Colla
2016	—	`ch.`	Neuro-Fuzzy Techniques and Industry: Acceptability, Advantages and Perspectives. Advances in Neural Networks Valentina Colla, Marco Vannucci, Leonardo M. Reyneri
2016	—	`conf`	Smart Under-Sampling for the Detection of Rare Patterns in Unbalanced Datasets. KES-IDT (1) Marco Vannucci, Valentina Colla
2015	—	`conf`	An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks. IWANN (2) Marco Vannucci, Valentina Colla, Silvia Cateni
2015	—	`conf`	Artificial Intelligence Based Techniques for Rare Patterns Detection in the Industrial Field. KES-IDT Marco Vannucci, Valentina Colla
2015	J	`jnl`	Artificial neural networks applied for estimating a probability density function. Intell. Data Anal. Valentina Colla, Marco Vannucci, Leonardo Maria Reyneri
2015	J	`jnl`	Fuzzy adaptation of crossover and mutation rates in genetic algorithms based on population performance. J. Intell. Fuzzy Syst. Marco Vannucci, Valentina Colla
2014	—	`conf`	A Hybrid Feature Selection Method for Classification Purposes. EMS Silvia Cateni, Valentina Colla, Marco Vannucci
2014	J	`jnl`	A method for resampling imbalanced datasets in binary classification tasks for real-world problems. Neurocomputing Silvia Cateni, Valentina Colla, Marco Vannucci
2013	J	`jnl`	A procedure for the detection of anomalous input-output patterns. Intell. Data Anal. Nicola Matarese, Valentina Colla, Marco Vannucci, Leonardo Maria Reyneri
2013	—	`conf`	Improving the Estimation of Mean Flow Stress within Hot Rolling of Steel by Means of Different Artificial Intelligence Techniques. MIM Marco Vannucci, Valentina Colla, Antonella Dimatteo
2012	—	`conf`	An Ensemble Classification Method Based on Input Clustering and Classifiers Expected Reliability. EMS Marco Vannucci, Valentina Colla, Marco Vannocci, Gianluca Nastasi
2012	—	`conf`	Dynamic Resampling Method for Classification of Sensitive Problems and Uneven Datasets. IPMU (2) Marco Vannucci, Valentina Colla, Marco Vannocci, Leonardo Maria Reyneri
2011	—	`conf`	Detection of Transients in Steel Casting through Standard and AI-Based Techniques. IWANN (1) Valentina Colla, Marco Vannucci, Nicola Matarese, Gerard Stephens, Marco Pianezzola, Izaskun Alonso, Torsten Lamp, Juan Palacios, Siegfried Schiewe
2011	—	`conf`	Estimate of a Probability Density Function through Neural Networks. IWANN (1) Leonardo Reyneri, Valentina Colla, Marco Vannucci
2011	J	`jnl`	Novel classification method for sensitive problems and uneven datasets based on neural networks and fuzzy logic. Appl. Soft Comput. Marco Vannucci, Valentina Colla
2011	C	`conf`	Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems. ISDA Silvia Cateni, Valentina Colla, Marco Vannucci
2011	—	`conf`	Use of Clustering and Interpolation Techniques for the Time-Efficient Simulation of Complex Models within Optimization Tasks. EMS Marco Vannucci, Giacomo Filippo Porzio, Valentina Colla, Barbara Fornai
2010	—	`conf`	A Genetic Algorithms-based Approach for Selecting the Most Relevant Input Variables in Classification Tasks. EMS Silvia Cateni, Valentina Colla, Marco Vannucci
2010	B	`conf`	A fuzzy inference system applied to defect detection in flat steel production. FUZZ-IEEE Alice Borselli, Valentina Colla, Marco Vannucci, Marco Veroli
2009	—	`conf`	Data Resampling Techniques and Specific Algorithms Applied to a Critical Industrial Classification Problem. EMS Marco Vannucci, Valentina Colla, Gianluca Nastasi, Nicola Matarese
2009	C	`conf`	General Purpose Input Variables Extraction: A Genetic Algorithm Based Procedure GIVE A GAP. ISDA Silvia Cateni, Valentina Colla, Marco Vannucci
2009	—	`conf`	Self-estimation of Data and Approximation Reliability through Neural Networks. IWANN (1) Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, Marco Vannucci
2009	—	`conf`	Three Little Pigs Discovering Materials - A Software for the Sensitization of Primary School Students to Environmental Themes. CSEDU (2) Marco Vannucci, Valentina Colla, Leonardo Bendinelli, Marco Colombini, Rachele Massei, Silvia Ciulli
2009	—	`conf`	Thresholded Neural Networks for Sensitive Industrial Classification Tasks. IWANN (1) Marco Vannucci, Valentina Colla, Mirko Sgarbi, Orlando Toscanelli
2008	—	`conf`	Model Parameters Optimisation for an Industrial Application: A Comparison between Traditional Approaches and Genetic Algorithms. EMS Valentina Colla, Gianluca Bioli, Marco Vannucci
2007	—	`conf`	A fuzzy logic-based method for outliers detection. Artificial Intelligence and Applications Silvia Cateni, Valentina Colla, Marco Vannucci
2006	—	`conf`	A Novel Classification Method for Predicting the Casting Behaviour in the Steelmaking Practice. Artificial Intelligence and Applications Marco Vannucci, Valentina Colla
2004	B	`conf`	Comparison of different classification methods on castabilty data coming from steelmaking practice. ESANN Marco Vannucci, Valentina Colla
2004	B	`conf`	Meaningful discretization of continuous features for association rules mining by means of a SOM. ESANN Marco Vannucci, Valentina Colla
2003	B	`conf`	Comparison of traditional and neural systems for train speed estimation. ESANN Valentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi
2003	—	`conf`	Estimation of Train Speed via Neuro-Fuzzy Techniques. IWANN (2) Valentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi
2003	B	`conf`	Two Industrial Problems Solved through a Novel Optimization Algorithm. KES Marco Vannucci, Valentina Colla, Gianluca Bioli, R. Valentini