Valentina Colla

106 papers A* 1B 12C 11Misc 1Journal 21Unranked 49
YearRankTypeTitle / Venue / Authors
2025 J jnl
ChordFormer: A Conformer-Based Architecture for Large-Vocabulary Audio Chord Recognition.
CoRR
Muhammad Waseem Akram, Stefano Dettori, Valentina Colla, Giorgio Carlo Buttazzo
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 — conf
Automatic Surveillance of Accelerated Cooling Line Against Cyber-Attacks and Faults.
RTSI
Stefano Dettori, Vincenzo Iannino, Lorenzo Vannini, Valentina Colla, Francesco Ferraris
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 — ed.
Information Systems and Technologies - WorldCIST 2023, Volume 2, Pisa, Italy, April 4-6, 2023.
WorldCIST (2)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
2024 — ed.
Information Systems and Technologies - WorldCIST 2023, Volume 3, Pisa, Italy, April 4-6, 2023.
WorldCIST (3)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
2024 — ed.
Information Systems and Technologies - WorldCIST 2023, Volume 4, Pisa, Italy, April 4-6, 2023.
WorldCIST (4)
Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Valentina Colla
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 Decision Support System for off-gas and steam optimal management in integrated steelworks.
ICCAIS
Stefano Dettori, Ismael Matino, Ruben Matino, Angelo Castellano, Valentina Colla, Lorenzo Vannini, Andreas Wolff, Dustin Schroeder, Valentin Baric
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
A Deep Learning-based approach for forecasting off-gas production and consumption in the blast furnace.
Neural Comput. Appl.
Stefano Dettori, Ismael Matino, Valentina Colla, Ramon Speets
2022 J jnl
A hybrid approach for improving the flexibility of production scheduling in flat steel industry.
Integr. Comput. Aided Eng.
Vincenzo Iannino, Valentina Colla, Alessandro Maddaloni, Jens Brandenburger, Ahmad Rajabi, Andreas Wolff, Joaquín Ordieres, Miguel Gutierrez, Erwin Sirovnik, Dirk Mueller, Christoph Schirm
2021 — conf
A Brokering-Based Interaction Protocol for Dynamic Resource Allocation in Steel Production Processes.
WorldCIST (4)
Vincenzo Iannino, Claudio Mocci, Valentina Colla
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
Echo-state neural networks forecasting steelworks off-gases for their dispatching in CH4 and CH3OH syntheses reactors.
ESANN
Ismael Matino, Stefano Dettori, Valentina Colla, Katharina Rechberger, Nina Kieberger
2021 Misc conf
Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-Based Approaches: Challenges and Perspectives.
AIAI
Vincenzo Iannino, Valentina Colla, Alessandro Maddaloni, Jens Brandenburger, Ahmad Rajabi, Andreas Wolff, Joaquín Ordieres, Miguel Gutierrez, Erwin Sirovnik, Dirk Mueller, Christoph Schirm
2020 — ch.
Cause and Effect Analysis in a Real Industrial Context: Study of a Particular Application Devoted to Quality Improvement.
Neural Advances in Processing Nonlinear Dynamic Signals
Silvia Cateni, Valentina Colla, Antonella Vignali, Jens Brandenburger
2020 — conf
Deep Echo State Networks in Industrial Applications.
AIAI (2)
Stefano Dettori, Ismael Matino, Valentina Colla, Ramon Speets
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 — ch.
Improving the Stability of Variable Selection for Industrial Datasets.
Neural Advances in Processing Nonlinear Dynamic Signals
Silvia Cateni, Valentina Colla, Vincenzo Iannino
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
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
2019 C conf
Reservoir Computing Approaches Applied to Energy Management in Industry.
EANN
Valentina Colla, Ismael Matino, Stefano Dettori, Silvia Cateni, Ruben Matino
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.
A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context.
Multidisciplinary Approaches to Neural Computing
Silvia Cateni, Valentina Colla
2018 — ch.
A Neural Network-Based Approach for Steam Turbine Monitoring.
Multidisciplinary Approaches to Neural Computing
Stefano Dettori, Valentina Colla, Giuseppe Salerno, Annamaria Signorini
2018 — ch.
Advanced Neural Networks Systems for Unbalanced Industrial Datasets.
Multidisciplinary Approaches to Neural Computing
Marco Vannucci, Valentina Colla
2018 J jnl
Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse.
J. Intell. Manuf.
Gianluca Nastasi, Valentina Colla, Silvia Cateni, Simone Campigli
2018 — ch.
SOM-Based Analysis to Relate Non-uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions.
Multidisciplinary Approaches to Neural Computing
Gianluca Nastasi, Claudio Mocci, Valentina Colla, Frenk Van Den Berg, Willem Beugeling
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 — conf
A Bin Packing Algorithm for Steel Production.
EMS
Alessandro Maddaloni, Valentina Colla, Gianluca Nastasi, Marco Del Seppia, Vincenzo Iannino
2016 C conf
Classification of Unbalanced Datasets and Detection of Rare Events in Industry: Issues and Solutions.
EANN
Marco Vannucci, Valentina Colla
2016 — conf
Multi-objective particle swarm optimization applied to distribution fitting for industrial data.
RTSI
Valentina Colla, Gianluca Nastasi, Simone Baldetti, Marco Del Seppia, Scuola Superiore Sant'Anna
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
2016 — ch.
The Importance of Variable Selection for Neural Networks-Based Classification in an Industrial Context.
Advances in Neural Networks
Silvia Cateni, Valentina Colla
2016 C conf
Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications.
EANN
Silvia Cateni, 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
2015 C conf
Improving the stability of Sequential Forward variables selection.
ISDA
Silvia Cateni, Valentina Colla
2014 — conf
A Hybrid Feature Selection Method for Classification Purposes.
EMS
Silvia Cateni, Valentina Colla, Marco Vannucci
2014 — conf
A Route Planning Optimisation System for the Steelmaking Industry Based on Multi-objective Evolutionary Algorithms.
EMS
Gianluca Nastasi, Valentina Colla, Marco Del Seppia
2014 J jnl
A method for resampling imbalanced datasets in binary classification tasks for real-world problems.
Neurocomputing
Silvia Cateni, Valentina Colla, Marco Vannucci
2014 — conf
Evaluation and Monitoring of Physico-Chemical Properties of Water Streams through Unconventional Techniques.
EMS
Ismael Matino, Erika Alcamisi, Giacomo Filippo Porzio, Valentina Colla
2014 — conf
Fuzzy Control of a Sintering Plant Using the Charging Gates.
IJCCI (Selected Papers)
Marco Vannocci, Valentina Colla, Piero Pulito, Michele Zagaria, Vincenzo Di Mastromatteo, Marco Saccone
2014 — conf
Fuzzy Control of a Sintering Plant.
IJCCI (FCTA)
Marco Vannocci, Valentina Colla, Piero Pulito, Michele Zagaria, Vincenzo Di Mastromatteo, Marco Saccone
2014 — conf
Monitoring Concepts for a 3D Printer Applied to Build a Human Outpost on the Moon.
UKSim
Valentina Colla, Enrico Dini, Giovanni Cesaretti, Xavier De Kestelier, Laurent Pambaguian
2014 — conf
Simplified Ionic Representation of Industrial Water Streams.
EMS
Erika Alcamisi, Ismael Matino, Marco Vannocci, Valentina Colla
2013 — conf
A CO2-Management Tool for Integrated Steelworks.
UKSim
Alessandro Amato, Valentina Colla, Giacomo Filippo Porzio, Nicola Matarese, Lisa Chiappelli
2013 J jnl
A multivariate fuzzy system applied for outliers detection.
J. Intell. Fuzzy Syst.
Silvia Cateni, Valentina Colla, Gianluca Nastasi
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
Genetic Algorithms Applied to Discrete Distribution Fitting.
EMS
Valentina Colla, Gianluca Nastasi, Silvia Cateni, Marco Vannocci
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
2013 — conf
Quality Improvement in Hot Dip Galvanizing Line through Hybrid Case-Based Reasoning System.
UKSim
Valentina Colla, Nicola Matarese, Francesco Cervigni
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
2012 J jnl
Prediction of under pickling defects on steel strip surface
CoRR
Valentina Colla, Nicola Matarese, Gianluca Nastasi
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
2010 — conf
Finite Element Simulation of Hot Cross Wedge Rolling of Steel Products.
EMS
Orlando Toscanelli, Valentina Colla, Z. Idoyaga Olano
2010 J jnl
GA-based solutions comparison for warehouse storage optimization.
Int. J. Hybrid Intell. Syst.
Valentina Colla, Gianluca Nastasi, Nicola Matarese, Leonardo Maria Reyneri
2010 C conf
GADF - Genetic Algorithms for distribution fitting.
ISDA
Valentina Colla, Gianluca Nastasi, Nicola Matarese
2009 C conf
A Method to Point Out Anomalous Input-Output Patterns in a Database for Training Neuro-Fuzzy System with a Supervised Learning Rule.
ISDA
Valentina Colla, Nicola Matarese, Leonardo Maria Reyneri
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
GA-Based Solutions Comparison for Storage Strategies Optimization for an Automated Warehouse.
ISDA
Valentina Colla, Gianluca Nastasi, Nicola Matarese, Leonardo Maria Reyneri
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
2008 — conf
Simulation of an Automated Warehouse for Steel Tubes.
UKSim
Valentina Colla, Gianluca Nastasi, Nicola Matarese, Andrea Ucci
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
2000 — conf
Neuro-Wavelet Parametric Modeling.
IJCNN (4)
Valentina Colla, Mirko Sgarbi, Leonardo Maria Reyneri
2000 J jnl
Neuro-wavelet parametric characterization of Jominy profiles of steels.
Integr. Comput. Aided Eng.
Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi
2000 B conf
Training activation function in parametric classification.
ESANN
Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi
1999 — conf
A Mechatronic Device for Simulating Push-Buttons and Knobs.
ICMCS, Vol. 1
Benedetto Allotta, Valentina Colla, Gianluca Bioli
1999 — conf
Neuro-Wavelet Networks applied to Parametric Characterization of Jominy Profiles of Steels.
IIA/SOCO
Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi
1999 B conf
Neuro-wavelet parametric characterization of hardness profiles.
ESANN
Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi
1999 B conf
Orthogonal least square algorithm applied to the initialization of multi-layer perceptrons.
ESANN
Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi
1999 — conf
Parametric Characterization of Hardness Profiles of Steels with Nero-Wavelet Networks.
IWANN (2)
Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi
1998 B conf
A comparison between weighted radial basis functions and wavelet networks.
ESANN
Mirko Sgarbi, Valentina Colla, Leonardo Maria Reyneri
1998 J jnl
A method for sonar based recognition of walking people.
Robotics Auton. Syst.
Angelo M. Sabatini, Valentina Colla
1998 B conf
A neural approach to a sensor fusion problem.
ESANN
Valentina Colla, Mirko Sgarbi, Leonardo Maria Reyneri, Angelo M. Sabatini
1998 A* conf
Wavelet-Based Control of Penetration in a Mechatronic Drill for Orthopaedic Surgery.
ICRA
Valentina Colla, Benedetto Allotta