Valentina Colla

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Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method

Marco Vannucci, Valentina Colla, Silvia Cateni, 2017, Neural Processing Letters.

Comparison of different alternative steel technologies: evaluation of case studies for an innovative and sustainable steelwork

Valentina Colla, Renzo Valentini, Barbara Fornai, 2016 .

Simplified Ionic Representation of Industrial Water Streams

Valentina Colla, Erika Alcamisi, Ismael Matino, 2014, 2014 European Modelling Symposium.

Impedance control approach vs. adaptive nonlinear design in simulated push-button haptic interface

Valentina Colla, F. Conticelli, Benedetto Allotta, 1999, 8th IEEE International Workshop on Robot and Human Interaction. RO-MAN '99 (Cat. No.99TH8483).

A fuzzy logic-based method for outliers detection

Marco Vannucci, Valentina Colla, Silvia Cateni, 2007, Artificial Intelligence and Applications.

A method for resampling imbalanced datasets in binary classification tasks for real-world problems

Marco Vannucci, Valentina Colla, Silvia Cateni, 2014, Neurocomputing.

Detection of Transients in Steel Casting through Standard and AI-Based Techniques

Marco Vannucci, Valentina Colla, Torsten Lamp, 2011, IWANN.

Genetic Algorithms Based Resampling for the Classification of Unbalanced Datasets

Marco Vannucci, Valentina Colla, V. Colla, 2017, KES-IDT.

Improving the stability of wrapper variable selection applied to binary classification

Valentina Colla, Silvia Cateni, V. Colla, 2016, CISIM 2016.

A KPI for Local Community Impact of the ULCOS technologies

Marco Vannucci, Valentina Colla, Teresa Annunziata Branca, 2009 .

The Importance of Variable Selection for Neural Networks-Based Classification in an Industrial Context

Valentina Colla, Silvia Cateni, 2016, Advances in Neural Networks.

Neuro-wavelet parametric characterization of Jominy profiles of steels

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 2000, Integr. Comput. Aided Eng..

Passivity control of a haptic device for the simulation of knobs

Valentina Colla, Benedetto Allotta, 2011 .

Wavelet-based control of penetration in a mechatronic drill for orthopaedic surgery

Valentina Colla, Benedetto Allotta, 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

Quality4.0 - Transparent product quality supervision in the age of Industry 4.0 pdf

Marco Vannucci, Valentina Colla, Silvia Cateni, 2020, ArXiv.

Steam Turbine Models for Monitoring Purposes

Valentina Colla, Stefano Dettori, G. Salerno, 2017 .

A multimedia interactive 3D virtual environment for emergency simulation, teaching and practice of safety procedures

Marco Vannucci, Valentina Colla, A. Avigni, 2010 .

Comparison of traditional and neural systems for train speed estimation

Marco Vannucci, Valentina Colla, Monica Malvezzi, 2003, ESANN.

Building components for an outpost on the Lunar soil by means of a novel 3D printing technology

Valentina Colla, Giovanni Cesaretti, Enrico Dini, 2014 .

Outlier Detection Methods for Industrial Applications

Marco Vannucci, Valentina Colla, Silvia Cateni, 2008, ICRA 2008.

A Neural Network-Based Approach for Steam Turbine Monitoring

Valentina Colla, Stefano Dettori, Annamaria Signorini, 2018, Multidisciplinary Approaches to Neural Computing.

A comparison between weighted radial basis functions and wavelet networks

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 1998, ESANN.

Neuro-wavelet parametric characterization of hardness profiles

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 1999, ESANN.

Neural Network-based modeling methodologies for energy transformation equipment in integrated steelworks processes

Valentina Colla, Ismael Matino, Stefano Dettori, 2019 .

A simplified approach to the simulation of direct reduction of iron ore

Marco Vannucci, Valentina Colla, G. Corbo, 2010 .

Genetic Algorithms Applied to Discrete Distribution Fitting

Valentina Colla, Silvia Cateni, Marco Vannocci, 2013, 2013 European Modelling Symposium.

Development of a decision support tool for optimized management of an integrated steelmaking plant focused on Energy consumption and CO2 emissions reduction

Marco Vannucci, Valentina Colla, Barbara Fornai, 2012 .

An integrated approach to the reduction of energy demand and CO2-emissions within a conventional iron and steel works

Valentina Colla, A. Amato, Teresa Annunziata Branca, 2011 .

Improving the Stability of Variable Selection for Industrial Datasets

Valentina Colla, Silvia Cateni, Vincenzo Iannino, 2020, Neural Advances in Processing Nonlinear Dynamic Signals.

Simulation of an Automated Warehouse for Steel Tubes

Valentina Colla, Nicola Matarese, Gianluca Nastasi, 2008, Tenth International Conference on Computer Modeling and Simulation (uksim 2008).

GADF — Genetic Algorithms for distribution fitting

Valentina Colla, Nicola Matarese, Gianluca Nastasi, 2010, 2010 10th International Conference on Intelligent Systems Design and Applications.

An Integrated Approach for Industrial Water Systems Optimal Design

Valentina Colla, Erika Alcamisi, Ismael Matino, 2014 .

Improving Sustainability of Electric Steelworks Through Process Simulations

Valentina Colla, Ismael Matino, V. Colucci, 2016 .

Modelling and Simulation of an Automated Warehouse for the Comparison of Storage Strategies

Valentina Colla, Gianluca Nastasi, 2010 .

Process modelling and simulation of electric arc furnace steelmaking to allow prognostic evaluations of process environmental and energy impacts

Valentina Colla, Erika Alcamisi, Ismael Matino, 2016 .

Cause and Effect Analysis in a Real Industrial Context: Study of a Particular Application Devoted to Quality Improvement

Valentina Colla, Silvia Cateni, Jens Brandenburger, 2017, Neural Advances in Processing Nonlinear Dynamic Signals.

PREDICTION OF STEEL HARDENABILITY AND RELATED RELIABILITY THROUGH NEURAL NETWORKS

Marco Vannucci, Valentina Colla, Silvia Cateni, 2013 .

Neuro-Wavelet Parametric Modeling

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 2000, IJCNN.

Novel classification method for sensitive problems and uneven datasets based on neural networks and fuzzy logic

Marco Vannucci, Valentina Colla, V. Colla, 2011, Appl. Soft Comput..

Product uniformity control - A research collaboration of european steel industries to non-destructive evaluation of microstructure and mechanical properties

Marco Vannucci, Valentina Colla, Christophe Reboud, 2018 .

A robotic workstation for the Lerici natural science museum

Valentina Colla, Benedetto Allotta, A. Geniola, 1999, 8th IEEE International Workshop on Robot and Human Interaction. RO-MAN '99 (Cat. No.99TH8483).

The Gradient Projection Method Applied to the Kinematic Control of a Redundant Manipulator

Valentina Colla, Benedetto Allotta, G. Bioli, 1997 .

A Method to Point Out Anomalous Input-Output Patterns in a Database for Training Neuro-Fuzzy System with a Supervised Learning Rule

Leonardo Maria Reyneri, Valentina Colla, Nicola Matarese, 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

A Fuzzy Logic-based Tuning Approach of PID Control for Steam Turbines for Solar Applications

Valentina Colla, Stefano Dettori, Annamaria Signorini, 2017 .

Process Integration in Energy and Carbon Intensive Industries Through Exploitation of Optimization Techniques and Decision Support

Marco Vannucci, Valentina Colla, Massimo Bergamasco, 2013 .

A CO2-Management Tool for Integrated Steelworks

Valentina Colla, Nicola Matarese, Alessandro Amato, 2013, 2013 UKSim 15th International Conference on Computer Modelling and Simulation.

Neuro-Wavelet Characterization of Jominy Profiles of Steels

Valentina Colla, Leonardo Reyneri, Mirko Sgarbi, 2000 .

Efficient approximation of time consuming models for their use in optimization frameworks

Marco Vannucci, Valentina Colla, Barbara Fornai, 2012 .

Orthogonal least square algorithm applied to the initialization of multi-layer perceptrons

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 1999, ESANN.

Sustainable water and facility management in the steel industry: influenceof saline streams on pipeline corrosion

Valentina Colla, Teresa Annunziata Branca, D. de la Fuente, 2014 .

Artificial neural networks applied for estimating a probability density function

Leonardo Maria Reyneri, Marco Vannucci, Valentina Colla, 2015, Intell. Data Anal..

Reservoir Computing Approaches Applied to Energy Management in Industry

Valentina Colla, Silvia Cateni, Ismael Matino, 2019, EANN.

Design and optimization of a semi-active suspension system for railway applications

Valentina Colla, Benedetto Allotta, Luca Pugi, 2011 .

Kinematic Control of Robots With Joint Constraints

Valentina Colla, Benedetto Allotta, G. Bioli, 1999 .

QUANTITATIVE SUSTAINABILITY ASSESSMENT THROUGH KEY PERFORMANCE INDICATORS IN ULCOS PROJECT

Marco Vannucci, Valentina Colla, Barbara Fornai, 2008 .

Educational Software as a Learning Tool for Primary School Students

Marco Vannucci, Valentina Colla, 2010 .

General Purpose Input Variables Extraction: A Genetic Algorithm Based Procedure GIVE A GAP

Marco Vannucci, Valentina Colla, Silvia Cateni, 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

A Novel Classification Method for Predicting the Casting Behaviour in the Steelmaking Practice

Marco Vannucci, Valentina Colla, 2006, Artificial Intelligence and Applications.

Process integration in energy and carbon intensive industries: An example of exploitation of optimization techniques and decision support

Marco Vannucci, Valentina Colla, Massimo Bergamasco, 2014 .

Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems

Marco Vannucci, Valentina Colla, Stefano Dettori, 2016 .

Holistic Modelling Development to Reduce Energy Demand and CO2 Emissions Within the Iron and Steel Industry

Valentina Colla, A. Amato, Teresa Annunziata Branca, 2011 .

A Genetic Algorithms-based Approach for Selecting the Most Relevant Input Variables in Classification Tasks

Marco Vannucci, Valentina Colla, Silvia Cateni, 2010, 2010 Fourth UKSim European Symposium on Computer Modeling and Simulation.

A Dive into the Specific Electric Energy Consumption in Steelworks

Marco Vannucci, Valentina Colla, Silvia Cateni, 2018, WorldCIST.

Artificial Neural Networks Based Approaches for the Prediction of Mean Flow Stress in Hot Rolling of Steel

Marco Vannucci, Valentina Colla, Vincenzo Iannino, 2017, IWANN.

A neural networks-based model relating properties of the as cast-semi and rolling parameters with rolled product properties for plate rolled pipeline steels

Marco Vannucci, Valentina Colla, A. Dimatteo, 2012 .

Parametric Jominy profiles predictor based on neural networks

Valentina Colla, Renzo Valentini, Leonardo Reyneri, 2005 .

Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems

Marco Vannucci, Valentina Colla, Stefano Dettori, 2018, J. Intell. Syst..

Self-estimation of Data and Approximation Reliability through Neural Networks

Leonardo Maria Reyneri, Marco Vannucci, Valentina Colla, 2009, IWANN.

A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context

Valentina Colla, Silvia Cateni, V. Colla, 2018, Multidisciplinary Approaches to Neural Computing.

Fuzzy Inference System for Data Processing in Industrial Applications

Valentina Colla, Silvia Cateni, V. Colla, 2012 .

Neuro-Wavelet Networks applied to Parametric Characterization of Jominy Profiles of Steels

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 1999, IIA/SOCO.

A Procedure for Building Reduced reliable Training Datasets from Real-World Data

Marco Vannucci, Valentina Colla, Silvia Cateni, 2014 .

Neural predictor of the end point in a converter

Marco Vannucci, Valentina Colla, Renzo Valentini, 2004 .

Self-supervised pre-training of CNNs for flatness defect classification in the steelworks industry

Marco Vannucci, Valentina Colla, Marco Vannocci, 2020 .

Fuzzy Inference Systems Applied to Image Classification in the Industrial Field

Marco Vannucci, Valentina Colla, Silvia Cateni, 2012 .

Steam Turbine Control Valve and Actuation System Modeling for Dynamics Analysis

Valentina Colla, M. Pondini, A. Signorini, 2017 .

Process Integration Solutions for Water Networks in Integrated Steel Making Plants

Valentina Colla, Erika Alcamisi, Ismael Matino, 2015 .

Imbalanced Datasets Resampling Through Self Organizing Maps and Genetic Algorithms

Marco Vannucci, Valentina Colla, V. Colla, 2019, EANN.

Smart Data Pre-Processing Modules and Graphical User Interfaces for Machine Learning Tasks

Marco Vannucci, Valentina Colla, Silvia Cateni, 2019 .

SOM-Based Analysis to Relate Non-uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions

Valentina Colla, Frenk van den Berg, Gianluca Nastasi, 2018, Multidisciplinary Approaches to Neural Computing.

Monitoring the environmental and energy impacts of electric arc furnace steelmaking

Valentina Colla, Stefano Baragiola, Bernd Kleimt, 2016 .

The European Steel Technology Platform faces resource efficiency in its Strategic Research Agenda

Valentina Colla, Klaus Peters, Enrico Malfa, 2015 .

Smart marble cutting through a vision system

Valentina Colla, G. Bioli, Gianluca Nastasi, 2016 .

Experiences and obstacles in industrial applications of intelligent systems

Valentina Colla, Leonardo Reyneri, 2012 .

Flatness Defect Detection and Classification in Hot Rolled Steel Strips Using Convolutional Neural Networks

Marco Vannucci, Valentina Colla, Marco Vannocci, 2019, IWANN.

Smart Under-Sampling for the Detection of Rare Patterns in Unbalanced Datasets

Marco Vannucci, Valentina Colla, V. Colla, 2016, KES-IDT.

A Route Planning Optimisation System for the Steelmaking Industry Based on Multi-objective Evolutionary Algorithms

Valentina Colla, Gianluca Nastasi, Marco Del Seppia, 2014, 2014 European Modelling Symposium.

Innovation and Sustainability in Electric Arc Furnace Steel Production

Valentina Colla, Teresa Annunziata Branca, Renzo Valentini, 2007 .

A fuzzy inference system applied to defect detection in flat steel production

Marco Vannucci, Valentina Colla, Alice Borselli, 2010, International Conference on Fuzzy Systems.

Prediction of under pickling defects on steel strip surface pdf

Valentina Colla, Nicola Matarese, Gianluca Nastasi, 2011, ArXiv.

Estimation of Train Speed via Neuro-Fuzzy Techniques

Marco Vannucci, Valentina Colla, Monica Malvezzi, 2003, IWANN.

Nonlinear Model Predictive Control strategy for steam turbine rotor stress

Valentina Colla, Stefano Dettori, O. Toscanelli, 2019 .

Quality Improvement in Hot Dip Galvanizing Line through Hybrid Case-Based Reasoning System

Valentina Colla, Nicola Matarese, Francesco Cervigni, 2013, 2013 UKSim 15th International Conference on Computer Modelling and Simulation.

Improving energy and resource efficiency of electric steelmaking through simulation tools and process data analyses

Valentina Colla, Ismael Matino, B. Kleimt, 2016 .

Dynamic Resampling Method for Classification of Sensitive Problems and Uneven Datasets

Leonardo Maria Reyneri, Marco Vannucci, Valentina Colla, 2012, IPMU.

Three Little Pigs Discovering Materials - A Software for the Sensitization of Primary School Students to Environmental Themes

Marco Vannucci, Valentina Colla, Leonardo Bendinelli, 2009, CSEDU.

Introduction of symbiotic human-robot-cooperation in the steel sector: an example of social innovation

Valentina Colla, Lea Romaniello, Andrea Buzzelli, 2017 .

Air Dispersion Modeling for the Assessment of ULCOS Technologies

Marco Vannucci, Valentina Colla, Neil Haines, 2009 .

Fuzzy adaptation of crossover and mutation rates in genetic algorithms based on population performance

Marco Vannucci, Valentina Colla, V. Colla, 2015, J. Intell. Fuzzy Syst..

Evaluation and Monitoring of Physico-Chemical Properties of Water Streams through Unconventional Techniques

Valentina Colla, Erika Alcamisi, Ismael Matino, 2014, 2014 European Modelling Symposium.

Improving the stability of Sequential Forward variables selection

Valentina Colla, Silvia Cateni, V. Colla, 2015, 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA).

Reducing the energy consumption and CO2 emissions of energy intensive industries through decision support systems – An example of application to the steel industry

Marco Vannucci, Valentina Colla, Barbara Fornai, 2013 .

A Bin Packing Algorithm for Steel Production

Valentina Colla, Gianluca Nastasi, Vincenzo Iannino, 2016, 2016 European Modelling Symposium (EMS).

Model Parameters Optimisation for an Industrial Application: A Comparison between Traditional Approaches and Genetic Algorithms

Marco Vannucci, Valentina Colla, Gianluca Bioli, 2008, 2008 Second UKSIM European Symposium on Computer Modeling and Simulation.

Train speed and position evaluation using wheel velocity measurements

Valentina Colla, Monica Malvezzi, Benedetto Allotta, 2001, 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Proceedings (Cat. No.01TH8556).

A Multi-Agent Approach for the Self-Optimization of Steel Production

Marco Vannucci, Valentina Colla, Marco Vannocci, 2019 .

Data processing for outliers detection

Valentina Colla, Silvia Cateni, V. Colla, 2013 .

Meaningful discretization of continuous features for association rules mining by means of a SOM

Marco Vannucci, Valentina Colla, V. Colla, 2004, ESANN.

Scenario Analyses for By‐Products Reuse in Integrated Steelmaking Plants by Combining Process Modeling, Simulation, and Optimization Techniques

Valentina Colla, Barbara Fornai, Ismael Matino, 2019, steel research international.

A Fuzzy Inference System Applied to Defect Detection in Flat Steel Production

Marco Vannucci, Valentina Colla, Alice Borselli, 2010, IEEE WCCI 2010.

Social Sustainability of the ILVA Taranto Steelmaking plant

Valentina Colla, Renzo Valentini, Teresa Annunziata Branca, 2004 .

Neuro-wavelet parametric modeling

Valentina Colla, Leonardo Reyneri, Mirko Sgarbi, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Advanced Neural Networks Systems for Unbalanced Industrial Datasets

Marco Vannucci, Valentina Colla, 2018, Multidisciplinary Approaches to Neural Computing.

A CPS-Based Simulation Platform for Long Production Factories

Valentina Colla, Vincenzo Iannino, Joachim Denker, 2019, Metals.

A Reference Architecture for Quality Improvement in Steel Production

Valentina Colla, Patrick Gallinari, Xavier Renard, 2017 .

Artificial intelligence techniques for unbalanced datasets in real world classification tasks

Marco Vannucci, Valentina Colla, Silvia Cateni, 2011 .

Optimization of By-Products Reuse in the Steel Industry: Valorization of Secondary Resources with a Particular Attention on Their Pelletization

Valentina Colla, Ismael Matino, Teresa Annunziata Branca, 2017 .

GA-Based Solutions Comparison for Storage Strategies Optimization for an Automated Warehouse

Leonardo Maria Reyneri, Valentina Colla, Nicola Matarese, 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

Optimization of complex time consuming models of steel plants by means of AI techniques

Marco Vannucci, Valentina Colla, G. F. Porzio, 2012 .

A multivariate fuzzy system applied for outliers detection

Valentina Colla, Silvia Cateni, Gianluca Nastasi, 2013, J. Intell. Fuzzy Syst..

An Ensemble Classification Method Based on Input Clustering and Classifiers Expected Reliability

Marco Vannucci, Valentina Colla, Marco Vannocci, 2012, 2012 Sixth UKSim/AMSS European Symposium on Computer Modeling and Simulation.

Equation-Based Modeling: The Structural Contact Problem Solved By the Velocity Approach

Valentina Colla, O.Toscanelli Otoscanelli, V. Colla, 2010 .

Models of control valve and actuation system for dynamics analysis of steam turbines

Valentina Colla, Annamaria Signorini, Maddalena Pondini, 2017 .

Estimate of a Probability Density Function through Neural Networks

Leonardo Maria Reyneri, Marco Vannucci, Valentina Colla, 2011, IWANN.

Use of Clustering and Interpolation Techniques for the Time-Efficient Simulation of Complex Models within Optimization Tasks

Marco Vannucci, Valentina Colla, Barbara Fornai, 2011, 2011 UKSim 5th European Symposium on Computer Modeling and Simulation.

A Hybrid Feature Selection Method for Classification Purposes

Marco Vannucci, Valentina Colla, Silvia Cateni, 2014, 2014 European Modelling Symposium.

Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems

Marco Vannucci, Valentina Colla, Silvia Cateni, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

Haptic interface for simulating push-buttons

Valentina Colla, F. Conticelli, Benedetto Allotta, 1999, 1999 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (Cat. No.99TH8399).

Prediction of hot deformation resistance during processing of microalloyed steels in plate rolling process

Marco Vannucci, Valentina Colla, A. Dimatteo, 2013 .

A 3D Vision-Based Solution for Product Picking In Industrial Applications

Valentina Colla, G. Bioli, Mirko Sgarbi, 2010 .

The European Steel Technology Platform's Strategic Research Agenda vision for the sustainable steel production 2030s

Valentina Colla, Enrico Malfa, Jean Pierre Birat, 2014 .

Pre-processing of data coming from a laser-EMAT system for non-destructive testing of steel slabs.

Valentina Colla, Mirko Sgarbi, Sivia Cateni, 2012, ISA transactions.

Monitoring Concepts for a 3D Printer Applied to Build a Human Outpost on the Moon

Valentina Colla, Laurent Pambaguian, Giovanni Cesaretti, 2014, 2014 UKSim-AMSS 16th International Conference on Computer Modelling and Simulation.

Comparison of different classification methods on castabilty data coming from steelmaking practice

Marco Vannucci, Valentina Colla, 2004, ESANN.

Two Industrial Problems Solved through a Novel Optimization Algorithm

Marco Vannucci, Valentina Colla, Gianluca Bioli, 2003, KES.

Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse

Valentina Colla, Silvia Cateni, Gianluca Nastasi, 2016, Journal of Intelligent Manufacturing.

A multi-objective coil route planning system for the steelmaking industry based on evolutionary algorithms

Valentina Colla, Gianluca Nastasi, Marco Del Seppia, 2020 .

An adaptive Fuzzy logic-based approach to PID control of steam turbines in solar applications

Valentina Colla, Stefano Dettori, Annamaria Signorini, 2017, Applied Energy.

Genetic Operators Impact on Genetic Algorithms Based Variable Selection

Marco Vannucci, Valentina Colla, Silvia Cateni, 2020, KES-IDT.

Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications

Valentina Colla, Silvia Cateni, 2016, EANN.

Parametric Characterization of Hardness Profiles of Steels with Nero-Wavelet Networks

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 1999, IWANN.

A Fuzzy System for Combining Filter Features Selection Methods

Marco Vannucci, Valentina Colla, Silvia Cateni, 2016, International Journal of Fuzzy Systems.

Fuzzy Control of a Sintering Plant

Valentina Colla, Marco Vannocci, Piero Pulito, 2014, IJCCI.

Use of artificial neural networks for train speed estimation

Marco Vannucci, Valentina Colla, Monica Malvezzi, 2004 .

Fuzzy Control of a Sintering Plant Using the Charging Gates

Valentina Colla, Marco Vannocci, Piero Pulito, 2014, IJCCI.

Big Data Solution for Quality Monitoring and Improvement on Flat Steel Production

Valentina Colla, Jens Brandenburger, Christoph Schirm, 2016 .

Train position and speed estimation using wheel velocity measurements

Valentina Colla, Monica Malvezzi, Benedetto Allotta, 2002 .

Quality Improvement Through the Preventive Detection of Potentially Defective Products in the Automotive Industry by Means of Advanced Artificial Intelligence Techniques

Marco Vannucci, Valentina Colla, 2019, KES-IDT.

Quantification of energy and environmental impacts in uncommon electric steelmaking scenarios to improve process sustainability

Valentina Colla, Ismael Matino, Stefano Baragiola, 2017 .

Neuro-Fuzzy Techniques and Industry: Acceptability, Advantages and Perspectives

Marco Vannucci, Valentina Colla, Leonardo Reyneri, 2016, Advances in Neural Networks.

Exploitation of Multi-objective Optimization in Retrofit Analysis: A Case Study for the Iron and Steel Production

Valentina Colla, Teresa Annunziata Branca, Gianluca Nastasi, 2014 .

The BS-method: An algorithm for solving optimization problems

Marco Vannucci, Valentina Colla, Renzo Valentini, 2004 .

A neural approach to a sensor fusion problem

Leonardo Maria Reyneri, Valentina Colla, Angelo M. Sabatini, 1998, ESANN.

Integrated Dynamic Energy Management for Steel Production

Valentina Colla, Silvia Cateni, Alexander Ebel, 2017 .

Comparison of different control approaches aiming at enhancing the comfort of a railway vehicle

Valentina Colla, Benedetto Allotta, Luca Pugi, 2010, 2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

Self–Organizing–Maps Based Undersampling for the Classification of Unbalanced Datasets

Marco Vannucci, Valentina Colla, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Improving manufacturing of ULC steel grades by revamping of RH degasser in steelmaking shop No. 2 of ILVA, Taranto Works

Valentina Colla, S. Fera, G. R. Demaglie, 2010 .

Classification of Unbalanced Datasets and Detection of Rare Events in Industry: Issues and Solutions

Marco Vannucci, Valentina Colla, 2016, EANN.

A method for sonar based recognition of walking people

Valentina Colla, Angelo M. Sabatini, A. Sabatini, 1998, Robotics Auton. Syst..

Artificial Intelligence Based Techniques for Rare Patterns Detection in the Industrial Field

Marco Vannucci, Valentina Colla, 2015, KES-IDT.

A repeatable control scheme for redundant manipulators observing joint mechanical limits

Valentina Colla, Benedetto Allotta, G. Bioli, 1996 .

Improving the Estimation of Mean Flow Stress within Hot Rolling of Steel by Means of Different Artificial Intelligence Techniques

Marco Vannucci, Valentina Colla, Antonella Dimatteo, 2013, MIM.

Detection of rare events within industrial datasets by means of data resampling and specific algorithms

Marco Vannucci, Valentina Colla, Nicola Matarese, 2010 .

Design of a H ∞ Robust Controller with μ -Analysis for Steam Turbine Power Generation Applications

Mario Innocenti, Valentina Colla, Annamaria Signorini, 2017 .

Sustainable mobility for campsites: The case of Macchia Lucchese

Valentina Colla, Teresa Annunziata Branca, Deny Del Moretto, 2017 .

Finite Element Simulation of Hot Cross Wedge Rolling of Steel Products

Valentina Colla, Orlando Toscanelli, Z. Idoyaga Olano, 2010, 2010 Fourth UKSim European Symposium on Computer Modeling and Simulation.

Optimization of data resampling through GA for the classification of imbalanced datasets

Marco Vannucci, Valentina Colla, Filippo Galli, 2019 .

Thresholded Neural Networks for Sensitive Industrial Classification Tasks

Marco Vannucci, Valentina Colla, Mirko Sgarbi, 2009, IWANN.

Surface defects classification in steel products: a comparison between different Artificial Intelligence-based approaches

Marco Vannucci, Valentina Colla, Alice Borselli, 2011 .

An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks

Marco Vannucci, Valentina Colla, Silvia Cateni, 2015, IWANN.

A procedure for the detection of anomalous input-output patterns

Leonardo Maria Reyneri, Marco Vannucci, Valentina Colla, 2013, Intell. Data Anal..

Intelligent control station for improved quality management in flat steel production

Valentina Colla, Gianluca Nastasi, Alessandro Maddaloni, 2016 .

Analysis of a simplified Steam Turbine governor model for power system stability studies

Valentina Colla, S. Barsali, A. Signorini, 2019 .

Comparison of multi-objective optimization techniques applied to off-gas management within an integrated steelwork

Marco Vannucci, Valentina Colla, Teresa Annunziata Branca, 2014 .

Applying Big Data Concepts to Improve Flat Steel Production Processes

Valentina Colla, Silvia Cateni, Jens Brandenburger, 2018 .

KPI – Economic Indicator Effect on EU/Rest of the world steel trade

Valentina Colla, Barbara Fornai, A. Amato, 2009 .

An Haptic Interface Simulating Push-Buttons and Knobs

Valentina Colla, F. Conticelli, Benedetto Allotta, 1999 .

Multi-objective optimization applied to retrofit analysis: A case study for the iron and steel industry

Valentina Colla, Teresa Annunziata Branca, Gianluca Nastasi, 2015 .

Data Resampling Techniques and Specific Algorithms Applied to a Critical Industrial Classification Problem

Marco Vannucci, Valentina Colla, Nicola Matarese, 2009, 2009 Third UKSim European Symposium on Computer Modeling and Simulation.

A Genetic Algorithm-Based Approach for Selecting Input Variables and Setting Relevant Network Parameters of a SOM-Based Classifier

Marco Vannucci, Valentina Colla, Silvia Cateni, 2020, International journal of simulation: systems, science & technology.

GA-based solutions comparison for warehouse storage optimization

Leonardo Maria Reyneri, Valentina Colla, Nicola Matarese, 2010, Int. J. Hybrid Intell. Syst..

Electric energy consumption and environmental impact in unconventional EAF steelmaking scenarios

Valentina Colla, Ismael Matino, Stefano Baragiola, 2017 .

Variable Selection and Feature Extraction Through Artificial Intelligence Techniques

Marco Vannucci, Valentina Colla, Silvia Cateni, 2013 .

Sustainable steel production for the 2030s: the vision of the European Steel Technology Platform's Strategic Research Agenda (ESTEP's SRA)

Valentina Colla, J.-P. Birat, Enrico Malfa, 2014 .

Resource efficiency in the Strategic Research Agenda of the European Steel Technology Platform

Valentina Colla, Klaus Peters, Enrico Malfa, 2015, 2015 World Congress on Sustainable Technologies (WCST).

A fuzzy approach to the inverse differential kinematic problem for robot manipulators

Valentina Colla, Benedetto Allotta, A. Cuffaro, 2001 .

Simulation techniques for an Efficient Use of Resources: An overview for the steelmaking field

Valentina Colla, Ismael Matino, Lea Romaniello, 2015, 2015 World Congress on Sustainable Technologies (WCST).

Training activation function in parametric classification

Leonardo Maria Reyneri, Valentina Colla, Mirko Sgarbi, 2000, ESANN.

Automatic steel grades design for Jominy profile achievement through neural networks and genetic algorithms

Marco Vannucci, Valentina Colla, V. Colla, 2021, Neural Computing and Applications.

Echo-state neural networks forecasting steelworks off-gases for their dispatching in CH4 and CH3OH syntheses reactors

Valentina Colla, Ismael Matino, Stefano Dettori, 2021, ESANN 2021 proceedings.

A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks

Marco Vannucci, Valentina Colla, Silvia Cateni, 2021, IWANN.

A Deep Learning-based approach for forecasting off-gas production and consumption in the blast furnace

Valentina Colla, Ismael Matino, Stefano Dettori, 2021, Neural Computing and Applications.

Steam Turbine Rotor Stress Control through Nonlinear Model Predictive Control

Valentina Colla, Stefano Dettori, Annamaria Signorini, 2021, Energies.

Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-Based Approaches: Challenges and Perspectives

Valentina Colla, Joaquín B. Ordieres Meré, Jens Brandenburger, 2021, AIAI.

Machine Learning-Based Models for Supporting Optimal Exploitation of Process Off-Gases in Integrated Steelworks

Valentina Colla, Ismael Matino, Marco Vannocci, 2021 .

Human-Centered Robotic Development in the Steel Shop: Improving Health, Safety and Digital Skills at the Workplace

Valentina Colla, Antonius Schröder, Ruben Matino, 2021, Metals.

A Brokering-Based Interaction Protocol for Dynamic Resource Allocation in Steel Production Processes

Valentina Colla, Vincenzo Iannino, Claudio Mocci, 2021, WorldCIST.

A model for simulation of an integrated steelmaking plant focused on energy consumptions and CO2 emissions

Marco Vannucci, Valentina Colla, Silvia Cateni, 2012 .

The Challenge of Digitalization in the Steel Sector

Valentina Colla, Barbara Fornai, Teresa Annunziata Branca, 2020, Metals.

Forecasting blast furnace gas production and demand through echo state neural network-based models: Pave the way to off-gas optimized management

Valentina Colla, Ismael Matino, Stefano Dettori, 2019, Applied Energy.

Two innovative modelling approaches in order to forecast consumption of blast furnace gas by hot blast stoves

Valentina Colla, Ismael Matino, Stefano Dettori, 2019, Energy Procedia.

By-Products Recycling in Iron & Steel Plant: Comparison between Oily Millscale Treatments

Valentina Colla, Erika Alcamisi, Ismael Matino, 2015 .

Application of Echo State Neural Networks to forecast blast furnace gas production: pave the way to off-gas optimized management

Valentina Colla, Ismael Matino, Stefano Dettori, 2019, Energy Procedia.

Determining inclusion size distributions from OES/PDA data

Valentina Colla, Rolf Wester, Gianluca Nastasi, 2011 .

Assessing the efficiency of the off-gas network management in integrated steelworks

Valentina Colla, Ismael Matino, Stefano Dettori, 2019, Matériaux & Techniques.

3D printing technology for a moon outpost exploiting lunar soil

Valentina Colla, Enrico Dini, L. Priami, 2010 .

Evaluation of a BOF Slag Recovery Treatment combining Experimental and Simulation Studies

Valentina Colla, Erika Alcamisi, Ismael Matino, 2015 .

Use of BOF steel slag in agriculture: column test evaluation of effects on alkaline soils and drainage water

Valentina Colla, Teresa Annunziata Branca, Giorgio Ragaglini, 2012 .

Advanced monitoring system of sinter plant

Valentina Colla, Marco Vannocci, Piero Pulito, 2015 .

Exchangeable Sodium Percentage decrease in saline sodic soil after Basic Oxygen Furnace Slag application in a lysimeter trial.

Valentina Colla, Teresa Annunziata Branca, Giorgio Ragaglini, 2017, Journal of environmental management.

In-line Characterisation of Microstructure and Mechanical Properties in the Manufacturing of Steel Strip for the Purpose of Product Uniformity Control

Valentina Colla, Christophe Reboud, Patrick Lombard, 2016 .

A Finite Element Method for the Prediction of Thermal, Metallurgical, and Mechanical Behavior of Rebars in the TempCore Process

Marco Vannucci, Valentina Colla, A. Dimatteo, 2016 .

Impact of long-term application of blast furnace and steel slags as liming materials on soil fertility and crop yields

Valentina Colla, Teresa Annunziata Branca, Giorgio Ragaglini, 2015 .

Investigation of (BOF) Converter slag use for agriculture in europe

Valentina Colla, Giorgio Ragaglini, Cristiano Tozzini, 2014 .

Energy efficiency and reduction of CO2 emissions from campsites management in a protected area.

Valentina Colla, Teresa Annunziata Branca, V. Colla, 2018, Journal of environmental management.

Large Scale 3D Printing: from Deep Sea to the Moon

Valentina Colla, Enrico Dini, V. Colla, 2013 .

Process integration analysis for innovative environmentally friendly recovery and pre-treatment of steel scrap

Marco Vannucci, Valentina Colla, Barbara Fornai, 2014 .

A way to reduce environmental impact of ladle furnace slag

Valentina Colla, Renzo Valentini, Teresa Annunziata Branca, 2009 .

Prediction of Mean Flow Stress during Hot Strip Rolling Using Genetic Algorithms

Marco Vannucci, Valentina Colla, A. Dimatteo, 2014 .