Stefano Cagnoni

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 59

Top Venues

Publications

Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W. McCall, David J. Walker
Introduction to the Special Issue on Explainable AI in Evolutionary Computation. ACM Trans. Evol. Learn. Optim. 4 (1) (2024)
Mattia Pellegrino, Gianfranco Lombardo, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi
A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data. Future Internet 16 (3) (2024)
Ying Bi, Stefano Cagnoni, Yanan Sun
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. GECCO Companion (2024)
Giulia Magnani, Chiara Giliberti, Davide Errico, Mattia Stighezza, Simone Fortunati, Monica Mattarozzi, Andrea Boni, Valentina Bianchi, Marco Giannetto, Ilaria De Munari, Stefano Cagnoni, Maria Careri
Evaluation of a Voltametric E-Tongue Combined with Data Preprocessing for Fast and Effective Machine Learning-Based Classification of Tomato Purées by Cultivar. Sensors 24 (11) (2024)
Mattia Stighezza, Giulia Magnani, Valentina Bianchi, Stefano Cagnoni, Andrea Boni, Chiara Giliberti, Davide Errico, Simone Fortunati, Marco Giannetto, Maria Careri, Ilaria De Munari
Model-Based design of a Machine Learning algorithm for on-site food authenticity testing. MetroInd4.0 & IoT (2024)
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, John A. W. McCall, Niki van Stein, David Walker, Ting Hu
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems. CoRR (2024)
Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Eleonora Bottani, Valentina Bellini, Elena Giovanna Bignami, Agostino Poggi
A System for Tracking Patients in the Operating Room - A Pilot Study. WOA (2023)
Giulia Magnani, Monica Mordonini, Stefano Cagnoni
Hybrid GP/PSO Representation of 1-D Signals in an Autoencoder Fashion. WIVACE (2023)
Mengjie Zhang, Stefano Cagnoni
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition. GECCO Companion (2023)
Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends. IEEE Trans. Evol. Comput. 27 (1) (2023)
Giulio Biondi, Stefano Cagnoni, Roberto Capobianco, Valentina Franzoni, Francesca A. Lisi, Alfredo Milani, Jordi Vallverdú
Editorial: Ethical design of artificial intelligence-based systems for decision making. Frontiers Artif. Intell. 6 (2023)
Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends. CoRR (2022)
Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi
Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Mengjie Zhang, Stefano Cagnoni
Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition. GECCO Companion (2022)
Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Giovanni Iacca, John A. W
McCall, David Walker: The intersection of evolutionary computation and explainable AI. GECCO Companion (2022)
Gianfranco Lombardo, Stefano Cagnoni, Stefano Cavalli, Juan José Contreras Gonzáles, Francesco Monica, Monica Mordonini, Michele Tomaiuolo
Anomaly detection in laser-guided vehicles' batteries: a case study. CoRR (2022)
Gianfranco Lombardo, Mattia Pellegrino, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi
Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks. Future Internet 14 (8) (2022)
Mattia Pellegrino, Gianfranco Lombardo, Stefano Cagnoni, Agostino Poggi
High-Performance Computing and ABMS for High-Resolution COVID-19 Spreading Simulation. Future Internet 14 (3) (2022)
Michael Petrolini, Stefano Cagnoni, Monica Mordonini
Automatic Detection of Sensitive Data Using Transformer- Based Classifiers. Future Internet 14 (8) (2022)
George Adosoglou, Seonho Park, Gianfranco Lombardo, Stefano Cagnoni, Panos M. Pardalos
Lazy Network: A Word Embedding-Based Temporal Financial Network to Avoid Economic Shocks in Asset Pricing Models. Complex. 2022 (2022)
Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo, Stefano Cagnoni, Agostino Poggi
ActoDemic: A Distributed Framework for Fine-Grained Spreading Modeling and Simulation in Large Scale Scenarios. WOA (2021)
Stefano Cagnoni, Laura Ferrari, Paolo Fornacciari, Monica Mordonini, Laura Sani, Michele Tomaiuolo
Improving sentiment analysis using preprocessing techniques and lexical patterns. Int. J. Data Anal. Tech. Strateg. 13 (3) (2021)
Giuseppe Petrosino, Federico Bergenti, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo, Stefano Cagnoni
Island model in ActoDatA: an actor-based implementation of a classical distributed evolutionary computation paradigm. GECCO Companion (2021)
Laura Sani, Michele Amoretti, Stefano Cagnoni, Monica Mordonini, Riccardo Pecori
ReSS: A tool for discovering relevant sets in complex systems. SoftwareX 14 (2021)
Mengjie Zhang, Stefano Cagnoni
Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition. GECCO Companion (2021)
Mengjie Zhang, Stefano Cagnoni
Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition. GECCO Companion (2020)
Stefano Cavalli, Stefano Cagnoni, Gianfranco Lombardo, Agostino Poggi
Actor-based architecture for Cloud Services Orchestration: the case of social media data extraction. WOA (2020)
Federico Magliani, Laura Sani, Stefano Cagnoni, Andrea Prati
Diffusion Parameters Analysis in a Content-Based Image Retrieval Task for Mobile Vision. Sensors 20 (16) (2020)
Michele Tomaiuolo, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Agostino Poggi
A Survey on Troll Detection. Future Internet 12 (2) (2020)
Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition. Appl. Soft Comput. 97 (Part B) (2020)
Stefano Cagnoni, Lorenzo Cozzini, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo
Emotion-based analysis of programming languages on Stack Overflow. ICT Express 6 (3) (2020)
Federico Magliani, Laura Sani, Stefano Cagnoni, Andrea Prati
Genetic Algorithms for the Optimization of Diffusion Parameters in Content-Based Image Retrieval. ICDSC (2019)
Laura Sani, Riccardo Pecori, Monica Mordonini, Stefano Cagnoni
From Complex System Analysis to Pattern Recognition: Experimental Assessment of an Unsupervised Feature Extraction Method Based on the Relevance Index Metrics. Comput. 7 (3) (2019)
Mengjie Zhang, Stefano Cagnoni
Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition. GECCO (Companion) (2019)
Federico Magliani, Laura Sani, Stefano Cagnoni, Andrea Prati
Genetic Algorithms for the Optimization of Diffusion Parameters in Content-Based Image Retrieval. CoRR (2019)
Paolo Fornacciari, Stefano Cagnoni, Monica Mordonini, Leonardo Tarollo, Michele Tomaiuolo
Application of Lovheim Model for Emotion Detection in English Tweets. WOA (2019)
Laura Sani, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Michele Tomaiuolo, Stefano Cagnoni
A Relevance Index-Based Method for Improved Detection of Malicious Users in Social Networks. WIVACE (2019)
Mengjie Zhang, Stefano Cagnoni
Evolutionary computation and evolutionary deep learning for image analysis, signal processing and pattern recognition. GECCO (Companion) (2018)
Laura Sani, Gianluca D'Addese, Riccardo Pecori, Monica Mordonini, Marco Villani, Stefano Cagnoni
An Integration-Based Approach to Pattern Clustering and Classification. AI*IA (2018)
Laura Sani, Alberto Bononi, Riccardo Pecori, Michele Amoretti, Monica Mordonini, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
An Improved Relevance Index Method to Search Important Structures in Complex Systems. WIVACE (2018)
Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni
Social Relevance Index for Studying Communities in a Facebook Group of Patients. EvoApplications (2018)
Laura Sani, Riccardo Pecori, Emilio Vicari, Michele Amoretti, Monica Mordonini, Stefano Cagnoni
Can the Relevance Index be Used to Evolve Relevant Feature Sets? EvoApplications (2018)
Stefano Cagnoni, Mauro Castelli
Special Issue on Computational Intelligence and Nature-Inspired Algorithms for Real-World Data Analytics and Pattern Recognition. Algorithms 11 (3) (2018)
Marco Villani, Laura Sani, Riccardo Pecori, Michele Amoretti, Andrea Roli, Monica Mordonini, Roberto Serra, Stefano Cagnoni
An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems. Complex. 2018 (2018)
Marco Maratea, Giovanni Adorni, Stefano Cagnoni, Marco Gori
Special issue: Selected papers from the 15th International Conference of the Italian Association for Artificial Intelligence. Intelligenza Artificiale 11 (1) (2017)
Gianluigi Silvestri, Laura Sani, Michele Amoretti, Riccardo Pecori, Emilio Vicari, Monica Mordonini, Stefano Cagnoni
Searching Relevant Variable Subsets in Complex Systems Using K-Means PSO. WIVACE (2017)
Stefano Cagnoni, Paolo Fornacciari, Juxhino Kavaja, Monica Mordonini, Agostino Poggi, Alex Solimeo, Michele Tomaiuolo
Automatic Creation of a Large and Polished Training Set for Sentiment Analysis on Twitter. MOD (2017)
Hamid Hassannejad, Guido Matrella, Paolo Ciampolini, Ilaria De Munari, Monica Mordonini, Stefano Cagnoni
A New Approach to Image-Based Estimation of Food Volume. Algorithms 10 (2) (2017)
Marco Villani, Laura Sani, Michele Amoretti, Emilio Vicari, Riccardo Pecori, Monica Mordonini, Stefano Cagnoni, Roberto Serra
A Relevance Index Method to Infer Global Properties of Biological Networks. WIVACE (2017)
Stephen L. Smith, Stefano Cagnoni, Robert M. Patton
MedGEC'16 Chairs' Welcome. GECCO (Companion) (2016)
Umberto Villano, Stefano Cagnoni, Maria Carla Calzarossa, Antonella Di Stefano, Beniamino Di Martino
Cloudifier: An Ecosystem for the Migration of Distributed Applications to the Cloud. AINA Workshops (2016)
Laura Sani, Michele Amoretti, Emilio Vicari, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
Efficient Search of Relevant Structures in Complex Systems. AI*IA (2016)
Michele Amoretti, Stefano Cagnoni
Evaluation of Advanced Routing Strategies with Information-Theoretic Complexity Measures. ISCIS (2016)
Stefano Cagnoni, Mengjie Zhang
Foreword: special issue on evolutionary computer vision and pattern recognition. Evol. Intell. 9 (3) (2016)
Stefano Cagnoni, Mengjie Zhang
Evolutionary computer vision and image processing: Some FAQs, current challenges and future perspectives. CEC (2016)
Giulio Angiani, Stefano Cagnoni, Natalia Chuzhikova, Paolo Fornacciari, Monica Mordonini, Michele Tomaiuolo
Flat and Hierarchical Classifiers for Detecting Emotion in Tweets. AI*IA (2016)
Hamid Hassannejad, Guido Matrella, Paolo Ciampolini, Ilaria De Munari, Monica Mordonini, Stefano Cagnoni
Food Image Recognition Using Very Deep Convolutional Networks. MADiMa @ ACM Multimedia (2016)
Pablo Mesejo, Óscar Ibáñez, Oscar Cordón, Stefano Cagnoni
A survey on image segmentation using metaheuristic-based deformable models: state of the art and critical analysis. Appl. Soft Comput. 44 (2016)
Emilio Vicari, Michele Amoretti, Laura Sani, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
GPU-Based Parallel Search of Relevant Variable Sets in Complex Systems. WIVACE (2016)
Hamid Hassannejad, Guido Matrella, Monica Mordonini, Stefano Cagnoni
Using Stochastic Optimization to Improve the Detection of Small Checkerboards. AI*IA (2015)
Mengjie Zhang, Stefano Cagnoni
Evolutionary Image Analysis, Signal Processing and Pattern Recognition. GECCO (Companion) (2015)
Roberto Ugolotti, Stefano Cagnoni
Automatic Tuning of Standard PSO Versions. GECCO (Companion) (2015)
Michele Amoretti, Stefano Cagnoni
Collective Self-Awareness and Self-Expression for Efficient Network Exploration. AI*IA (2015)
Shahid Mehmood, Stefano Cagnoni, Monica Mordonini, Shoab Ahmad Khan
An embedded architecture for real-time object detection in digital images based on niching particle swarm optimization. J. Real Time Image Process. 10 (1) (2015)
Roberto Ugolotti, Stefano Cagnoni
A Fair Comparison Between Standard PSO Versions. WIVACE (2015)
Michele Amoretti, Stefano Cagnoni
Toward Collective Self-Awareness and Self-Expression in Distributed Systems. Computer 48 (7) (2015)
Pablo Mesejo, Andrea Valsecchi, Linda Marrakchi-Kacem, Stefano Cagnoni, Sergio Damas
Biomedical image segmentation using geometric deformable models and metaheuristics. Comput. Medical Imaging Graph. 43 (2015)
Hamid Hassannejad, Guido Matrella, Monica Mordonini, Stefano Cagnoni
Using Small Checkerboards as Size Reference: A Model-Based Approach. ICIAP Workshops (2015)
Roberto Ugolotti, Stefano Cagnoni
Analysis of evolutionary algorithms using multi-objective parameter tuning. GECCO (2014)
Stefano Cagnoni
Evolutionary image analysis and signal processing. GECCO (Companion) (2014)
Roberto Ugolotti, Giorgio Micconi, Jacopo Aleotti, Stefano Cagnoni
GPU-Based Point Cloud Recognition Using Evolutionary Algorithms. EvoApplications (2014)
Andrea Valsecchi, Pablo Mesejo, Linda Marrakchi-Kacem, Stefano Cagnoni, Sergio Damas
Automatic evolutionary medical image segmentation using deformable models. IEEE Congress on Evolutionary Computation (2014)
Roberto Ugolotti, Stefano Cagnoni
Multi-objective Parameter Tuning for PSO-based Point Cloud Localization. WIVACE (2014)
Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Spela Ivekovic, Luca Mussi, Stefano Cagnoni
Particle Swarm Optimization and Differential Evolution for model-based object detection. Appl. Soft Comput. 13 (6) (2013)
Pablo Mesejo, Roberto Ugolotti, Ferdinando Di Cunto, Mario Giacobini, Stefano Cagnoni
Automatic hippocampus localization in histological images using Differential Evolution-based deformable models. Pattern Recognit. Lett. 34 (3) (2013)
Pablo Mesejo, Stefano Cagnoni, Alessandro Costalunga, Davide Valeriani
Segmentation of histological images using a metaheuristic-based level set approach. GECCO (Companion) (2013)
Roberto Ugolotti, Federico Sassi, Monica Mordonini, Stefano Cagnoni
Multi-sensor system for detection and classification of human activities. J. Ambient Intell. Humaniz. Comput. 4 (1) (2013)
Roberto Ugolotti, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni
GPU-Based Automatic Configuration of Differential Evolution: A Case Study. EPIA (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS (2013)
Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Stefano Cagnoni
Algorithm configuration using GPU-based metaheuristics. GECCO (Companion) (2013)
Lara González-Villanueva, Stefano Cagnoni, Luca Ascari
Design of a Wearable Sensing System for Human Motion Monitoring in Physical Rehabilitation. Sensors 13 (6) (2013)
Roberto Ugolotti, Stefano Cagnoni
Differential evolution based human body pose estimation from point clouds. GECCO (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) (2013)
Youssef S. G. Nashed, Pablo Mesejo, Roberto Ugolotti, Jérémie Dubois-Lacoste, Stefano Cagnoni
A Comparative Study of Three GPU-Based Metaheuristics. PPSN (2) (2012)
Pablo Mesejo, Roberto Ugolotti, Stefano Cagnoni, Ferdinando Di Cunto, Mario Giacobini
Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest. CBMS (2012)
Youssef S. G. Nashed, Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni
libCudaOptimize: an open source library of GPU-based metaheuristics. GECCO (Companion) (2012)
Stefano Cagnoni, Alessandro Bacchini, Luca Mussi
OpenCL Implementation of Particle Swarm Optimization: A Comparison between Multi-core CPU and GPU Performances. EvoApplications (2012)
Stefano Cagnoni, Oscar Cordón, Pablo Mesejo, Youssef S. G. Nashed, Roberto Ugolotti
First results and future developments of the MIBISOC Project in the IBISlab of the university of parma. GECCO (Companion) (2012)
Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni
Real-Time GPU Based Road Sign Detection and Classification. PPSN (1) (2012)
Luca Mussi, Spela Ivekovic, Youssef S. G. Nashed, Stefano Cagnoni
Multi-View Human Body Pose Estimation with CUDA-PSO. Int. J. Adapt. Resilient Auton. Syst. 3 (4) (2012)
Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni, Mario Giacobini, Ferdinando Di Cunto
Automatic hippocampus localization in histological images using PSO-based deformable models. GECCO (Companion) (2011)
Leonardo Vanneschi, Luca Mussi, Stefano Cagnoni
Hot topics in Evolutionary Computation. Intelligenza Artificiale 5 (1) (2011)
Luca Mussi, Fabio Daolio, Stefano Cagnoni
Evaluation of parallel particle swarm optimization algorithms within the CUDA™ architecture. Inf. Sci. 181 (20) (2011)
Luca Mussi, Youssef S. G. Nashed, Stefano Cagnoni
GPU-based asynchronous particle swarm optimization. GECCO (2011)
Luca Mussi, Spela Ivekovic, Stefano Cagnoni
Markerless Articulated Human Body Tracking from Multi-view Video with GPU-PSO. ICES (2010)
Marco Picone, Stefano Sebastio, Stefano Cagnoni, Michele Amoretti
Peer-to-peer architecture for real-time strategy MMOGs with intelligent cheater detection. SimuTools (2010)
Luca Mussi, Stefano Cagnoni, Elena Cardarelli, Fabio Daolio, Paolo Medici, Pier Paolo Porta
GPU implementation of a road sign detector based on particle swarm optimization. Evol. Intell. 3 (3-4) (2010)
Federico Sassi, Luca Ascari, Stefano Cagnoni
Classifying Human Body Acceleration Patterns Using a Hierarchical Temporal Memory. AI*IA (2009)
Stefano Cagnoni, Guido Matrella, Monica Mordonini, Federico Sassi, Luca Ascari
Sensor Fusion-Oriented Fall Detection for Assistive Technologies Applications. ISDA (2009)
Shahid Mehmood, Stefano Cagnoni, Monica Mordonini, Muddassar Farooq
Particle Swarm Optimisation as a Hardware-Oriented Meta-heuristic for Image Analysis. EvoWorkshops (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefano Cagnoni