Stefano Cagnoni

University of Parma — Italy

Computer Science · Physical Sciences

28h-index3.3kcitations239works2.32yr avg
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Research Topics

Evolutionary Algorithms and Applications(83), Metaheuristic Optimization Algorithms Research(47), Advanced Image and Video Retrieval Techniques(22), Neural Networks and Applications(20), Medical Image Segmentation Techniques(16)

Publications239 total

LLMs in Staging: An Orchestrated LLM Workflow for Structured Augmentation with Fact Scoring
Future Internet·2025Open Access
Machine learning and evolutionary computation on e-nose datasets: A preliminary approach to ergot alkaloid detection in wheat
Chemometrics and Intelligent Laboratory Systems·2025· 1 cited
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2025
Introduction to the Special Issue on Explainable AI in Evolutionary Computation—Part 2
ACM Transactions on Evolutionary Learning and Optimization·2025
Portable E-tongue based on modified screen-printed electrodes coupled with chemometrics for food authenticity assessment
2025Open Access
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
IEEE Transactions on Evolutionary Computation·2024· 15 citedOpen Access
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
arXiv (Cornell University)·2024· 2 citedOpen Access
Evaluation of a Voltametric E-Tongue Combined with Data Preprocessing for Fast and Effective Machine Learning-Based Classification of Tomato Purées by Cultivar
Sensors·2024· 8 citedOpen Access
Model-Based design of a Machine Learning algorithm for on-site food authenticity testing
2024· 2 cited
Introduction to the Special Issue on Explainable AI in Evolutionary Computation
ACM Transactions on Evolutionary Learning and Optimization·2024Open Access
PerconAI 2024: 3rd Workshop on Pervasive and Resource-Constrained Artificial Intelligence - Welcome and Committees
2024Open Access
A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data
Future Internet·2024· 5 citedOpen Access
A Multi-head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data
Preprints.org·2024· 1 citedOpen Access
Language Models Fine-Tuning for Automatic Format Reconstruction of SEC Financial Filings
IEEE Access·2024· 3 citedOpen Access
Hybrid GP/PSO Representation of 1-D Signals in an Autoencoder Fashion
Communications in computer and information science·2024
Implementing AI Vertical use cases ‐ Scenario 1
EFSA Supporting Publications·2023· 4 citedOpen Access
Editorial: Ethical design of artificial intelligence-based systems for decision making
Frontiers in Artificial Intelligence·2023· 12 citedOpen Access
Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition
2023
Evolutionary Computation and Explainable AI Towards ECXAI 2023: A Year in Review
ACM SIGEVOlution·2023
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Frequent Co-authors

Monica Mordonini(15), Pablo Mesejo(7), Luca Mussi(6), Roberto Ugolotti(6), David Corne(5), Günther R. Raidl(5), Riccardo Poli(4), Guido Matrella(4), Elena Marchiori(4), Emma Hart(4), Giovanni Adorni(4), G. Valli(3), Paolo Ciampolini(3), Ilaria De Munari(3), Fabio Daolio(3), Colin G. Johnson(3), Juan Romero(3), Jens Gottlieb(3), Martin Middendorf(3), Yaochu Jin(3)