Computational Intelligence in Modern Systems

SCOPE

The growing pervasiveness of Computational Intelligence is fundamentally transforming the way complex problems are modeled, analyzed, and solved across a wide spectrum of scientific and applied domains. From pattern recognition to generative modeling, from decision support to explainable reasoning, intelligent systems are becoming a cornerstone of modern research and innovation. Main topics include the design and analysis of neural network architectures for tasks such as computer vision, medical imaging, and numerical pattern recognition, where the extraction of meaningful structure from complex data remains an open and active research challenge. The workshop places particular attention on explainable, trustworthy, and human-centered AI, including fuzzy systems, interpretable models, and decision support frameworks that ensure transparency and reliability in automated reasoning. As intelligent systems are increasingly deployed in sensitive and high-stakes contexts, the ability to understand, justify, and audit their behavior becomes as important as their predictive performance.

TOPICS

Topics of interest are, but not limited to:

Deep learning for computer vision
Medical imaging and AI-assisted diagnosis
Object detection, segmentation, and tracking
Remote sensing and satellite image analysis
Neural architectures for numerical and temporal pattern recognition
Time series analysis and forecasting with deep learning
Anomaly detection in complex data streams
Representation learning and feature extraction
Generative models for data synthesis and augmentation
Multimodal learning and cross-modal generation
Explainability methods for deep neural networks
Fuzzy systems and interpretable reasoning
Hybrid symbolic-neural approaches
Transfer learning and domain adaptation

PROGRAM CO-CHAIRS

Emanuel Di Nardo
Angelo Casolaro
Domenico Amato
Salvatore Calderaro
Angelo Ciaramella

IMPORTANT DATES

Extended Abstract Submission Deadline: ~~March 25, 2026~~ April 9, 2026 (Extended)
Notification of Acceptance: April 25, 2026
Camera-ready Deadline: May 15, 2026
Workshop Dates: June 9-12, 2026

PUBLICATION AND PAGE LIMITATIONS

Contributions will be published on the SPRINGER “Smart Innovation Systems and Technologies” (see Springer Guidelines for formatting guidelines and templates). The minimum paper length is 15 pages.
Manuscripts should be submitted through the Easy Chair link: https://easychair.org/conferences/?conf=wirn2026
Please specify in the abstract the name of the title of the workshop: “Computational Intelligence in Modern Systems”

REGISTRATION FEE

Registration must be done through bank transfer and receipts must be exhibited at the conference.
Details can be found at https://siren.science/registration.html