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Publications

2026

Pattern Recognition and Image Analysis - 12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part I

Authors
Gonçalves, N; Oliveira, HP; Sánchez, JA;

Publication
IbPRIA (1)

Abstract

2026

Ordinal Semantic Segmentation Applied to Medical and Odontological Images

Authors
Prata Lima, MD; Giraldi, GA; Cardoso, JS;

Publication
CoRR

Abstract

2026

Personalized Cell Segmentation: Benchmark and Framework for Reference-Guided Cell Type Segmentation

Authors
Wang, B; Cardoso, JS; Wu, L;

Publication
CoRR

Abstract

2026

Resilience and reliability impact in renewable energy communities design and operation

Authors
Fonseca, MD; Sousa, J; Lucas, A;

Publication
SUSTAINABLE ENERGY GRIDS & NETWORKS

Abstract
Renewable Energy Communities (RECs) are emerging as key enablers of decentralized, sustainable, and consumer-driven energy systems. Beyond environmental benefits, RECs possess significant potential to enhance resilience against extreme weather, price volatility, and infrastructure fragility. This article integrates resilience and relia bility constraints directly into the planning and operation of RECs, assessing their impact on system cost, sizing, and dispatch. Two optimization models are developed: a design model that sizes community assets (PV and BESS) using varying resilience indicators, and an operational model that minimizes costs while monitoring reliability. The analysis introduces two resilience metrics, deterministic hourly autonomy and average autonomy, and eval uates them using real-world data from the Caxias Living Lab. Results demonstrate that average resilience can be increased with minimal cost impacts due to non-linear trade-offs, whereas strict hourly resilience requires signifi cant storage investment. Furthermore, a Value of Lost Load (VoLL) reliability indicator is shown to cost-effectively trigger maintenance events. This framework offers actionable guidance for designing sustainable, adaptive, and economically viable energy communities.

2026

Knowledge Distillation for Lightweight Models in Wildfire Segmentation

Authors
Mamede, RM; Ferreira, LM; Mustafin, M; Caldeira, E; Oliveira, HP; Cardoso, JS; Sequeira, AF;

Publication
ICPRAM

Abstract

2026

Highly Efficient Software Development Using DevOps and Microservices: A Comprehensive Framework

Authors
Barbosa, D; Santos, V; Silveira, MC; Santos, A; Mamede, HS;

Publication
FUTURE INTERNET

Abstract
With the growing popularity of DevOps culture among companies and the corresponding increase in Microservices architecture development-both known to boost productivity and efficiency in software development-an increasing number of organizations are aiming to integrate them. Implementing DevOps culture and best practices can be challenging, but it is increasingly important as software applications become more robust and complex, and performance is considered essential by end users. By following the Design Science Research methodology, this paper proposes an iterative framework that closely follows the recommended DevOps practices, validated with the assistance of expert interviews, for implementing DevOps practices into Microservices architecture software development, while also offering a series of tools that serve as a base guideline for anyone following this framework, in the form of a theoretical use case. Therefore, this paper provides organizations with a guideline for adapting DevOps and offers organizations already using this methodology a framework to potentially enhance their established practices.

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