Conveners
Pervasive Systems and Computing
- Valentina TIRSU (Technical University of Moldova)
The integration of Artificial Intelligence (AI) in banking has brought significant advancements in areas such as credit scoring, fraud detection, and risk management. However, the adoption of complex machine learning models has also introduced major challenges regarding transparency, regulatory compliance, and trust. This paper examines a broad set of explainability techniques applicable to...
Large Language Models (LLMs) have shown potential in supporting requirements engineering through automation, especially in regulated and safety-critical domains. This paper evaluates the capabilities of 3 well-known LLMs (GPT-4, Claude, Gemini) in transforming user requirements into structured product requirements and corresponding test cases within the context of railway signaling. A custom...
Today, many smart city projects integrate an air quality monitoring component, however, particularly in the IoT field, the observability property of the system appears less mature compared to other software domains. Many systems depend heavily on vendor-specific technologies, making unified visibility rather difficult. This happens because current solutions collect many environmental...
This paper presents a context-aware system that monitors and predicts passenger comfort in pervasive driving environments, by using in-vehicle sensor data and machine learning. A Neural Network-based model is trained on baseline and then personalised using data gathered from CAN Bus to infer discomfort from driving patterns, such as car braking and cornering. The proposed architecture...
The advancement of computing systems has gone hand in hand with the development of increasingly sophisticated communication networks. The arrival of 5G cellular networks has dramatically enhanced mobility, flexibility, and data throughput—but at the cost of significantly higher energy consumption, particularly in mobile communication modules. While extensive research has been conducted on...
"This paper thesis proposes the development of a desktop application, by integrating a
graphical user interface designed to improve the user experience with the virtual prototype of a
chip. The identified problem is the difficulty of users accessing, interacting, configuring and
analyzing the virtual prototype in an intuitive and centralized way. The interface groups and
optimizes access...
