Latest Communications of International Proceedings articles

Predictive maintenance (PdM) has become a strategic factor in modern manufacturing systems. While deep learning (DL) architectures such as Long Short-Term Memory (LSTM) models have demonstrated strong performance on large-scale industrial datasets, their effectiveness in PdM under limited data conditions remains unclear, creating an important…

The article is a comparative essay on the traditional deep learning structures, i.e., Convolutional Neural Network (CNN), Bidirectional Long Short-Term Memory (BiLSTM), and Bidirectional Gated Recurrent Unit (BiGRU) as opposed to a transformer-based model ( DistilBERT + Logistic Regression ) regarding the automated detection of…

This study analyses how perceived social support contributes to the adaptation of employees after parental leave in Romania, a transition in which they must simultaneously manage professional reintegration and family responsibilities. Although previous research has extensively addressed work-family conflict, less attention has been paid to…

The way workers with disabilities react to social support at work raises questions for management researchers, as it reveals a sharp divide — sometimes positive, sometimes negative. This ambivalence has direct managerial consequences: the very inclusion measures, accommodation policies and supportive supervisory behaviors that organizations…

This paper examines the evolution, applications, and future trajectory of open-source intelligence (OSINT). It traces OSINT’s origins from early uses of publicly accessible data in the 19th century, through its constrained role during the Cold War, to its resurgence in the digital era following the…

This study explores the computational integration of multi-omics data to analyze the regulatory mechanisms of gene expression in cancer. Specifically, it focuses on the correlation between DNA methylation in promoter regions and transcriptomic expression levels. A mathematical model is developed to define patients as data…

The Circular Economy (CE) has established itself as a disruptive paradigm and a vehicle for sustainability. SMEs are key players in the development of the CE. Currently, there is growing academic interest in studying the relationship between the CE and SMEs, primarily in Europe, Asia,…

This study investigates whether ESG ratings provide useful information for credit risk assessment in an emerging EU member-state context, where sustainability reporting is rapidly expanding but still institutionally developing. The motivation for the study arises from the increasing regulatory and financial relevance of ESG disclosure…

The green economy is a topic of great interest, especially in the wake of COVID-19. After the pandemic, many countries have included green transition in their economic recovery packages. This has triggered a need for scientific evidence and data as a basis for policy making,…

The green economy is a topic of great interest, especially in the wake of COVID-19. After the pandemic, many countries have included green transition in their economic recovery packages. This has triggered a need for scientific evidence and data as a basis for policy making,…