S. Vanitha’s scientific contributions

... In the field of intrusion detection, researchers have proposed innovative deep learning solutions including ensembles of sequential neural networks as listed in Table 3, for complex malware data [28], augmented training and parallel model approaches for high accuracy [29], ant colony optimization for IoT feature selection with the further real-world analysis required [30], stacking ensembles with feature selection demonstrating promise but ...

Reference:

An Adaptive Intrusion Detection System for Evolving IoT Threats: An Autoencoder-FNN Fusion

... Notably, certain non-pharmaceutical interventions proved successful in reducing hospitalization and death rates in specific countries (e.g., Korea, Taiwan, Japan, China, New Zealand, and the Czech Republic) (Kandikattu et al., 2021). Yet, with the emergence of new virus variants, subsequent peaks in hospitalization and death rates were observed (Arvind et al., 2023). Vaccination emerges as a pivotal strategy in mitigating the hospitalization rate and facilitating a gradual reopening of society (Malik et al., 2022). ...

Reference:

Deciphering the complexity of COVID-19 transmission: Unveiling precision through robust vaccination policies and advanced predictive modeling with random forest regression

... In recent decades, the subject of KM had become increasingly important in discussions about organisational management since a significant change in theoretical paradigms occurred when Industry 4.0 innovations fully transformed the industrial environment (De Carvalho et al., 2018;Tuptuk and Hailes, 2018). In this current revolution, both humans and machines are at the centre of decision-making processes: machines are no longer simply data collectors but can contextualise data and make decisions by reproducing human cognitive processes (Vanitha et al., 2020;Minh Dang et al., 2019;Li et al., 2018). Furthermore, people are constantly connected via mobile devices and social media platforms, changing how people communicate (Schwarzmü ller et al., 2018). ...

Reference:

The WISED knowledge-creating company: rethinking SECI model in light of the digital transition