NLP-based platform as a service: a brief review

S Pais, J Cordeiro, ML Jamil - Journal of Big Data, 2022 - Springer
Natural language processing (NLP) refers to the field of study that focuses on the
interactions between human language and computers. It has recently gained much attention …

An influence assessment method based on co-occurrence for topologically reduced big data sets

M Trovati, N Bessis - Soft computing, 2016 - Springer
The extraction of meaningful, accurate, and relevant information is at the core of Big Data
research. Furthermore, the ability to obtain an insight is essential in any decision-making …

The rise of big data science: A survey of techniques, methods and approaches in the field of natural language processing and network theory

J Ray, O Johnny, M Trovati, S Sotiriadis… - Big Data and Cognitive …, 2018 - mdpi.com
The continuous creation of data has posed new research challenges due to its complexity,
diversity and volume. Consequently, Big Data has increasingly become a fully recognised …

PERMS: An efficient rescue route planning system in disasters

X Xu, L Zhang, M Trovati, F Palmieri… - Applied Soft …, 2021 - Elsevier
The occurrence of natural and man-made disasters usually leads to significant social and
economic disruption, as well as high numbers of casualties. Such occurrences are difficult to …

Automated extraction of fragments of Bayesian networks from textual sources

M Trovati, J Hayes, F Palmieri, N Bessis - Applied Soft Computing, 2017 - Elsevier
Mining large amounts of unstructured data for extracting meaningful, accurate, and
actionable information, is at the core of a variety of research disciplines including computer …

Reduced topologically real-world networks: a big-data approach

M Trovati - International Journal of Distributed Systems and …, 2015 - igi-global.com
The topological and dynamical properties of real-world networks have attracted extensive
research from a variety of multi-disciplinary fields. They, in fact, model typically big datasets …

Towards an automated approach to extract and compare fictional networks: An initial evaluation

M Trovati, J Brady - 2014 25th International Workshop on …, 2014 - ieeexplore.ieee.org
Within the field of Digital Humanities, fictional networks are defined by the social interactions
among characters, capturing unique features associated with each different textual source …

An analytical tool to map big data to networks with reduced topologies

M Trovati, E Asimakopoulou… - … Conference on Intelligent …, 2014 - ieeexplore.ieee.org
The topological and dynamical properties of real-world networks have attracted extensive
research from a variety of multi-disciplinary fields. They, in fact, model typically big datasets …

Detecting present events to predict future: detection and evolution of events on Twitter

ME Ali, L Liu, M Farid - 2018 IEEE Symposium on Service …, 2018 - ieeexplore.ieee.org
Event is not a one-off occurrence of something, rather it is a continuous chain of small
events. Along with event detection, the event evolution is equally important. Most existing …

Post COVID-19 Remote Medicine and Telemedicine Evaluation via Natural Language Processing Techniques

M Trovati, T Soussan, Y Korkontzelos… - Data Science and Artificial …, 2024 - Springer
The COVID-19 pandemic greatly increased the workload of hospitals and various
restrictions were put in place to restrict the spread of the virus. As a result, clinics were shut …