Marcello Trovati
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Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station
P Hewage, A Behera, M Trovati, E Pereira, M Ghahremani, F Palmieri, ...
Soft Computing 24, 16453-16482, 2020
Deep learning-based effective fine-grained weather forecasting model
P Hewage, M Trovati, E Pereira, A Behera
Pattern Analysis and Applications 24 (1), 343-366, 2021
CS-PSO: chaotic particle swarm optimization algorithm for solving combinatorial optimization problems
X Xu, H Rong, M Trovati, M Liptrott, N Bessis
Soft Computing 22, 783-795, 2018
Two phase heuristic algorithm for the multiple-travelling salesman problem
X Xu, H Yuan, M Liptrott, M Trovati
Soft Computing 22, 6567-6581, 2018
An influence assessment method based on co-occurrence for topologically reduced big data sets
M Trovati, N Bessis
Soft computing 20, 2021-2030, 2016
Self-regulatory information sharing in participatory social sensing
E Pournaras, J Nikolic, P Velásquez, M Trovati, N Bessis, D Helbing
EPJ Data Science 5, 1-24, 2016
Big-data analytics and cloud computing
M Trovati, R Hill, A Anjum, S Ying Zhu, L Liu
Long-short term memory for an effective short-term weather forecasting model using surface weather data
P Hewage, A Behera, M Trovati, E Pereira
IFIP International Conference on Artificial Intelligence Applications and …, 2019
Predatory search-based chaos turbo particle swarm optimisation (PS-CTPSO): A new particle swarm optimisation algorithm for web service combination problems
X Xu, H Rong, E Pereira, M Trovati
Future Generation Computer Systems 89, 375-386, 2018
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, N Bessis
Big Data and Cognitive Computing 2 (3), 22, 2018
Automated extraction of fragments of Bayesian networks from textual sources
M Trovati, J Hayes, F Palmieri, N Bessis
Applied Soft Computing 60, 508-519, 2017
Extraction, identification, and ranking of network structures from data sets
M Trovati, N Bessis, A Huber, A Zelenkauskaite, E Asimakopoulou
2014 Eighth international conference on complex, intelligent and software …, 2014
Distributed temporal link prediction algorithm based on label propagation
X Xu, N Hu, T Li, M Trovati, F Palmieri, G Kontonatsios, A Castiglione
Future generation computer systems 93, 627-636, 2019
Reduced topologically real-world networks: a big-data approach
M Trovati
International Journal of Distributed Systems and Technologies (IJDST) 6 (2 …, 2015
An entropy-based approach to real-time information extraction for industry 4.0
M Trovati, H Zhang, J Ray, X Xu
IEEE Transactions on Industrial Informatics 16 (9), 6033-6041, 2019
A hybrid spam detection method based on unstructured datasets
Y Shao, M Trovati, Q Shi, O Angelopoulou, E Asimakopoulou, N Bessis
Soft Computing 21, 233-243, 2017
Big data‐based extraction of fuzzy partition rules for heart arrhythmia detection: a semi‐automated approach
O Behadada, M Trovati, MA Chikh, N Bessis
Concurrency and Computation: Practice and Experience 28 (2), 360-373, 2016
A survey of topological data analysis (tda) methods implemented in python
J Ray, M Trovati
Advances in Intelligent Networking and Collaborative Systems: The 9th …, 2018
Using a dynamically-generated content-level newsworthiness rating to provide content recommendations
DJ McCloskey, M Trovati, CS Zimmet
US Patent 8,386,457, 2013
Latency-aware empirical analysis of the workloads for reducing excess energy consumptions at cloud datacentres
J Panneerselvam, L Liu, N Antonopoulos, M Trovati
2016 IEEE Symposium on Service-Oriented System Engineering (SOSE), 44-52, 2016
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