Marcello Trovati

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 52

Top Topics

Multinomial Logistic Regression

Unstructured Data

Top Venues

CIT/IUCC/DASC/PICom

Publications

Marcello Trovati, Eslam Farsimadan
Feature dimensionality reduction via homological properties of observability. Evol. Syst. 15 (1) (2024)
Ricardo Lopes, Marcello Trovati, Ella Pereira
Volumetric Techniques for Product Routing and Loading Optimisation in Industry 4.0: A Review. Future Internet 16 (2) (2024)
Nikolaos Polatidis, Stelios Kapetanakis, Marcello Trovati, Ioannis Korkontzelos, Yannis Manolopoulos
FSSDroid: Feature subset selection for Android malware detection. World Wide Web (WWW) 27 (5) (2024)
Xiaolong Xu, Zexuan Fan, Marcello Trovati, Francesco Palmieri
MLPKV: A Local Differential Multi-Layer Private Key-Value Data Collection Scheme for Edge Computing Environments. IEEE Trans. Instrum. Meas. 72 (2023)
Xiaolong Xu, Zexuan Fan, Marcello Trovati, Francesco Palmieri
MLPKV: A Local Differential Multi-Layer Private Key-Value Data Collection Scheme for Edge Computing Environments. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Khalid Teli, Marcello Trovati
An Innovation Extraction Tool. INCoS (2023)
Marcello Trovati, Khalid Teli, Nikolaos Polatidis, Ufuk Alpsahin Cullen, Simon Bolton
Artificial Intuition for Automated Decision-Making. Appl. Artif. Intell. 37 (1) (2023)
Saeed Seraj, Elias Pimenidis, Michalis Pavlidis, Stelios Kapetanakis, Marcello Trovati, Nikolaos Polatidis
BotDroid: Permission-Based Android Botnet Detection Using Neural Networks. EANN (2023)
Marcello Trovati, Olayinka Johnny, Xiaolong Xu, Nikolaos Polatidis
A New Model for Artificial Intuition. ICANN (1) (2022)
Huaizhong Zhang, Callum Altham, Marcello Trovati, Ce Zhang, Iain Rolland, Lanre Lawal, Dozien Wegbu, Nemitari Ajienka
Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Tariq Soussan, Marcello Trovati
Sentiment Analysis: A General Review and Comparison. INCoS (2022)
Marcello Trovati, Suleman Awan
A Simple Information Compression Algorithm for Directed Paths in Large Semantic Networks. INCoS (2022)
Marcello Trovati, Suleman Awan
Semantic Network: A Brief Review of its Datasets. INCoS (2022)
Lalit Garg, Sally I. McClean, Maria Barton, Brian Meenan, Ken Fullerton, Georgios Kontonatsios, Marcello Trovati, Ioannis Korkontzelos, Xiaolong Xu, Mohsen Farid
Evaluating Different Selection Criteria for Phase Type Survival Tree Construction. Big Data Res. 25 (2021)
Tariq Soussan, Marcello Trovati
Social Media Data Misuse. INCoS (2021)
Xiaolong Xu, Lei Zhang, Marcello Trovati, Francesco Palmieri, Eleana Asimakopoulou, Olayinka Johnny, Nik Bessis
PERMS: An efficient rescue route planning system in disasters. Appl. Soft Comput. 111 (2021)
Pradeep Hewage, Marcello Trovati, Ella Pereira, Ardhendu Behera
Deep learning-based effective fine-grained weather forecasting model. Pattern Anal. Appl. 24 (1) (2021)
Hari Mohan Pandey, Marcello Trovati, Nik Bessis
Statistical exploratory analysis of mask-fill reproduction operators of Genetic Algorithms. Appl. Soft Comput. 102 (2021)
Suleman Awan, Marcello Trovati
Deep Learning Approaches to Detect Real Time Events Recognition in Smart Manufacturing Systems - A Short Survey. INCoS (2021)
Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira, Morteza Ghahremani, Francesco Palmieri, Yonghuai Liu
Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station. Soft Comput. 24 (21) (2020)
Olayinka Johnny, Marcello Trovati
Knowledge-Based Networks for Artificial Intuition. INCoS (2020)
Tariq Soussan, Marcello Trovati
Improved Sentiment Urgency Emotion Detection for Business Intelligence. INCoS (2020)
Tariq Soussan, Marcello Trovati
Sentiment urgency emotion conversion over time for business intelligence. Int. J. Web Inf. Syst. 16 (5) (2020)
Marcello Trovati, Huaizhong Zhang, Jeffrey Ray, Xiaolong Xu
An Entropy-Based Approach to Real-Time Information Extraction for Industry 4.0. IEEE Trans. Ind. Informatics 16 (9) (2020)
Olayinka Johnny, Marcello Trovati
Big data inconsistencies and incompleteness: a literature review. Int. J. Grid Util. Comput. 11 (5) (2020)
Xiaolong Xu, Hao Yuan, Peter Matthew, Jeffrey Ray, Ovidiu Bagdasar, Marcello Trovati
GORTS: genetic algorithm based on one-by-one revision of two sides for dynamic travelling salesman problems. Soft Comput. 24 (10) (2020)
Xiaolong Xu, Nan Hu, Marcello Trovati, Jeffrey Ray, Francesco Palmieri, Hari Mohan Pandey
DLCD-CCE: A Local Community Detection Algorithm for Complex IoT Networks. IEEE Internet Things J. 7 (5) (2020)
Tariq Soussan, Marcello Trovati
Twitter Analysis for Business Intelligence. INCoS (2019)
Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira
Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather Data. AIAI (2019)
Olayinka Johnny, Marcello Trovati, Jeffrey Ray
Towards a Computational Model of Artificial Intuition and Decision Making. INCoS (2019)
Xiaolong Xu, Nan Hu, Tao Li, Marcello Trovati, Francesco Palmieri, Georgios Kontonatsios, Aniello Castiglione
Distributed temporal link prediction algorithm based on label propagation. Future Gener. Comput. Syst. 93 (2019)
Jeffrey Ray, Marcello Trovati
On the Need for a Novel Intelligent Big Data Platform: A Proposed Solution. INCoS (2018)
Xiaolong Xu, Hanzhong Rong, Ella Pereira, Marcello Trovati
Predatory Search-based Chaos Turbo Particle Swarm Optimisation (PS-CTPSO): A new particle swarm optimisation algorithm for Web service combination problems. Future Gener. Comput. Syst. 89 (2018)
Jeffrey Ray, Olayinka Johnny, Marcello Trovati, Stelios Sotiriadis, Nik Bessis
The Rise of Big Data Science: A Survey of Techniques, Methods and Approaches in the Field of Natural Language Processing and Network Theory. Big Data Cogn. Comput. 2 (3) (2018)
Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
An investigation on human dynamics in enclosed spaces. Comput. Electr. Eng. 67 (2018)
Xiaolong Xu, Hao Yuan, Mark Liptrott, Marcello Trovati
Two phase heuristic algorithm for the multiple-travelling salesman problem. Soft Comput. 22 (19) (2018)
Olayinka Johnny, Marcello Trovati
Big Data Inconsistencies: A Literature Review. INCoS (2018)
Xiaolong Xu, Hanzhong Rong, Marcello Trovati, Mark Liptrott, Nik Bessis
CS-PSO: chaotic particle swarm optimization algorithm for solving combinatorial optimization problems. Soft Comput. 22 (3) (2018)
Omar Behadada, Meryem Abi-Ayad, Georgios Kontonatsios, Marcello Trovati
Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier. GPC (2017)
Marcello Trovati, Jer Hayes, Francesco Palmieri, Nik Bessis
Automated extraction of fragments of Bayesian networks from textual sources. Appl. Soft Comput. 60 (2017)
Omar Behadada, Marcello Trovati, Georgios Kontonatsios, Yannis Korkontzelos
A Multinomial Logistic Regression Approach for Arrhythmia Detection. Int. J. Distributed Syst. Technol. 8 (4) (2017)
Jeffrey Ray, Marcello Trovati, Simon Minford
A Preliminary Automated Approach to Assess Hospital Patient Feedback. INCoS (2017)
Yeqin Shao, Marcello Trovati, Quan Shi, Olga Angelopoulou, Eleana Asimakopoulou, Nik Bessis
A hybrid spam detection method based on unstructured datasets. Soft Comput. 21 (1) (2017)
Olayinka Johnny, Marcello Trovati, Jeffrey Ray
The "Gut-Feeling" in the Decision-Making Process: A Computationally Efficient Approach to Influence Relation Assessment. INCoS (2017)
Jeffrey Ray, Marcello Trovati
A Survey of Topological Data Analysis (TDA) Methods Implemented in Python. INCoS (2017)
Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios
Assessment of Security Threats via Network Topology Analysis: An Initial Investigation. GPC (2017)
John Panneerselvam, Lu Liu, Nick Antonopoulos, Marcello Trovati
Latency-Aware Empirical Analysis of the Workloads for Reducing Excess Energy Consumptions at Cloud Datacentres. SOSE (2016)
Evangelos Pournaras, Jovan Nikolic, Pablo Velásquez, Marcello Trovati, Nik Bessis, Dirk Helbing
Self-regulatory information sharing in participatory social sensing. EPJ Data Sci. 5 (1) (2016)
Marcello Trovati, Nik Bessis
An influence assessment method based on co-occurrence for topologically reduced big data sets. Soft Comput. 20 (5) (2016)
Marcello Trovati, Philip Hodgson, Charlotte Hargreaves, Andrew David Baker, Lu Liu, Nik Bessis
Dependency Networks Extractions from Textual Sources in Criminology: An Initial Implementation. BigDataService (2016)
Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis, Yannis Korkontzelos
Logistic Regression Multinomial for Arrhythmia Detection. FAS*W@SASO/ICCAC (2016)
Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis
Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach. Concurr. Comput. Pract. Exp. 28 (2) (2016)
Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study. ICT-DM (2015)
Nathan Whittington, Lu Liu, Bo Yuan, Marcello Trovati
Investigation of Energy Efficiency on Cloud Computing. CIT/IUCC/DASC/PICom (2015)
Marcello Trovati
Reduced Topologically Real-World Networks: A Big-Data Approach. Int. J. Distributed Syst. Technol. 6 (2) (2015)
Chinyelu Philomena Udeagwu, Stelios Sotiriadis, Eleana Asimakopoulou, Nik Bessis, Marcello Trovati
Analysis of Techniques for Visualizing Security Risks and Threats. 3PGCIC (2015)
Marcello Trovati, Aniello Castiglione, Nik Bessis, Richard Hill
A Kuramoto Model Based Approach to Extract and Assess Influence Relations. ISICA (2015)
Marcello Trovati, Jayne Trovati, Peter Larcombe, Lu Liu
A Semi-automated Assessment of the Direction of Influence Relations from Semantic Networks: A Case Study in Maths Anxiety. CIT/IUCC/DASC/PICom (2015)
Marcello Trovati, Philip Hodgson, Charlotte Hargreaves
A Preliminary Investigation of a Semi-Automatic Criminology Intelligence Extraction Method: A Big Data Approach. INCoS (2015)
Mariwan Ahmed, Lu Liu, Bo Yuan, Marcello Trovati, James Hardy
Context-Aware Service Discovery and Selection in Decentralized Environments. CIT/IUCC/DASC/PICom (2015)
Aaron Johnson, Paul Holmes, Lewis Craske, Marcello Trovati, Nik Bessis, Peter Larcombe
Computational Objectivity in Depression Assessment for Unstructured Large Datasets. CIT/IUCC/DASC/PICom (2015)
Marcello Trovati
A Comprehensive Evaluation of a Novel Approach to Probabilistic Information Extraction from Large Unstructured Datasets. INCoS (2015)
Oladotun Omosebi, Stelios Sotiriadis, Eleana Asimakopoulou, Nik Bessis, Marcello Trovati, Richard Hill
Designing a Subscription Service for Earthquake Big Data Analysis from Multiple Sources. 3PGCIC (2015)
Marcello Trovati, Richard Hill, Nik Bessis
A Non-genuine Message Detection Method Based on Unstructured Datasets. 3PGCIC (2015)
Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
An Analytical Tool to Map Big Data to Networks with Reduced Topologies. INCoS (2014)
Marcello Trovati, James Brady
Towards an Automated Approach to Extract and Compare Fictional Networks: An Initial Evaluation. DEXA Workshops (2014)
Marcello Trovati, Ovidiu Bagdasar
Influence Discovery in Semantic Networks: An Initial Approach. UKSim (2014)
Marcello Trovati, Nik Bessis, Anna Huber, Asta Zelenkauskaite, Eleana Asimakopoulou
Extraction, Identification, and Ranking of Network Structures from Data Sets. CISIS (2014)