Marcello Trovati

77 papers C 3Misc 2Journal 32Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable AI-Based Semantic Retrieval from an Expert-Curated Oncology Knowledge Graph for Clinical Decision Support. Future Internet Sameer Mushtaq, Marcello Trovati, Nik Bessis
2025	J	`jnl`	Real-time anomaly detection in seasonal time series with conditional variational autoencoder. Appl. Soft Comput. Lorenzo Porcelli, Marcello Trovati, Francesco Palmieri
2025	J	`jnl`	Zero-day Android botnet detection using neural networks. Neural Comput. Appl. Saeed Seraj, Elias Pimenidis, Marcello Trovati, Nikolaos Polatidis
2024	J	`jnl`	FSSDroid: Feature subset selection for Android malware detection. World Wide Web (WWW) Nikolaos Polatidis, Stelios Kapetanakis, Marcello Trovati, Ioannis Korkontzelos, Yannis Manolopoulos
2024	J	`jnl`	Feature dimensionality reduction via homological properties of observability. Evol. Syst. Marcello Trovati, Eslam Farsimadan
2024	—	`conf`	Initial Investigation of the Sentiment Analysis Similarities and Consistencies in English and Chinese. INCoS Vladimir Nikonov, Marcello Trovati
2024	J	`jnl`	Volumetric Techniques for Product Routing and Loading Optimisation in Industry 4.0: A Review. Future Internet Ricardo Lopes, Marcello Trovati, Ella Pereira
2023	—	`conf`	An Innovation Extraction Tool. INCoS Khalid Teli, Marcello Trovati
2023	J	`jnl`	Artificial Intuition for Automated Decision-Making. Appl. Artif. Intell. Marcello Trovati, Khalid Teli, Nikolaos Polatidis, Ufuk Alpsahin Cullen, Simon Bolton
2023	C	`conf`	BotDroid: Permission-Based Android Botnet Detection Using Neural Networks. EANN Saeed Seraj, Elias Pimenidis, Michalis Pavlidis, Stelios Kapetanakis, Marcello Trovati, Nikolaos Polatidis
2023	J	`jnl`	MLPKV: A Local Differential Multi-Layer Private Key-Value Data Collection Scheme for Edge Computing Environments. IEEE Trans. Inf. Forensics Secur. Xiaolong Xu, Zexuan Fan, Marcello Trovati, Francesco Palmieri
2023	—	`conf`	VPNDroid: Malicious Android VPN Detection Using a CNN-RF Method. ICANN (10) Nikolaos Polatidis, Elias Pimenidis, Marcello Trovati, Lazaros Iliadis
2022	—	`conf`	A New Model for Artificial Intuition. ICANN (1) Marcello Trovati, Olayinka Johnny, Xiaolong Xu, Nikolaos Polatidis
2022	—	`conf`	A Simple Information Compression Algorithm for Directed Paths in Large Semantic Networks. INCoS Marcello Trovati, Suleman Awan
2022	J	`jnl`	Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Huaizhong Zhang, Callum Altham, Marcello Trovati, Ce Zhang, Iain Rolland, Lanre Lawal, Dozien Wegbu, Nemitari Ajienka
2022	—	`conf`	Early Detection of Parkinson's Disease Dementia Using Dual-Sided Multi-scale Convolutional Neural Networks (DSMS-CNN). MICAD Callum Altham, Huaizhong Zhang, Marcello Trovati, Ella Pereira, Nicola J. Ray, Simon S. Keller, Antonella Macerollo, Hulya Wieshmann
2022	—	`conf`	Semantic Network: A Brief Review of its Datasets. INCoS Marcello Trovati, Suleman Awan
2022	—	`conf`	Sentiment Analysis: A General Review and Comparison. INCoS Tariq Soussan, Marcello Trovati
2021	—	`conf`	Deep Learning Approaches to Detect Real Time Events Recognition in Smart Manufacturing Systems - A Short Survey. INCoS Suleman Awan, Marcello Trovati
2021	J	`jnl`	Deep learning-based effective fine-grained weather forecasting model. Pattern Anal. Appl. Pradeep Hewage, Marcello Trovati, Ella Pereira, Ardhendu Behera
2021	J	`jnl`	Evaluating Different Selection Criteria for Phase Type Survival Tree Construction. Big Data Res. Lalit Garg, Sally I. McClean, Maria Barton, Brian Meenan, Ken Fullerton, Georgios Kontonatsios, Marcello Trovati, Ioannis Korkontzelos, Xiaolong Xu, Mohsen Farid
2021	J	`jnl`	PERMS: An efficient rescue route planning system in disasters. Appl. Soft Comput. Xiaolong Xu, Lei Zhang, Marcello Trovati, Francesco Palmieri, Eleana Asimakopoulou, Olayinka Johnny, Nik Bessis
2021	—	`conf`	Social Media Data Misuse. INCoS Tariq Soussan, Marcello Trovati
2021	J	`jnl`	Statistical exploratory analysis of mask-fill reproduction operators of Genetic Algorithms. Appl. Soft Comput. Hari Mohan Pandey, Marcello Trovati, Nik Bessis
2020	J	`jnl`	An Entropy-Based Approach to Real-Time Information Extraction for Industry 4.0. IEEE Trans. Ind. Informatics Marcello Trovati, Huaizhong Zhang, Jeffrey Ray, Xiaolong Xu
2020	J	`jnl`	Big data inconsistencies and incompleteness: a literature review. Int. J. Grid Util. Comput. Olayinka Johnny, Marcello Trovati
2020	J	`jnl`	DLCD-CCE: A Local Community Detection Algorithm for Complex IoT Networks. IEEE Internet Things J. Xiaolong Xu, Nan Hu, Marcello Trovati, Jeffrey Ray, Francesco Palmieri, Hari Mohan Pandey
2020	J	`jnl`	GORTS: genetic algorithm based on one-by-one revision of two sides for dynamic travelling salesman problems. Soft Comput. Xiaolong Xu, Hao Yuan, Peter Matthew, Jeffrey Ray, Ovidiu Bagdasar, Marcello Trovati
2020	—	`conf`	Improved Sentiment Urgency Emotion Detection for Business Intelligence. INCoS Tariq Soussan, Marcello Trovati
2020	—	`conf`	Knowledge-Based Networks for Artificial Intuition. INCoS Olayinka Johnny, Marcello Trovati
2020	J	`jnl`	Sentiment urgency emotion conversion over time for business intelligence. Int. J. Web Inf. Syst. Tariq Soussan, Marcello Trovati
2020	J	`jnl`	Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station. Soft Comput. Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira, Morteza Ghahremani, Francesco Palmieri, Yonghuai Liu
2019	J	`jnl`	Distributed temporal link prediction algorithm based on label propagation. Future Gener. Comput. Syst. Xiaolong Xu, Nan Hu, Tao Li, Marcello Trovati, Francesco Palmieri, Georgios Kontonatsios, Aniello Castiglione
2019	Misc	`conf`	Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather Data. AIAI Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira
2019	—	`conf`	Towards a Computational Model of Artificial Intuition and Decision Making. INCoS Olayinka Johnny, Marcello Trovati, Jeffrey Ray
2019	—	`conf`	Twitter Analysis for Business Intelligence. INCoS Tariq Soussan, Marcello Trovati
2018	J	`jnl`	An investigation on human dynamics in enclosed spaces. Comput. Electr. Eng. Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
2018	—	`conf`	Big Data Inconsistencies: A Literature Review. INCoS Olayinka Johnny, Marcello Trovati
2018	J	`jnl`	CS-PSO: chaotic particle swarm optimization algorithm for solving combinatorial optimization problems. Soft Comput. Xiaolong Xu, Hanzhong Rong, Marcello Trovati, Mark Liptrott, Nik Bessis
2018	—	`conf`	On the Need for a Novel Intelligent Big Data Platform: A Proposed Solution. INCoS Jeffrey Ray, Marcello Trovati
2018	J	`jnl`	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. Xiaolong Xu, Hanzhong Rong, Ella Pereira, Marcello Trovati
2018	J	`jnl`	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. Jeffrey Ray, Olayinka Johnny, Marcello Trovati, Stelios Sotiriadis, Nik Bessis
2018	J	`jnl`	Two phase heuristic algorithm for the multiple-travelling salesman problem. Soft Comput. Xiaolong Xu, Hao Yuan, Mark Liptrott, Marcello Trovati
2017	J	`jnl`	A Multinomial Logistic Regression Approach for Arrhythmia Detection. Int. J. Distributed Syst. Technol. Omar Behadada, Marcello Trovati, Georgios Kontonatsios, Yannis Korkontzelos
2017	—	`conf`	A Preliminary Automated Approach to Assess Hospital Patient Feedback. INCoS Jeffrey Ray, Marcello Trovati, Simon Minford
2017	—	`conf`	A Survey of Topological Data Analysis (TDA) Methods Implemented in Python. INCoS Jeffrey Ray, Marcello Trovati
2017	J	`jnl`	A hybrid spam detection method based on unstructured datasets. Soft Comput. Yeqin Shao, Marcello Trovati, Quan Shi, Olga Angelopoulou, Eleana Asimakopoulou, Nik Bessis
2017	C	`conf`	Assessment of Security Threats via Network Topology Analysis: An Initial Investigation. GPC Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios
2017	J	`jnl`	Automated extraction of fragments of Bayesian networks from textual sources. Appl. Soft Comput. Marcello Trovati, Jer Hayes, Francesco Palmieri, Nik Bessis
2017	C	`conf`	Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier. GPC Omar Behadada, Meryem Abi-Ayad, Georgios Kontonatsios, Marcello Trovati
2017	—	`conf`	The "Gut-Feeling" in the Decision-Making Process: A Computationally Efficient Approach to Influence Relation Assessment. INCoS Olayinka Johnny, Marcello Trovati, Jeffrey Ray
2016	J	`jnl`	An influence assessment method based on co-occurrence for topologically reduced big data sets. Soft Comput. Marcello Trovati, Nik Bessis
2016	J	`jnl`	Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach. Concurr. Comput. Pract. Exp. Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis
2016	—	`conf`	Dependency Networks Extractions from Textual Sources in Criminology: An Initial Implementation. BigDataService Marcello Trovati, Philip Hodgson, Charlotte Hargreaves, Andrew David Baker, Lu Liu, Nik Bessis
2016	—	`conf`	Latency-Aware Empirical Analysis of the Workloads for Reducing Excess Energy Consumptions at Cloud Datacentres. SOSE John Panneerselvam, Lu Liu, Nick Antonopoulos, Marcello Trovati
2016	—	`conf`	Logistic Regression Multinomial for Arrhythmia Detection. FAS*W@SASO/ICCAC Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis, Yannis Korkontzelos
2016	J	`jnl`	Self-regulatory information sharing in participatory social sensing. EPJ Data Sci. Evangelos Pournaras, Jovan Nikolic, Pablo Velásquez, Marcello Trovati, Nik Bessis, Dirk Helbing
2015	—	`conf`	A Comprehensive Evaluation of a Novel Approach to Probabilistic Information Extraction from Large Unstructured Datasets. INCoS Marcello Trovati
2015	—	`conf`	A Kuramoto Model Based Approach to Extract and Assess Influence Relations. ISICA Marcello Trovati, Aniello Castiglione, Nik Bessis, Richard Hill
2015	—	`conf`	A Non-genuine Message Detection Method Based on Unstructured Datasets. 3PGCIC Marcello Trovati, Richard Hill, Nik Bessis
2015	—	`conf`	A Preliminary Investigation of a Semi-Automatic Criminology Intelligence Extraction Method: A Big Data Approach. INCoS Marcello Trovati, Philip Hodgson, Charlotte Hargreaves
2015	—	`conf`	A Semi-automated Assessment of the Direction of Influence Relations from Semantic Networks: A Case Study in Maths Anxiety. CIT/IUCC/DASC/PICom Marcello Trovati, Jayne Trovati, Peter Larcombe, Lu Liu
2015	—	`ch.`	An Overview of Some Theoretical Topological Aspects of Big Data. Big-Data Analytics and Cloud Computing Marcello Trovati
2015	—	`conf`	Analysis of Techniques for Visualizing Security Risks and Threats. 3PGCIC Chinyelu Philomena Udeagwu, Stelios Sotiriadis, Eleana Asimakopoulou, Nik Bessis, Marcello Trovati
2015	—	`ed.`	Big-Data Analytics and Cloud Computing - Theory, Algorithms and Applications Big-Data Analytics and Cloud Computing Marcello Trovati, Richard Hill, Ashiq Anjum, Shao Ying Zhu, Lu Liu
2015	—	`conf`	Computational Objectivity in Depression Assessment for Unstructured Large Datasets. CIT/IUCC/DASC/PICom Aaron Johnson, Paul Holmes, Lewis Craske, Marcello Trovati, Nik Bessis, Peter Larcombe
2015	—	`conf`	Context-Aware Service Discovery and Selection in Decentralized Environments. CIT/IUCC/DASC/PICom Mariwan Ahmed, Lu Liu, Bo Yuan, Marcello Trovati, James Hardy
2015	—	`conf`	Designing a Subscription Service for Earthquake Big Data Analysis from Multiple Sources. 3PGCIC Oladotun Omosebi, Stelios Sotiriadis, Eleana Asimakopoulou, Nik Bessis, Marcello Trovati, Richard Hill
2015	—	`ch.`	Extraction of Bayesian Networks from Large Unstructured Datasets. Big-Data Analytics and Cloud Computing Marcello Trovati
2015	—	`conf`	Investigation of Energy Efficiency on Cloud Computing. CIT/IUCC/DASC/PICom Nathan Whittington, Lu Liu, Bo Yuan, Marcello Trovati
2015	J	`jnl`	Reduced Topologically Real-World Networks: A Big-Data Approach. Int. J. Distributed Syst. Technol. Marcello Trovati
2015	—	`conf`	Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study. ICT-DM Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
2015	—	`ch.`	Two Case Studies Based on Large Unstructured Sets. Big-Data Analytics and Cloud Computing Aaron Johnson, Paul Holmes, Lewis Craske, Marcello Trovati, Nik Bessis, Peter Larcombe
2014	—	`conf`	An Analytical Tool to Map Big Data to Networks with Reduced Topologies. INCoS Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
2014	Misc	`conf`	Extraction, Identification, and Ranking of Network Structures from Data Sets. CISIS Marcello Trovati, Nik Bessis, Anna Huber, Asta Zelenkauskaite, Eleana Asimakopoulou
2014	—	`conf`	Influence Discovery in Semantic Networks: An Initial Approach. UKSim Marcello Trovati, Ovidiu Bagdasar
2014	—	`conf`	Towards an Automated Approach to Extract and Compare Fictional Networks: An Initial Evaluation. DEXA Workshops Marcello Trovati, James Brady