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Marcello Trovati
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- affiliation: University of Derby, UK
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2020 – today
- 2024
- [j29]Marcello Trovati
, Eslam Farsimadan:
Feature dimensionality reduction via homological properties of observability. Evol. Syst. 15(1): 57-63 (2024) - [j28]Ricardo Lopes
Volumetric Techniques for Product Routing and Loading Optimisation in Industry 4.0: A Review. Future Internet 16(2): 39 (2024) - [j27]Nikolaos Polatidis
FSSDroid: Feature subset selection for Android malware detection. World Wide Web (WWW) 27(5): 50 (2024) - 2023
- [j26]Marcello Trovati
Artificial Intuition for Automated Decision-Making. Appl. Artif. Intell. 37(1) (2023) - [j25]Xiaolong Xu
MLPKV: A Local Differential Multi-Layer Private Key-Value Data Collection Scheme for Edge Computing Environments. IEEE Trans. Inf. Forensics Secur. 18: 1825-1838 (2023) - [c39]Saeed Seraj, Elias Pimenidis, Michalis Pavlidis
BotDroid: Permission-Based Android Botnet Detection Using Neural Networks. EANN 2023: 71-84 - [c38]Nikolaos Polatidis
VPNDroid: Malicious Android VPN Detection Using a CNN-RF Method. ICANN (10) 2023: 444-453 - [c37]Khalid Teli, Marcello Trovati:
An Innovation Extraction Tool. INCoS 2023: 244-253 - 2022
- [j24]Huaizhong Zhang
Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7631-7642 (2022) - [c36]Marcello Trovati
A New Model for Artificial Intuition. ICANN (1) 2022: 454-465 - [c35]Marcello Trovati, Suleman Awan:
Semantic Network: A Brief Review of its Datasets. INCoS 2022: 224-233 - [c34]Tariq Soussan
Sentiment Analysis: A General Review and Comparison. INCoS 2022: 234-238 - [c33]Marcello Trovati, Suleman Awan:
A Simple Information Compression Algorithm for Directed Paths in Large Semantic Networks. INCoS 2022: 239-242 - 2021
- [j23]Hari Mohan Pandey
Statistical exploratory analysis of mask-fill reproduction operators of Genetic Algorithms. Appl. Soft Comput. 102: 107087 (2021) - [j22]Xiaolong Xu
PERMS: An efficient rescue route planning system in disasters. Appl. Soft Comput. 111: 107667 (2021) - [j21]Lalit Garg, Sally I. McClean
Evaluating Different Selection Criteria for Phase Type Survival Tree Construction. Big Data Res. 25: 100250 (2021) - [j20]Pradeep Hewage
Deep learning-based effective fine-grained weather forecasting model. Pattern Anal. Appl. 24(1): 343-366 (2021) - [c32]Tariq Soussan
Social Media Data Misuse. INCoS 2021: 183-189 - [c31]Suleman Awan, Marcello Trovati:
Deep Learning Approaches to Detect Real Time Events Recognition in Smart Manufacturing Systems - A Short Survey. INCoS 2021: 190-194 - 2020
- [j19]Olayinka Johnny, Marcello Trovati:
Big data inconsistencies and incompleteness: a literature review. Int. J. Grid Util. Comput. 11(5): 705-713 (2020) - [j18]Tariq Soussan
Sentiment urgency emotion conversion over time for business intelligence. Int. J. Web Inf. Syst. 16(5): 519-528 (2020) - [j17]Xiaolong Xu
DLCD-CCE: A Local Community Detection Algorithm for Complex IoT Networks. IEEE Internet Things J. 7(5): 4607-4615 (2020) - [j16]Xiaolong Xu
GORTS: genetic algorithm based on one-by-one revision of two sides for dynamic travelling salesman problems. Soft Comput. 24(10): 7197-7210 (2020) - [j15]Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira, Morteza Ghahremani
Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station. Soft Comput. 24(21): 16453-16482 (2020) - [j14]Marcello Trovati
An Entropy-Based Approach to Real-Time Information Extraction for Industry 4.0. IEEE Trans. Ind. Informatics 16(9): 6033-6041 (2020) - [c30]Tariq Soussan
Improved Sentiment Urgency Emotion Detection for Business Intelligence. INCoS 2020: 312-318 - [c29]Olayinka Johnny, Marcello Trovati:
Knowledge-Based Networks for Artificial Intuition. INCoS 2020: 319-325
2010 – 2019
- 2019
- [j13]Xiaolong Xu
Distributed temporal link prediction algorithm based on label propagation. Future Gener. Comput. Syst. 93: 627-636 (2019) - [c28]Pradeep Hewage
Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather Data. AIAI 2019: 382-390 - [c27]Olayinka Johnny, Marcello Trovati, Jeffrey Ray
Towards a Computational Model of Artificial Intuition and Decision Making. INCoS 2019: 463-472 - [c26]Tariq Soussan
Twitter Analysis for Business Intelligence. INCoS 2019: 473-480 - 2018
- [j12]Jeffrey Ray
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): 22 (2018) - [j11]Marcello Trovati, Eleana Asimakopoulou, Nik Bessis
An investigation on human dynamics in enclosed spaces. Comput. Electr. Eng. 67: 195-209 (2018) - [j10]Xiaolong Xu
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: 375-386 (2018) - [j9]Xiaolong Xu, Hanzhong Rong, Marcello Trovati
CS-PSO: chaotic particle swarm optimization algorithm for solving combinatorial optimization problems. Soft Comput. 22(3): 783-795 (2018) - [j8]Xiaolong Xu, Hao Yuan, Mark Liptrott, Marcello Trovati
Two phase heuristic algorithm for the multiple-travelling salesman problem. Soft Comput. 22(19): 6567-6581 (2018) - [c25]Jeffrey Ray
On the Need for a Novel Intelligent Big Data Platform: A Proposed Solution. INCoS 2018: 473-478 - [c24]Olayinka Johnny, Marcello Trovati:
Big Data Inconsistencies: A Literature Review. INCoS 2018: 486-492 - 2017
- [j7]Marcello Trovati, Jer Hayes, Francesco Palmieri
Automated extraction of fragments of Bayesian networks from textual sources. Appl. Soft Comput. 60: 508-519 (2017) - [j6]Omar Behadada, Marcello Trovati, Georgios Kontonatsios, Yannis Korkontzelos
A Multinomial Logistic Regression Approach for Arrhythmia Detection. Int. J. Distributed Syst. Technol. 8(4): 17-33 (2017) - [j5]Yeqin Shao, Marcello Trovati
A hybrid spam detection method based on unstructured datasets. Soft Comput. 21(1): 233-243 (2017) - [c23]Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios
Assessment of Security Threats via Network Topology Analysis: An Initial Investigation. GPC 2017: 416-425 - [c22]Omar Behadada, Meryem Abi-Ayad, Georgios Kontonatsios
Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier. GPC 2017: 627-637 - [c21]Olayinka Johnny, Marcello Trovati, Jeffrey Ray
The "Gut-Feeling" in the Decision-Making Process: A Computationally Efficient Approach to Influence Relation Assessment. INCoS 2017: 576-584 - [c20]Jeffrey Ray
A Preliminary Automated Approach to Assess Hospital Patient Feedback. INCoS 2017: 585-593 - [c19]Jeffrey Ray
A Survey of Topological Data Analysis (TDA) Methods Implemented in Python. INCoS 2017: 594-600 - 2016
- [j4]Omar Behadada, Marcello Trovati
Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach. Concurr. Comput. Pract. Exp. 28(2): 360-373 (2016) - [j3]Evangelos Pournaras, Jovan Nikolic, Pablo Velásquez, Marcello Trovati
Self-regulatory information sharing in participatory social sensing. EPJ Data Sci. 5(1): 14 (2016) - [j2]Marcello Trovati
An influence assessment method based on co-occurrence for topologically reduced big data sets. Soft Comput. 20(5): 2021-2030 (2016) - [c18]Marcello Trovati
Dependency Networks Extractions from Textual Sources in Criminology: An Initial Implementation. BigDataService 2016: 276-282 - [c17]Omar Behadada, Marcello Trovati, Mohammed Amine Chikh, Nik Bessis
Logistic Regression Multinomial for Arrhythmia Detection. FAS*W@SASO/ICCAC 2016: 133-137 - [c16]John Panneerselvam
Latency-Aware Empirical Analysis of the Workloads for Reducing Excess Energy Consumptions at Cloud Datacentres. SOSE 2016: 44-52 - 2015
- [j1]Marcello Trovati
Reduced Topologically Real-World Networks: A Big-Data Approach. Int. J. Distributed Syst. Technol. 6(2): 13-27 (2015) - [c15]Chinyelu Philomena Udeagwu, Stelios Sotiriadis, Eleana Asimakopoulou, Nik Bessis
Analysis of Techniques for Visualizing Security Risks and Threats. 3PGCIC 2015: 584-590 - [c14]Marcello Trovati
A Non-genuine Message Detection Method Based on Unstructured Datasets. 3PGCIC 2015: 597-600 - [c13]Oladotun Omosebi, Stelios Sotiriadis, Eleana Asimakopoulou, Nik Bessis
Designing a Subscription Service for Earthquake Big Data Analysis from Multiple Sources. 3PGCIC 2015: 601-604 - [c12]Aaron Johnson, Paul Holmes, Lewis Craske, Marcello Trovati
Computational Objectivity in Depression Assessment for Unstructured Large Datasets. CIT/IUCC/DASC/PICom 2015: 2075-2079 - [c11]Nathan Whittington, Lu Liu
Investigation of Energy Efficiency on Cloud Computing. CIT/IUCC/DASC/PICom 2015: 2080-2087 - [c10]Marcello Trovati
A Semi-automated Assessment of the Direction of Influence Relations from Semantic Networks: A Case Study in Maths Anxiety. CIT/IUCC/DASC/PICom 2015: 2088-2091 - [c9]Mariwan Ahmed, Lu Liu
Context-Aware Service Discovery and Selection in Decentralized Environments. CIT/IUCC/DASC/PICom 2015: 2224-2231 - [c8]Marcello Trovati
Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study. ICT-DM 2015: 116-121 - [c7]Marcello Trovati
A Preliminary Investigation of a Semi-Automatic Criminology Intelligence Extraction Method: A Big Data Approach. INCoS 2015: 454-458 - [c6]Marcello Trovati
A Comprehensive Evaluation of a Novel Approach to Probabilistic Information Extraction from Large Unstructured Datasets. INCoS 2015: 459-462 - [c5]Marcello Trovati
A Kuramoto Model Based Approach to Extract and Assess Influence Relations. ISICA 2015: 464-473 - [p3]Marcello Trovati
An Overview of Some Theoretical Topological Aspects of Big Data. Big-Data Analytics and Cloud Computing 2015: 53-64 - [p2]Marcello Trovati
Extraction of Bayesian Networks from Large Unstructured Datasets. Big-Data Analytics and Cloud Computing 2015: 97-109 - [p1]Aaron Johnson, Paul Holmes, Lewis Craske, Marcello Trovati
Two Case Studies Based on Large Unstructured Sets. Big-Data Analytics and Cloud Computing 2015: 111-125 - [e1]Marcello Trovati
Big-Data Analytics and Cloud Computing - Theory, Algorithms and Applications. Springer 2015, ISBN 978-3-319-25311-4 [contents] - 2014
- [c4]Marcello Trovati
Extraction, Identification, and Ranking of Network Structures from Data Sets. CISIS 2014: 331-337 - [c3]Marcello Trovati
Towards an Automated Approach to Extract and Compare Fictional Networks: An Initial Evaluation. DEXA Workshops 2014: 246-250 - [c2]Marcello Trovati
An Analytical Tool to Map Big Data to Networks with Reduced Topologies. INCoS 2014: 411-414 - [c1]Marcello Trovati
Influence Discovery in Semantic Networks: An Initial Approach. UKSim 2014: 154-158
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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