Marcello Trovati

Affiliations:
  • University of Derby, UK


According to our database1, Marcello Trovati authored at least 57 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Deep learning-based effective fine-grained weather forecasting model.
Pattern Anal. Appl., 2021

Evaluating Different Selection Criteria for Phase Type Survival Tree Construction.
Big Data Res., 2021

Statistical exploratory analysis of mask-fill reproduction operators of Genetic Algorithms.
Appl. Soft Comput., 2021

Social Media Data Misuse.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2021

Deep Learning Approaches to Detect Real Time Events Recognition in Smart Manufacturing Systems - A Short Survey.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2021

2020
An Entropy-Based Approach to Real-Time Information Extraction for Industry 4.0.
IEEE Trans. Ind. Informatics, 2020

GORTS: genetic algorithm based on one-by-one revision of two sides for dynamic travelling salesman problems.
Soft Comput., 2020

Temporal convolutional neural (TCN) network for an effective weather forecasting using time-series data from the local weather station.
Soft Comput., 2020

DLCD-CCE: A Local Community Detection Algorithm for Complex IoT Networks.
IEEE Internet Things J., 2020

Sentiment urgency emotion conversion over time for business intelligence.
Int. J. Web Inf. Syst., 2020

Big data inconsistencies and incompleteness: a literature review.
Int. J. Grid Util. Comput., 2020

Improved Sentiment Urgency Emotion Detection for Business Intelligence.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems - The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020), Victoria, BC, Canada, 31 August, 2020

Knowledge-Based Networks for Artificial Intuition.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems - The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020), Victoria, BC, Canada, 31 August, 2020

2019
Distributed temporal link prediction algorithm based on label propagation.
Future Gener. Comput. Syst., 2019

Twitter Analysis for Business Intelligence.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2019

Towards a Computational Model of Artificial Intuition and Decision Making.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2019

Long-Short Term Memory for an Effective Short-Term Weather Forecasting Model Using Surface Weather Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
Two phase heuristic algorithm for the multiple-travelling salesman problem.
Soft Comput., 2018

CS-PSO: chaotic particle swarm optimization algorithm for solving combinatorial optimization problems.
Soft Comput., 2018

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., 2018

An investigation on human dynamics in enclosed spaces.
Comput. Electr. Eng., 2018

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., 2018

On the Need for a Novel Intelligent Big Data Platform: A Proposed Solution.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2018

Big Data Inconsistencies: A Literature Review.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2018

2017
A hybrid spam detection method based on unstructured datasets.
Soft Comput., 2017

A Multinomial Logistic Regression Approach for Arrhythmia Detection.
Int. J. Distributed Syst. Technol., 2017

Automated extraction of fragments of Bayesian networks from textual sources.
Appl. Soft Comput., 2017

A Preliminary Automated Approach to Assess Hospital Patient Feedback.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2017

A Survey of Topological Data Analysis (TDA) Methods Implemented in Python.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2017

The "Gut-Feeling" in the Decision-Making Process: A Computationally Efficient Approach to Influence Relation Assessment.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2017

Assessment of Security Threats via Network Topology Analysis: An Initial Investigation.
Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

Automatic Diagnosis Metabolic Syndrome via a k- Nearest Neighbour Classifier.
Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

2016
An influence assessment method based on co-occurrence for topologically reduced big data sets.
Soft Comput., 2016

Self-regulatory information sharing in participatory social sensing.
EPJ Data Sci., 2016

Big data-based extraction of fuzzy partition rules for heart arrhythmia detection: a semi-automated approach.
Concurr. Comput. Pract. Exp., 2016

Latency-Aware Empirical Analysis of the Workloads for Reducing Excess Energy Consumptions at Cloud Datacentres.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Logistic Regression Multinomial for Arrhythmia Detection.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Dependency Networks Extractions from Textual Sources in Criminology: An Initial Implementation.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016

2015
Reduced Topologically Real-World Networks: A Big-Data Approach.
Int. J. Distributed Syst. Technol., 2015

A Kuramoto Model Based Approach to Extract and Assess Influence Relations.
Proceedings of the Computational Intelligence and Intelligent Systems, 2015

A Preliminary Investigation of a Semi-Automatic Criminology Intelligence Extraction Method: A Big Data Approach.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

A Comprehensive Evaluation of a Novel Approach to Probabilistic Information Extraction from Large Unstructured Datasets.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study.
Proceedings of the 2nd International Conference on Information and Communication Technologies for Disaster Management, 2015

Investigation of Energy Efficiency on Cloud Computing.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

A Semi-automated Assessment of the Direction of Influence Relations from Semantic Networks: A Case Study in Maths Anxiety.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Computational Objectivity in Depression Assessment for Unstructured Large Datasets.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Context-Aware Service Discovery and Selection in Decentralized Environments.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

Analysis of Techniques for Visualizing Security Risks and Threats.
Proceedings of the 10th International Conference on P2P, 2015

A Non-genuine Message Detection Method Based on Unstructured Datasets.
Proceedings of the 10th International Conference on P2P, 2015

Designing a Subscription Service for Earthquake Big Data Analysis from Multiple Sources.
Proceedings of the 10th International Conference on P2P, 2015

Extraction of Bayesian Networks from Large Unstructured Datasets.
Proceedings of the Big-Data Analytics and Cloud Computing, 2015

An Overview of Some Theoretical Topological Aspects of Big Data.
Proceedings of the Big-Data Analytics and Cloud Computing, 2015

Two Case Studies Based on Large Unstructured Sets.
Proceedings of the Big-Data Analytics and Cloud Computing, 2015

2014
Influence Discovery in Semantic Networks: An Initial Approach.
Proceedings of the UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, 2014

An Analytical Tool to Map Big Data to Networks with Reduced Topologies.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

Towards an Automated Approach to Extract and Compare Fictional Networks: An Initial Evaluation.
Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014

Extraction, Identification, and Ranking of Network Structures from Data Sets.
Proceedings of the Eighth International Conference on Complex, 2014


  Loading...