Flavia Bernardini

Orcid: 0000-0001-8801-827X

According to our database1, Flavia Bernardini authored at least 90 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
A process for improving the quality and interpretability of data visualizations.
Univers. Access Inf. Soc., June, 2024

From past to present: A tertiary investigation of twenty-four years of image inpainting.
Comput. Graph., 2024

An Overview on the Use of Machine Learning Algorithms for Identifying Anomalies in Industrial Valves.
Proceedings of the Good Practices and New Perspectives in Information Systems and Technologies, 2024

A Decentralized Agent-Based Model for Crisis Events Using Embedded Systems.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection, 2024

Integrating University and Local Government to Address Strategic Planning Goals in Smart Cities: The Case of Niteroi and Fluminense Federal University.
Proceedings of the 17th International Conference on Theory and Practice of Electronic Governance, 2024

A Framework for Implanting Citizen-Sourcing Platforms in Municipal Ombudsman Offices.
Proceedings of the 25th Annual International Conference on Digital Government Research, 2024

Enhancing Transparency through Explainable Artificial Intelligence: An Exploratory Analysis on Collusion and Corruption Scenario in Digital Government.
Proceedings of the 25th Annual International Conference on Digital Government Research, 2024

Exploring Interpretability in Open Government Data with ChatGPT.
Proceedings of the 25th Annual International Conference on Digital Government Research, 2024

2023
A Comparison Between the Most Used Process Mining Tools in the Market and in Academia: Identifying the Main Features Based on a Qualitative Analysis.
Proceedings of the Information Systems and Technologies, 2023

In-network Latency Nowcast Using Data Stream Learning Models.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

FGT-SAMK-NN: impact of the right to be forgotten using a lazy algorithm in data stream learning.
Proceedings of the 16th International Conference on Theory and Practice of Electronic Governance, 2023

Assessment of the Nursing Observatory as a support tool to combat the contamination of nursing professionals by COVID.
Proceedings of the 16th International Conference on Theory and Practice of Electronic Governance, 2023

Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices.
Proceedings of the New Sustainable Horizons in Artificial Intelligence and Digital Solutions, 2023

Digital Services Promoting Compliance, Integrity and Anti-Corruption the Case of Brazilian Cofen and Regional Nursing Councils System's Integrity Program (poster).
Proceedings of the Joint Proceedings of Ongoing Research, 2023

Trustworthy AI Governance (panel).
Proceedings of the Joint Proceedings of Ongoing Research, 2023

Assessing Forgetfulness in Data Stream Learning - The Case of Hoeffding AnyTime Tree Algorithm.
Proceedings of the Electronic Government - 22nd IFIP WG 8.5 International Conference, 2023

Verifying Open Data Portals Completeness in Compliance to a Grounding Framework.
Proceedings of the Electronic Government - 22nd IFIP WG 8.5 International Conference, 2023

Hippolyta: a framework to enhance open data interpretability and empower citizens.
Proceedings of the 24th Annual International Conference on Digital Government Research, 2023

2022
A framework for spatial regionalization composed of novel clustering-based algorithms under spatial contiguity constraints.
Trans. GIS, 2022

A Systematic Literature Review on Distributed Machine Learning in Edge Computing.
Sensors, 2022

Towards defining data interpretability in open data portals: Challenges and research opportunities.
Inf. Syst., 2022

A New Approach for Assessing Metadata Completeness in Open Data Portals.
Int. J. Electron. Gov. Res., 2022

Identifying cybersickness causes in virtual reality games using symbolic machine learning algorithms.
Entertain. Comput., 2022

Malware classification using word embeddings algorithms and long-short term memory networks.
Comput. Intell., 2022

A survey on the use of machine learning methods in context-aware middlewares for human activity recognition.
Artif. Intell. Rev., 2022

Unified vocabulary in Official Gazettes: An exploratory study on procurement data.
Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance, 2022

Similarity-Based Dataset Recommendation Across Languages and Domains to Sentiment Analysis in the Electoral Domain.
Proceedings of the Electronic Participation - 14th IFIP WG 8.5 International Conference, 2022

Assessing the Quality of Covid-19 Open Data Portals.
Proceedings of the Electronic Government - 21st IFIP WG 8.5 International Conference, 2022

A Methodology for Aligning Categories from Open Government Data Portals to a Comprehensive Set of Categories.
Proceedings of the Electronic Government - 21st IFIP WG 8.5 International Conference, 2022

Assessing the Suitability of Social Media Data for Identifying Crisis Events in Smart Cities: An Exploratory Study on Flood Situations.
Proceedings of the Electronic Government - 21st IFIP WG 8.5 International Conference, 2022

'Right to Be Forgotten': Analyzing the Impact of Forgetting Data Using K-NN Algorithm in Data Stream Learning.
Proceedings of the Electronic Government - 21st IFIP WG 8.5 International Conference, 2022

Nursing Observatory: a platform the fight against Covid-19 (poster).
Proceedings of Ongoing Research, 2022

2021
A survey on the use of data and opinion mining in social media to political electoral outcomes prediction.
Soc. Netw. Anal. Min., 2021

ICT Governance in the Context of Smart Cities: A Study in Brazilian Municipalities.
Braz. J. Inf. Syst., 2021

Editorial Vol. 14 No. 3.
Braz. J. Inf. Syst., 2021

PPM-HC: a method for helping project portfolio management based on topic hierarchy learnings.
Int. J. Bus. Intell. Data Min., 2021

A Unified Methodology to Predict Wi-Fi Network Usage in Smart Buildings.
IEEE Access, 2021

A Symbolic Machine Learning Approach for Cybersickness Potential-Cause Estimation.
Proceedings of the Entertainment Computing - ICEC 2021, 2021

Exploring the Challenges of ICT Governance in Brazilian Smart Cities.
Proceedings of the ICEGOV 2021: 14th International Conference on Theory and Practice of Electronic Governance, Athens, Greece, October 6, 2021

An Overview on the Use of Educational Data Mining for Constructing Recommendation Systems to Mitigate Retention in Higher Education.
Proceedings of the IEEE Frontiers in Education Conference, 2021

An ICT governance analysis for the digital and smart transformation of Brazilian municipalities.
Proceedings of the DG.O'21: The 22nd Annual International Conference on Digital Government Research, 2021

ICT Governance in Brazilian Smart Cities: : An Integrative Approach in the Context of Digital Transformation.
Proceedings of the DG.O'21: The 22nd Annual International Conference on Digital Government Research, 2021

Assessing the Quality of Local E-Government Service Through Citizen-Sourcing Applications.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

2020
Evaluating the behaviour of stream learning algorithms for detecting invasion on wireless networks.
Int. J. Secur. Networks, 2020

Impact of Memory Control on Batch Learning in Human Activity Recognition Scenario in Comparison to Data Stream Learning.
Proceedings of the Advances in Soft Computing, 2020

An Exploratory Study Using Stream Learning Algorithms to Predict Duration Time of Vehicle Routes.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Energy Consumption Prediction using Data Stream Learning for Commercial Buildings.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

A Methodology for Taxi Demand Prediction Using Stream Learning.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

An Experimental Analysis for Detecting Wi-Fi Network Associations Using Multi-label Learning.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Assessing the level of acceptance of a crowdsourcing solution to monitor infectious diseases propagation.
Proceedings of the IEEE International Smart Cities Conference, 2020

An Approach for Acquiring Knowledge in Complex Domains Involving Different Data Sources and Uncertinty in Label Information: A Case Study on Cementation Quality Evaluation.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Towards a good practices catalog for ICT governance in the Brazilian smart cities context.
Proceedings of the ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, 2020

Towards a COBIT5 approach to ICT governance requirements in smart cities.
Proceedings of the ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, 2020

Teaching CT through Internet of Things in High School: Possibilities and Reflections.
Proceedings of the IEEE Frontiers in Education Conference, 2020

A Methodology for Retrieving Datasets from Open Government Data Portals Using Information Retrieval and Question and Answering Techniques.
Proceedings of the Electronic Government - 19th IFIP WG 8.5 International Conference, 2020

Investigating Communicability Issues in the Open Data Manipulation Flow.
Proceedings of the 26th Americas Conference on Information Systems, 2020

Towards the Use of Clustering Algorithms in Recommender Systems.
Proceedings of the 26th Americas Conference on Information Systems, 2020

2019
Mining direct acyclic graphs to find frequent substructures - An experimental analysis on educational data.
Inf. Sci., 2019

A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

How Factors that Influence Engagement Impact Users' Evaluations in Mobile App Stores.
Proceedings of the Social Computing and Social Media. Design, Human Behavior and Analytics, 2019

Anomaly Detection in Vehicle Traffic Data Using Batch and Stream Supervised Learning.
Proceedings of the Progress in Artificial Intelligence, 2019

Combining Labeled Datasets for Sentiment Analysis from Different Domains Based on Dataset Similarity to Predict Electors Sentiment.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
A framework for constructing open data map visualizations.
Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

An Instrument for Evaluating the Quality of Data Visualizations.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Identifying Privacy Functional Requirements for Crowdsourcing Applications in Smart Cities.
Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018

An Experimental Analysis on Scalable Implementations of the Alternating Least Squares Algorithm.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Using Geocoding and Topic Extraction to Make Sense of Comments on Social Network Pages of Local Government Agencies.
Proceedings of the Electronic Government - 17th IFIP WG 8.5 International Conference, 2018

A rationale for data governance as an approach to tackle recurrent drawbacks in open data portals.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, 2018

How cities categorize datasets in their open data portals: an exploratory analysis.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, 2018

An instrument for evaluating open data portals: a case study in Brazilian cities.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, 2018

Analyzing the use of economic and financial indicators in smart cities context.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, 2018

2017
Spatiotemporal Anomaly Detection Applied to Flow Measurement Points in Natural Gas Production Plants.
J. Inf. Data Manag., 2017

Building a Reference Model and an Evaluation Method for cities of the Brazilian Network of Smart and Human Cities.
Proceedings of the 18th Annual International Conference on Digital Government Research, 2017

City Ranking Based on Financial Flux Indicator Clustering.
Proceedings of the 18th Annual International Conference on Digital Government Research, 2017

Transparency in practice: using visualization to enhance the interpretability of open data.
Proceedings of the 18th Annual International Conference on Digital Government Research, 2017

RegK-Means: A Clustering Algorithm Using Spatial Contiguity Constraints for Regionalization Problems.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016
Análise do uso de recuperação da informação em documentos de atendimento - Estudo de caso em bases de soluções de informática. [Analysis of Information Retrieval in Call Center Documents - Case Study in Computer Solutions Bases].
Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

Um Modelo para Integração e Disponibilização de Dados na Área de Saúde Governamental [A Model for Data Integration and Availability in Health Government Area].
Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

Domain-Tailored Multiclass Classification of User Reviews Based on Binary Splits.
Proceedings of the Social Computing and Social Media, 2016

Brazilian Social Mood: The Political Dimension of Emotion.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

2015
ENIAC 2013 Special Issue.
J. Intell. Robotic Syst., 2015

2014
Using Artificial Datasets to Analyze How Cardinality and Density Influence Multi-label Learning.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2012
A Parallel Fipa Architecture Based on GPU for Games and Real Time Simulations.
Proceedings of the Entertainment Computing - ICEC 2012 - 11th International Conference, 2012

2010
A framework of intentional characters for simulation of social behavior.
Proceedings of the SummerSim '10, 2010

2009
An Expert System Based on Parametric Net to Support Motor Pump Multi-Failure Diagnostic.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

2008
Todas as palavras da sentença como métrica para um sumarizador automático.
Proceedings of the Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web, 2008

Evolving Sets of Symbolic Classifiers into a Single Symbolic Classifier Using Genetic Algorithms.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2006
Combinig classifiers using knowledge rule measures and genetic algortgms (Combinação de classificadores simbólicos utilizando medidas de regras de conhecimento e algoritmos genéticos).
PhD thesis, 2006

Constructing ensembles of symbolic classifiers.
Int. J. Hybrid Intell. Syst., 2006

2005
Methods for Constructing Symbolic Ensembles from Symbolic Classifiers.
Proceedings of the Advances in Logic Based Intelligent Systems, 2005


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