Flávia Bernardini

52 papers B 1C 5Journal 12Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	UX competitive analysis of smart city open data portals: usability framework, design recommendations, and a roadmap for sustainable data ecosystems. Telematics Informatics Martin Lnenicka, Anastasija Nikiforova, Di Wang, Flávia Bernardini
2023	—	`conf`	Digital Services Promoting Compliance, Integrity and Anti-Corruption the Case of Brazilian Cofen and Regional Nursing Councils System's Integrity Program (poster). EGOV-CeDEM-ePart-* Marcelo Persegona, Betânia Santos, Matheus M. Cruz, Neyson Pinheiro Freire, Bruno Galvão Ferola, Flávia Bernardini, Júlia Marcolino Persegona
2023	—	`conf`	Hippolyta: a framework to enhance open data interpretability and empower citizens. DG.O Raissa Barcellos, Flávia Bernardini, José Viterbo, Anneke Zuiderwijk
2023	B	`conf`	In-network Latency Nowcast Using Data Stream Learning Models. IWCMC Carlos David R. Pasco, Flávia Bernardini, Antônio Augusto de Aragão Rocha
2023	—	`conf`	Trustworthy AI Governance (panel). EGOV-CeDEM-ePart-* Fredrik Heintz, Csaba Csáki, Flávia Bernardini, Roel Dobbe
2023	—	`conf`	Verifying Open Data Portals Completeness in Compliance to a Grounding Framework. EGOV Flávia Bernardini, Catherine Fortes Thedim Costa, Shaiana Pereira, Victor Antunes Vieira, Daniela Trevisan, José Viterbo
2022	—	`conf`	'Right to Be Forgotten': Analyzing the Impact of Forgetting Data Using K-NN Algorithm in Data Stream Learning. EGOV Caio Libera, Leandro Miranda, Flávia Bernardini, Saulo Martiello Mastelini, José Viterbo
2022	—	`conf`	A Methodology for Aligning Categories from Open Government Data Portals to a Comprehensive Set of Categories. EGOV Higor dos Santos Pinto, Raissa Barcellos, Flávia Bernardini, José Viterbo
2022	J	`jnl`	A New Approach for Assessing Metadata Completeness in Open Data Portals. Int. J. Electron. Gov. Res. Juan Ribeiro Reis, Flávia Bernardini, José Viterbo
2022	J	`jnl`	A Systematic Literature Review on Distributed Machine Learning in Edge Computing. Sensors Carlos Poncinelli Filho, Elias L. Marques, Victor Chang, Leonardo dos Santos, Flávia Bernardini, Paulo F. Pires, Luiz S. Ochi, Flávia Coimbra Delicato
2022	J	`jnl`	A framework for spatial regionalization composed of novel clustering-based algorithms under spatial contiguity constraints. Trans. GIS Leandro Miranda, José Viterbo, Flávia Bernardini
2022	J	`jnl`	A survey on the use of machine learning methods in context-aware middlewares for human activity recognition. Artif. Intell. Rev. Leandro Miranda, José Viterbo, Flávia Bernardini
2022	—	`conf`	Assessing the Quality of Covid-19 Open Data Portals. EGOV Igor Garcia Ballhausen Sampaio, Eduardo de O. Andrade, Flávia Bernardini, José Viterbo
2022	—	`conf`	Assessing the Suitability of Social Media Data for Identifying Crisis Events in Smart Cities: An Exploratory Study on Flood Situations. EGOV Magaywer Moreira de Paiva, José Viterbo, Flávia Bernardini
2022	J	`jnl`	Identifying cybersickness causes in virtual reality games using symbolic machine learning algorithms. Entertain. Comput. Thiago Malheiros Porcino, Érick O. Rodrigues, Flávia Bernardini, Daniela Trevisan, Esteban Clua
2022	J	`jnl`	Malware classification using word embeddings algorithms and long-short term memory networks. Comput. Intell. Eduardo de O. Andrade, José Viterbo, Joris Guérin, Flávia Bernardini
2022	—	`conf`	Nursing Observatory: a platform the fight against Covid-19 (poster). EGOV-CeDEM-ePart-* Matheus M. Cruz, Betânia Santos, Marcelo Persegona, Neyson Freire, Flávia Bernardini, Raissa Barcellos
2022	—	`conf`	Similarity-Based Dataset Recommendation Across Languages and Domains to Sentiment Analysis in the Electoral Domain. ePart Jéssica Soares dos Santos, Flávia Bernardini, Aline Paes
2022	—	`conf`	Unified vocabulary in Official Gazettes: An exploratory study on procurement data. ICEGOV Ruben Interian, Isela Mendoza, Flávia Bernardini, José Viterbo
2021	J	`jnl`	A Unified Methodology to Predict Wi-Fi Network Usage in Smart Buildings. IEEE Access Guilherme Henrique Apostolo, Flávia Bernardini, Luiz Claudio Schara Magalhães, Débora Christina Muchaluat-Saade
2021	J	`jnl`	A survey on the use of data and opinion mining in social media to political electoral outcomes prediction. Soc. Netw. Anal. Min. Jéssica Soares dos Santos, Flávia Bernardini, Aline Paes
2021	C	`conf`	An Overview on the Use of Educational Data Mining for Constructing Recommendation Systems to Mitigate Retention in Higher Education. FIE Thiago Nazareth de Oliveira, Flávia Bernardini, José Viterbo
2021	C	`conf`	Assessing the Quality of Local E-Government Service Through Citizen-Sourcing Applications. CSCWD Mateus de Souza Monteiro, Leonardo Pio Vasconcelos, José Viterbo, Luciana Salgado, Flávia Bernardini
2020	—	`conf`	A Methodology for Retrieving Datasets from Open Government Data Portals Using Information Retrieval and Question and Answering Techniques. EGOV Raissa Barcellos, Flávia Bernardini, José Viterbo
2020	—	`conf`	A Methodology for Taxi Demand Prediction Using Stream Learning. IWSSIP David Faial, Flávia Bernardini, Edwin B. Mitacc Meza, Leandro Miranda, José Viterbo
2020	—	`conf`	An Approach for Acquiring Knowledge in Complex Domains Involving Different Data Sources and Uncertinty in Label Information: A Case Study on Cementation Quality Evaluation. ICEIS (1) Flávia Bernardini, Rodrigo Salvador Monteiro, Inhaúma Neves Ferraz, José Viterbo, Adriel S. Araújo
2020	—	`conf`	An Experimental Analysis for Detecting Wi-Fi Network Associations Using Multi-label Learning. IWSSIP Guilherme Henrique Apostolo, Flávia Bernardini, Luiz Claudio Schara Magalhães, Débora C. Muchaluat-Saade
2020	—	`conf`	An Exploratory Study Using Stream Learning Algorithms to Predict Duration Time of Vehicle Routes. IWSSIP Angelica de Sousa Pinto, Flávia Bernardini, Leandro Miranda, José Viterbo, Edwin B. Mitacc Meza
2020	—	`conf`	Assessing the level of acceptance of a crowdsourcing solution to monitor infectious diseases propagation. ISC2 Matheus M. Cruz, Roberta S. Oliveira, Augusto P. V. Beltrão, Paulo Henrique Bueno Lopes, José Viterbo, Daniela G. Trevisan, Flávia Bernardini
2020	—	`conf`	Energy Consumption Prediction using Data Stream Learning for Commercial Buildings. IWSSIP Luis Felipe de O. Fernandes, Flávia Bernardini, Edwin B. Mitacc Meza, Leandro Miranda, José Viterbo
2020	J	`jnl`	Evaluating the behaviour of stream learning algorithms for detecting invasion on wireless networks. Int. J. Secur. Networks Cláudio Alves, Flávia Bernardini, Edwin B. Mitacc Meza, Leandro Sousa
2020	—	`conf`	Impact of Memory Control on Batch Learning in Human Activity Recognition Scenario in Comparison to Data Stream Learning. MICAI (1) Leandro Miranda, José Viterbo, Flávia Bernardini
2020	—	`conf`	Investigating Communicability Issues in the Open Data Manipulation Flow. AMCIS Leonardo Pio Vasconcelos, Raissa Barcellos, José Viterbo, Flávia Bernardini, Luciana Cardoso de Castro Salgado, Daniela Trevisan
2020	C	`conf`	Teaching CT through Internet of Things in High School: Possibilities and Reflections. FIE Gelson Schneider, Flávia Bernardini, Clodis Boscarioli
2020	—	`conf`	Towards the Use of Clustering Algorithms in Recommender Systems. AMCIS Leandro Miranda, José Viterbo, Flávia Bernardini
2019	—	`conf`	Combining Labeled Datasets for Sentiment Analysis from Different Domains Based on Dataset Similarity to Predict Electors Sentiment. BRACIS Jéssica Soares dos Santos, Aline Paes, Flávia Bernardini
2019	—	`conf`	How Factors that Influence Engagement Impact Users' Evaluations in Mobile App Stores. HCI (13) Leonardo Pio Vasconcelos, Raissa Barcellos, José Viterbo, Flávia Bernardini, Clodis Boscarioli, Eunice P. dos Santos Nunes
2019	J	`jnl`	Mining direct acyclic graphs to find frequent substructures - An experimental analysis on educational data. Inf. Sci. Jefferson de J. Costa, Flávia Bernardini, Danilo Artigas, José Viterbo
2018	—	`conf`	A framework for constructing open data map visualizations. SBSI Victor Santos, Pedro Câmara, Flávia Bernardini, José Viterbo, Douglas Jorge
2018	—	`conf`	A rationale for data governance as an approach to tackle recurrent drawbacks in open data portals. DG.O Juan Ribeiro Reis, José Viterbo, Flávia Bernardini
2018	C	`conf`	An Experimental Analysis on Scalable Implementations of the Alternating Least Squares Algorithm. FedCSIS Dânia Meira, José Viterbo, Flávia Bernardini
2018	—	`conf`	An instrument for evaluating open data portals: a case study in Brazilian cities. DG.O Viviann Machado, Gabriel Mantini, José Viterbo, Flávia Bernardini, Raissa Barcellos
2018	—	`conf`	Analyzing the use of economic and financial indicators in smart cities context. DG.O Mauricio Barcelos, André Barcelos, Flávia Bernardini, Guido Vaz Silva
2018	—	`conf`	How cities categorize datasets in their open data portals: an exploratory analysis. DG.O Higor dos Santos Pinto, Flávia Bernardini, José Viterbo
2018	C	`conf`	Identifying Privacy Functional Requirements for Crowdsourcing Applications in Smart Cities. ISI Monica da Silva, José Viterbo, Flávia Bernardini, Cristiano Maciel
2018	—	`conf`	Using Geocoding and Topic Extraction to Make Sense of Comments on Social Network Pages of Local Government Agencies. EGOV Pedro C. R. Lima, Raissa Barcellos, Flávia Bernardini, José Viterbo
2017	—	`conf`	Building a Reference Model and an Evaluation Method for cities of the Brazilian Network of Smart and Human Cities. DG.O Gabriela Viale Pereira, Marciele Berger Bernardes, Flávia Bernardini, Claudia Cappelli, A. Gomyde
2017	—	`conf`	City Ranking Based on Financial Flux Indicator Clustering. DG.O Mauricio Barcelos, Flávia Bernardini, André Barcelos, Guido Vaz Silva
2017	J	`jnl`	Spatiotemporal Anomaly Detection Applied to Flow Measurement Points in Natural Gas Production Plants. J. Inf. Data Manag. Hadriel Toledo Lima, Flávia Bernardini
2017	—	`conf`	Transparency in practice: using visualization to enhance the interpretability of open data. DG.O Raissa Barcellos, José Viterbo, Leandro Miranda, Flávia Bernardini, Cristiano Maciel, Daniela Trevisan
2016	—	`conf`	Brazilian Social Mood: The Political Dimension of Emotion. CLEF Leila Weitzel, Flávia Bernardini, Paulo Quaresma, Claudio André Alves, Wladek Zacharski, Luis G. de Figueiredo
2016	—	`conf`	Domain-Tailored Multiclass Classification of User Reviews Based on Binary Splits. HCI (12) Alexandre Lunardi, José Viterbo, Clodis Boscarioli, Flávia Bernardini, Cristiano Maciel