Bruno Lopes Dalmazo

According to our database, Bruno Lopes Dalmazo authored at least 59 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Unveiling Stock Market Trends by Deep Learning Insights With Correction Factor and Recurrent Neural Networks.

Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges

Expert Syst. J. Knowl. Eng., 2026

A Computational Intelligence-Driven Reference Architecture for Anomaly Detection in Software-Defined Networking (SDN).

Rivaldo Fernandes, Bruno Lopes Dalmazo, André Riker, Geraldo Pereira Rocha Filho, Rodolfo I. Meneguette, Lourenço Alves Pereira Júnior, Roger Immich

Proceedings of the 22nd Brazilian Symposium on Information Systems, 2026

Evaluating Robustness and Detection of Adversarial Attacks in EEG-Based Brain-Computer Interfaces.

Beatriz Conceição da Costa, André Riker, Roger Immich, Bruno Lopes Dalmazo

Proceedings of the 22nd Brazilian Symposium on Information Systems, 2026

RouteBastion: Proposal and Performance Evaluation of a Unified API Broker for Vehicle Routing Problems.

Pietro Piva Vieira, Bruno Lopes Dalmazo, Rodrigo Brandão Mansilha

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Impact of Feature Selection and Genetic Algorithms on Machine Learning Performance for Intraday Financial Trend Prediction.

Andrey V. S. Souza, Bruno Lopes Dalmazo, Giancarlo Lucca, Eduardo N. Borges, Richard F. Pinto, Fabian Corrêa Cardoso, Viviane L. D. de Mattos, Rafael A. Berri

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Impact and Applications of Aggregation Methods in Fuzzy Rule-Based Classification Systems: A Systematic Review.

João Pedro Stone Moreira, Giancarlo Lucca, Lizandro de Souza Oliveira, Diego Duarte Bottero, Rafael A. Berri, Bruno Lopes Dalmazo

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Model Comparison for Adversarial Attack Detection in EEG-Based Brain-Computer Interfaces.

Beatriz Conceição da Costa, Giancarlo Lucca, Lizandro de Souza Oliveira, André Riker, Bruno Lopes Dalmazo

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

An Incremental E-Commerce Review Dataset for Sentiment Analysis in Portuguese Language.

Diego Duarte Bottero, Joelson Sartori Junior, João P. S. Moreira, Lizandro de Souza Oliveira, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael A. Berri, Eduardo N. Borges

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Transformer Attention Modifications and Pre-Aggregation Functions: A Systematic Review.

Diego Duarte Bottero, Joelson Sartori Junior, João Pedro Stone Moreira, Lizandro de Souza Oliveira, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael Alceste Berri

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

Detection of Spoofing Attacks in Medical IoT Devices Based on the Adaptive Neuro-Fuzzy Inference System.

Andrew Mendonça Alaniz, Graçaliz Pereira Dimuro, Bruno Lopes Dalmazo

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

2025

Impact of Data-Oriented and Object-Oriented Design on Performance and Cache Utilization with Artificial Intelligence Algorithms in Multi-Threaded CPUs.

Gabriel M. Arantes, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Fabian Corrêa Cardoso, Rafael A. Berri

CoRR, December, 2025

dCC-Integrals: A generalization of CC-integrals by restricted dissimilarity functions with applications on two different contexts.

Giancarlo Lucca, Bruno Lopes Dalmazo, Denner G. Ayres, Tiago da Cruz Asmus, Joelson Sartori, Hélida Salles Santos, Eduardo N. Borges, Benjamín R. C. Bedregal, Humberto Bustince, Graçaliz Pereira Dimuro

Appl. Soft Comput., 2025

Towards Bitcoin Trend Prediction: A Machine Learning Approach Using Blockchain-Derived Data.

Arthur G. Bubolz, Marcos C. Freitas, Giancarlo Lucca, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2025, 2025

Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements.

Gabriel M. Arantes, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Fabian Corrêa Cardoso, Rafael A. Berri

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2025, 2025

Feature Selection for Stock Market Prediction: A Comparison of Relief and Information Gain Methods.

Humberto O. Bragança, Rafael A. Berri, Bruno Lopes Dalmazo, Eduardo N. Borges, Viviane L. D. de Mattos, Richard F. Pinto, Fabian Corrêa Cardoso, Giancarlo Lucca

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

Predictive Analysis with Technical Indicators and Features Selection for Futures Contracts Trading.

Andrey V. S. Souza, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Improving Anomaly Detection in Network Traffic Using Choquet-Based Feature Engineering for Random Forest and XGBoost Models.

Abreu Quevedo, Denner G. Ayres, Gabriel Teixeira, Graçaliz Pereira Dimuro, Giancarlo Lucca, Bruno Lopes Dalmazo

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Analysis of Bitcoin Trends Through the Integration of On-Chain Financial Indicators and Machine Learning.

Arthur G. Bubolz, Giancarlo Lucca, Lizandro de Souza Oliveira, Thiago Teixeira, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Enhancing Stock Market Predictions: The Role of Feature Selection Techniques in Financial Modeling.

Humberto O. Bragança, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri

Proceedings of the Computational Science and Its Applications - ICCSA 2025 - 25th International Conference, Istanbul, Turkey, June 30, 2025

Optimizing Big Data Traffic Prediction Using Generalizations of Choquet Integral with Adaptive Weighting.

Abreu Quevedo, Denner G. Ayres, Graçaliz Pereira Dimuro, André Riker, Giancarlo Lucca, Bruno Lopes Dalmazo

Proceedings of the IEEE International Conference on Communications, 2025

Evaluating the Power Measure with Choquet-Based Generalizations in Fuzzy Rule-Based Classification Systems.

Giancarlo Lucca, Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Bruno Lopes Dalmazo, Rafael A. Berri, Renata H. S. Reiser, Adenauer C. Yamin, Cédric Marco-Detchart, Humberto Bustince

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Comparative Study of Predictive Models Based on Moving Averages Applied in Binary Options in the Financial Market.

Luccas R. Hoff, Rafael A. Berri, Eduardo N. Borges, André Riker, Bruno Lopes Dalmazo

RITA, 2024

Echo state network and classical statistical techniques for time series forecasting: A review.

Fabian Corrêa Cardoso, Rafael Alceste Berri, Eduardo Nunes Borges, Bruno Lopes Dalmazo, Giancarlo Lucca, Viviane Leite Dias de Mattos

Knowl. Based Syst., 2024

Federated Learning under Attack: Improving Gradient Inversion for Batch of Images.

Luiz Leite, Yuri Santo, Bruno Lopes Dalmazo, André Riker

CoRR, 2024

A SDN-Based Approach for Conflicting Energy Profiles on Partially Sustainable IoT Networks.

Yuri Santo, Bruno Lopes Dalmazo, Weverton Cordeiro, Antônio J. G. Abelém, André Riker

Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

Enhancing Privacy in Healthcare: A Multilevel Approach to (Pseudo)Anonymization.

Pedro Henrique Rodrigues Emerick, Silvio Costa Sampaio, Bruno Lopes Dalmazo, Andre Riker, Augusto José Venâncio Neto, Roger Immich

Proceedings of the International Wireless Communications and Mobile Computing, 2024

Advances in Home Care and Real-Time Vital Signs Monitoring.

Giancarlo Lucca, Bruno Lopes Dalmazo, Debora Bertaco, Jeferson P. Feijo, Luiz Oscar Homann de Topin, Vinicius M. De Oliveira, Luciano M. Ribeiro

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Comparing MAE and RMSE as Fitness of Genetic Algorithm for Optimizing Echo State Network Hyperparameters with Different Probabilistic Distributions.

Henrique Vaz de Araújo, Fabian Corrêa Cardoso, Viviane Leite Dias de Mattos, Eduardo Nunes Borges, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael Alceste Berri

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

2023

Fault Detection on the Edge and Adaptive Communication for State of Alert in Industrial Internet of Things.

Yuri Santo, Roger Immich, Bruno Lopes Dalmazo, André Riker

Sensors, April, 2023

Systematic Review of Aggregation Functions Applied to Image Edge Detection.

Miquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Bruno Lopes Dalmazo, Cédric Marco-Detchart, Giancarlo Lucca, Humberto Bustince

Axioms, April, 2023

Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks.

Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables.

Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

2022

Janus: a framework to boost HPC applications in the cloud based on SDN path provisioning.

Guilherme R. Pretto, Bruno Lopes Dalmazo, Jonatas Adilson Marques, Zhongke Wu, Xingce Wang, Vladimir Korkhov, Philippe O. A. Navaux, Luciano Paschoal Gaspary

Clust. Comput., 2022

On the Performance of Machine Learning at the Network Edge to Detect Industrial IoT Faults.

Yuri Santo, Bruno Lopes Dalmazo, Roger Immich, André Riker

Proceedings of the 21st IEEE International Symposium on Network Computing and Applications, 2022

Modularized and Contract-Based Prediction Models in Programmable Networks.

Michel Neves, André Riker, Jéferson Campos Nobre, Antônio J. G. Abelém, Bruno Lopes Dalmazo

Proceedings of the 21st IEEE International Symposium on Network Computing and Applications, 2022

DECONN: Combining Minimum and Neutral Energy Consumption Strategies in IoT Networks.

Lucas Barbosa, Bruno Lopes Dalmazo, Weverton Cordeiro, Roger Immich, Antônio J. G. Abelém, André Riker

Proceedings of the 14th IFIP Wireless and Mobile Networking Conference, 2022

Detecting Data Injection Attacks in ROS Systems using Machine Learning.

Rodrigo Abrantes Antunes, Bruno Lopes Dalmazo, Paulo L. J. Drews-Jr

Proceedings of the Latin American Robotics Symposium, 2022

2021

A systematic review on distributed denial of service attack defense mechanisms in programmable networks.

Bruno Lopes Dalmazo, Jonatas Adilson Marques, Lucas Rodrigues Costa, Michel S. Bonfim, Ranyelson Neres Carvalho, Anderson Santos da Silva, Stenio Fernandes, Jacir Luiz Bordim, Eduardo Alchieri, Alberto Schaeffer-Filho, Luciano Paschoal Gaspary, Weverton Cordeiro

Int. J. Netw. Manag., 2021

Health Systems with Resilient Reporting based on Internet-of-Things.

Yuri Melo, Vinicius C. M. Borges, Antonio Oliveira, Bruno Lopes Dalmazo, André Riker

Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

An Electrocardiogram-based Authentication Implementation Integrated with the Blockchain.

Mateus Stürmer Pioner, Luciano Ignaczak, Bruno Lopes Dalmazo, Elvandi da Silva Júnior, Jéferson Campos Nobre

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

HTTP-DTNSec: An HTTP-Based Security Extension for Delay/Disruption Tolerant Networking.

Lucas William Paz Pinto, Bruno Lopes Dalmazo, André Riker, Jéferson Campos Nobre

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Using Quadratic Discriminant Analysis by Intrusion Detection Systems for Port Scan and Slowloris Attack Classification.

Vinícius M. Deolindo, Bruno Lopes Dalmazo, Marcus Vinicius Brito da Silva, Luiz Ricardo Bertoldi de Oliveira, Allan de B. Silva, Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Jéferson Campos Nobre

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2019

A Prediction-based Approach for Anomaly Detection in the Cloud.

Bruno Lopes Dalmazo, João P. Vilela, Marília Curado

Proceedings of the Companion Proceedings of the 37th Brazilian Symposium on Computer Networks and Distributed Systems, 2019

A Proposal for IP Spoofing Mitigation at Origin in Homenet Using Software-Defined Networking.

Manoel F. Ramos, Bruno Lopes Dalmazo, Jéferson Campos Nobre

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

Boosting HPC Applications in the Cloud Through JIT Traffic-Aware Path Provisioning.

Guilherme R. Pretto, Bruno Lopes Dalmazo, Jonatas Adilson Marques, Zhongke Wu, Xingce Wang, Vladimir Korkhov, Philippe O. A. Navaux, Luciano Paschoal Gaspary

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

Towards the Adaptation of an Active Measurement Protocol for Delay/Disruption-Tolerant Networking.

Carlos H. Lamb, Bruno Lopes Dalmazo, Jéferson Campos Nobre

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018

A Prediction-based Approach for Anomaly Detection in the Cloud

Bruno Lopes Dalmazo

PhD thesis, 2018

Triple-Similarity Mechanism for alarm management in the cloud.

Bruno Lopes Dalmazo, João P. Vilela, Marília Curado

Comput. Secur., 2018

2017

Performance Analysis of Network Traffic Predictors in the Cloud.

Bruno Lopes Dalmazo, João P. Vilela, Marília Curado

J. Netw. Syst. Manag., 2017

2016

Online traffic prediction in the cloud.

Bruno Lopes Dalmazo, João P. Vilela, Marília Curado

Int. J. Netw. Manag., 2016

Expedite feature extraction for enhanced cloud anomaly detection.

Bruno Lopes Dalmazo, João P. Vilela, Paulo Simões, Marília Curado

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

2014

Online Traffic Prediction in the Cloud: A Dynamic Window Approach.

Bruno Lopes Dalmazo, João P. Vilela, Marília Curado

Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

2013

Identifying the root cause of failures in IT changes: Novel strategies and trade-offs.

Ricardo Luis dos Santos, Juliano Araújo Wickboldt, Bruno Lopes Dalmazo, Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Roben Castagna Lunardi

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Predicting Traffic in the Cloud: A Statistical Approach.

Bruno Lopes Dalmazo, João P. Vilela, Marília Curado

Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

2011

IT Project Variables in the Balance: A Bayesian Approach to Prediction of Support Costs.

Bruno Lopes Dalmazo, Abraham Lincoln Rabelo de Sousa, Weverton Luis da Costa Cordeiro, Juliano Araújo Wickboldt, Roben Castagna Lunardi, Ricardo Luis dos Santos, Luciano Paschoal Gaspary, Lisandro Zambenedetti Granville, Claudio Bartolini, Marianne Hickey

Proceedings of the 25th Brazilian Symposium on Software Engineering, 2011

A solution for identifying the root cause of problems in IT change management.

Ricardo Luis dos Santos, Juliano Araújo Wickboldt, Roben Castagna Lunardi, Bruno Lopes Dalmazo, Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Claudio Bartolini, Marianne Hickey

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Leveraging IT project lifecycle data to predict support costs.

Bruno Lopes Dalmazo, Weverton Luis da Costa Cordeiro, Abraham Lincoln Rabelo de Sousa, Juliano Araújo Wickboldt, Roben Castagna Lunardi, Ricardo Luis dos Santos, Luciano Paschoal Gaspary, Lisandro Zambenedetti Granville, Claudio Bartolini, Marianne Hickey

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010

Computer-generated comprehensive risk assessment for IT project management.

Juliano Araújo Wickboldt, Luís Armando Bianchin, Roben Castagna Lunardi, Fabrício Girardi Andreis, Ricardo Luis dos Santos, Bruno Lopes Dalmazo, Weverton Luis da Costa Cordeiro, Abraham Lincoln Rabelo de Sousa, Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Claudio Bartolini

Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010

On strategies for planning the assignment of human resources to IT change activities.

Roben Castagna Lunardi, Fabrício Girardi Andreis, Weverton Luis da Costa Cordeiro, Juliano Araújo Wickboldt, Bruno Lopes Dalmazo, Ricardo Luis dos Santos, Luís Armando Bianchin, Luciano Paschoal Gaspary, Lisandro Zambenedetti Granville, Claudio Bartolini

Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010