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2020 – today
- 2026
[j12]Alice Tissot Garcia Pintanel
, Beatriz S. De M. Bernardo, Pedro G. Machado, Eric L. Corrêa, Eduardo N. Borges, Bruno Lopes Dalmazo, Graçaliz Pereira Dimuro:
A Multiplatform Application for Managing Health Data With Automated Extraction of Laboratory Information. IEEE Access 14: 103462-103477 (2026)- [j11]Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges:
Unveiling Stock Market Trends by Deep Learning Insights With Correction Factor and Recurrent Neural Networks. Expert Syst. J. Knowl. Eng. 43(5) (2026) - [c50]Luis Marinho, Marcos Madruga, Ramon R. Fontes, Bruno Lopes Dalmazo, Rafael Lopes Gomes, Augusto José Venâncio Neto, Roger Immich:
Towards Scalable Network Configuration Management Through Infrastructure as Code (IaC). HPSR 2026: 1-6 - [c49]Miguel P. Cunha, Bruno Lopes Dalmazo, Viviane Leite Dias de Mattos, Richard F. Pinto, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fabian Corrêa Cardoso, Rafael A. Berri:
LEAP: A Leakage-Free Evolutionary Alpha Pipeline for NLP-Driven DJIA Prediction. ICCSA (3) 2026: 71-87 - [c48]Beatriz Conceição da Costa, Giancarlo Lucca, Lizandro de Souza Oliveira, Rafael A. Berri, Roger Immich, Eduardo N. Borges, Richard F. Pinto, Fabian Corrêa Cardoso, Bruno Lopes Dalmazo:
Adversarial Detection in EEG-Based BCIs: A Comparative Study of Classical and Neuro-Fuzzy Approaches. ICCSA (2) 2026: 173-184 - [c47]Arthur E. Nunes, Bruno Lopes Dalmazo, Viviane Leite Dias de Mattos, Richard F. Pinto, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fabian Corrêa Cardoso, Rafael A. Berri:
Horizon-Aware Feature Selection and Evolutionary Optimization for Intraday Prediction in Futures Markets. ICCSA (2) 2026: 315-332 - [c46]Otávio Zucchetti Dalla Costa, Bruno Lopes Dalmazo, Viviane Leite Dias de Mattos, Richard F. Pinto, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fabian Corrêa Cardoso, Rafael A. Berri:
Enhancing Model Generalization in Index Futures Markets via Evolutionary Optimization and Data Leakage-Free Feature Engineering. ICCSA (2) 2026: 550-568 - [c45]João Pedro Stone Moreira, Giancarlo Lucca, Lizandro de Souza Oliveira, Diego Duarte Bottero, Rafael A. Berri, Bruno Lopes Dalmazo:
Impact and Applications of Aggregation Methods in Fuzzy Rule-Based Classification Systems: A Systematic Review. ICEIS (1) 2026: 346-353 - [c44]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:
An Incremental E-Commerce Review Dataset for Sentiment Analysis in Portuguese Language. ICEIS (1) 2026: 386-393 - [c43]Beatriz Conceição da Costa, Giancarlo Lucca, Lizandro de Souza Oliveira, André Riker, Bruno Lopes Dalmazo:
Model Comparison for Adversarial Attack Detection in EEG-Based Brain-Computer Interfaces. ICEIS (1) 2026: 881-888 - [c42]Diego Duarte Bottero, Joelson Sartori Junior, João Pedro Stone Moreira, Lizandro de Souza Oliveira, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael Alceste Berri:
Transformer Attention Modifications and Pre-Aggregation Functions: A Systematic Review. ICEIS (2) 2026: 1141-1148 - [c41]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:
Impact of Feature Selection and Genetic Algorithms on Machine Learning Performance for Intraday Financial Trend Prediction. ICEIS (2) 2026: 1239-1246 - [c40]Andrew Mendonça Alaniz, Graçaliz Pereira Dimuro, Bruno Lopes Dalmazo:
Detection of Spoofing Attacks in Medical IoT Devices Based on the Adaptive Neuro-Fuzzy Inference System. ICEIS (2) 2026: 1264-1271 - [c39]Pietro Piva Vieira, Bruno Lopes Dalmazo, Rodrigo Brandão Mansilha:
RouteBastion: Proposal and Performance Evaluation of a Unified API Broker for Vehicle Routing Problems. ICEIS (2) 2026: 1401-1410 - [c38]Beatriz Conceição da Costa, André Riker, Roger Immich, Bruno Lopes Dalmazo:
Evaluating Robustness and Detection of Adversarial Attacks in EEG-Based Brain-Computer Interfaces. SBSI 2026: 291-308 - [c37]Rivaldo Fernandes, Bruno Lopes Dalmazo, André Riker, Geraldo Pereira Rocha Filho, Rodolfo I. Meneguette, Lourenço Alves Pereira Júnior, Roger Immich:
A Computational Intelligence-Driven Reference Architecture for Anomaly Detection in Software-Defined Networking (SDN). SBSI 2026: 811-830 - [i6]Arthur G. Bubolz, Abreu Quevedo, Giancarlo Lucca, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo:
Decoding Market Emotion from Blockchain Activity: A Data-Driven Sentiment Classifier. CoRR abs/2607.15258 (2026) - [i5]Iuri Mundstock, Abreu Quevedo, Jéferson Campos Nobre, Roben Castagna Lunardi, Thiago L. T. da Silveira, Bruno Lopes Dalmazo:
On the Impact of Entropy-based Features. CoRR abs/2607.15379 (2026) - [i4]Abreu Quevedo, Roger Immich, Giancarlo Lucca, Graçaliz Pereira Dimuro, Bruno Lopes Dalmazo:
Improving Network Anomaly Detection via Choquet-Integral-Based Feature Aggregation. CoRR abs/2607.15389 (2026) - 2025
- [j10]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:
dCC-Integrals: A generalization of CC-integrals by restricted dissimilarity functions with applications on two different contexts. Appl. Soft Comput. 181: 113517 (2025) - [c36]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:
Evaluating the Power Measure with Choquet-Based Generalizations in Fuzzy Rule-Based Classification Systems. BRACIS (1) 2025: 508-523 - [c35]Abreu Quevedo, Denner G. Ayres, Graçaliz Pereira Dimuro, André Riker, Giancarlo Lucca, Bruno Lopes Dalmazo:
Optimizing Big Data Traffic Prediction Using Generalizations of Choquet Integral with Adaptive Weighting. ICC 2025: 4872-4877 - [c34]Abreu Quevedo, Denner G. Ayres, Gabriel Teixeira, Graçaliz Pereira Dimuro, Giancarlo Lucca, Bruno Lopes Dalmazo:
Improving Anomaly Detection in Network Traffic Using Choquet-Based Feature Engineering for Random Forest and XGBoost Models. ICCSA (3) 2025: 3-16 - [c33]Arthur G. Bubolz, Giancarlo Lucca, Lizandro de Souza Oliveira, Thiago Teixeira, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo:
Analysis of Bitcoin Trends Through the Integration of On-Chain Financial Indicators and Machine Learning. ICCSA (2) 2025: 35-50 - [c32]Andrey V. S. Souza, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri:
Predictive Analysis with Technical Indicators and Features Selection for Futures Contracts Trading. ICCSA (2) 2025: 349-367 - [c31]Humberto O. Bragança, Richard F. Pinto, Bruno Lopes Dalmazo, Eduardo N. Borges, Giancarlo Lucca, Viviane L. D. de Mattos, Rafael A. Berri:
Enhancing Stock Market Predictions: The Role of Feature Selection Techniques in Financial Modeling. ICCSA (2) 2025: 386-400 - [c30]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:
Feature Selection for Stock Market Prediction: A Comparison of Relief and Information Gain Methods. ICEIS (1) 2025: 996-1003 - [c29]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:
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements. IDEAL (1) 2025: 471-481 - [c28]Arthur G. Bubolz, Marcos C. Freitas, Giancarlo Lucca, Rafael A. Berri, Eduardo N. Borges, Bruno Lopes Dalmazo:
Towards Bitcoin Trend Prediction: A Machine Learning Approach Using Blockchain-Derived Data. IDEAL (2) 2025: 471-482 - [i3]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:
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements. CoRR abs/2511.15960 (2025) - [i2]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:
Impact of Data-Oriented and Object-Oriented Design on Performance and Cache Utilization with Artificial Intelligence Algorithms in Multi-Threaded CPUs. CoRR abs/2512.07841 (2025) - 2024
- [j9]Fabian Corrêa Cardoso, Rafael Alceste Berri, Eduardo Nunes Borges, Bruno Lopes Dalmazo, Giancarlo Lucca, Viviane Leite Dias de Mattos:
Echo state network and classical statistical techniques for time series forecasting: A review. Knowl. Based Syst. 293: 111639 (2024) - [j8]Luccas R. Hoff, Rafael A. Berri, Eduardo N. Borges, André Riker, Bruno Lopes Dalmazo:
Comparative Study of Predictive Models Based on Moving Averages Applied in Binary Options in the Financial Market. RITA 31(2): 56-73 (2024) - [c27]Henrique Vaz de Araújo, Fabian Corrêa Cardoso, Viviane Leite Dias de Mattos, Eduardo Nunes Borges, Giancarlo Lucca, Bruno Lopes Dalmazo, Rafael Alceste Berri:
Comparing MAE and RMSE as Fitness of Genetic Algorithm for Optimizing Echo State Network Hyperparameters with Different Probabilistic Distributions. IDEAL (2) 2024: 315-327 - [c26]Giancarlo Lucca, Bruno Lopes Dalmazo, Debora Bertaco, Jeferson P. Feijo, Luiz Oscar Homann de Topin, Vinicius M. De Oliveira, Luciano M. Ribeiro:
Advances in Home Care and Real-Time Vital Signs Monitoring. IDEAL (2) 2024: 340-348 - [c25]Pedro Henrique Rodrigues Emerick, Silvio Costa Sampaio, Bruno Lopes Dalmazo, Andre Riker, Augusto José Venâncio Neto, Roger Immich:
Enhancing Privacy in Healthcare: A Multilevel Approach to (Pseudo)Anonymization. IWCMC 2024: 1814-1819 - [c24]Yuri Santo, Bruno Lopes Dalmazo, Weverton Cordeiro, Antônio J. G. Abelém, André Riker:
A SDN-Based Approach for Conflicting Energy Profiles on Partially Sustainable IoT Networks. WF-IoT 2024: 906-911 - [i1]Luiz Leite, Yuri Santo, Bruno Lopes Dalmazo, André Riker:
Federated Learning under Attack: Improving Gradient Inversion for Batch of Images. CoRR abs/2409.17767 (2024) - 2023
- [j7]Miquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Bruno Lopes Dalmazo, Cédric Marco-Detchart, Giancarlo Lucca, Humberto Bustince:
Systematic Review of Aggregation Functions Applied to Image Edge Detection. Axioms 12(4): 330 (2023) - [j6]Yuri Santo, Roger Immich, Bruno Lopes Dalmazo, André Riker:
Fault Detection on the Edge and Adaptive Communication for State of Alert in Industrial Internet of Things. Sensors 23(7): 3544 (2023) - [c23]Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira:
A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables. ICEIS (1) 2023: 180-186 - [c22]Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges:
Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks. IDEAL 2023: 290-302 - 2022
- [j5]Guilherme R. Pretto, Bruno Lopes Dalmazo, Jonatas Adilson Marques, Zhongke Wu, Xingce Wang, Vladimir Korkhov, Philippe O. A. Navaux, Luciano Paschoal Gaspary:
Janus: a framework to boost HPC applications in the cloud based on SDN path provisioning. Clust. Comput. 25(2): 947-964 (2022) - [c21]Rodrigo Abrantes Antunes, Bruno Lopes Dalmazo, Paulo L. J. Drews-Jr:
Detecting Data Injection Attacks in ROS Systems using Machine Learning. LARS/SBR/WRE 2022: 1-6 - [c20]Lucas Barbosa, Bruno Lopes Dalmazo, Weverton Cordeiro, Roger Immich, Antônio J. G. Abelém, André Riker:
DECONN: Combining Minimum and Neutral Energy Consumption Strategies in IoT Networks. WMNC 2022: 101-107 - [c19]Michel Neves, André Riker, Jéferson Campos Nobre, Antônio J. G. Abelém, Bruno Lopes Dalmazo:
Modularized and Contract-Based Prediction Models in Programmable Networks. NCA 2022: 285-289 - [c18]Yuri Santo, Bruno Lopes Dalmazo, Roger Immich, André Riker:
On the Performance of Machine Learning at the Network Edge to Detect Industrial IoT Faults. NCA 2022: 291-295 - 2021
- [j4]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:
A systematic review on distributed denial of service attack defense mechanisms in programmable networks. Int. J. Netw. Manag. 31(6) (2021) - [c17]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:
Using Quadratic Discriminant Analysis by Intrusion Detection Systems for Port Scan and Slowloris Attack Classification. ICCSA (3) 2021: 188-200 - [c16]Lucas William Paz Pinto, Bruno Lopes Dalmazo, André Riker, Jéferson Campos Nobre:
HTTP-DTNSec: An HTTP-Based Security Extension for Delay/Disruption Tolerant Networking. ICCSA (1) 2021: 325-340 - [c15]Mateus Stürmer Pioner, Luciano Ignaczak, Bruno Lopes Dalmazo, Elvandi da Silva Júnior, Jéferson Campos Nobre:
An Electrocardiogram-based Authentication Implementation Integrated with the Blockchain. IM 2021: 974-979 - [c14]Yuri Melo, Vinicius C. M. Borges, Antonio Oliveira, Bruno Lopes Dalmazo, André Riker:
Health Systems with Resilient Reporting based on Internet-of-Things. IWCMC 2021: 353-357
2010 – 2019
- 2019
- [c13]Carlos H. Lamb, Bruno Lopes Dalmazo, Jéferson Campos Nobre:
Towards the Adaptation of an Active Measurement Protocol for Delay/Disruption-Tolerant Networking. ICCSA (1) 2019: 167-178 - [c12]Manoel F. Ramos, Bruno Lopes Dalmazo, Jéferson Campos Nobre:
A Proposal for IP Spoofing Mitigation at Origin in Homenet Using Software-Defined Networking. ICCSA (1) 2019: 179-192 - [c11]Guilherme R. Pretto, Bruno Lopes Dalmazo, Jonatas Adilson Marques, Zhongke Wu, Xingce Wang, Vladimir Korkhov, Philippe O. A. Navaux, Luciano Paschoal Gaspary:
Boosting HPC Applications in the Cloud Through JIT Traffic-Aware Path Provisioning. ICCSA (4) 2019: 702-716 - [c10]Bruno Lopes Dalmazo, João P. Vilela, Marília Curado:
A Prediction-based Approach for Anomaly Detection in the Cloud. SBRC Companion 2019: 169-176 - 2018
- [b1]Bruno Lopes Dalmazo:
A Prediction-based Approach for Anomaly Detection in the Cloud. University of Coimbra, Portugal, 2018 - [j3]Bruno Lopes Dalmazo, João P. Vilela, Marília Curado:
Triple-Similarity Mechanism for alarm management in the cloud. Comput. Secur. 78: 33-42 (2018) - 2017
- [j2]Bruno Lopes Dalmazo, João P. Vilela, Marília Curado:
Performance Analysis of Network Traffic Predictors in the Cloud. J. Netw. Syst. Manag. 25(2): 290-320 (2017) - 2016
- [j1]Bruno Lopes Dalmazo, João P. Vilela, Marília Curado:
Online traffic prediction in the cloud. Int. J. Netw. Manag. 26(4): 269-285 (2016) - [c9]Bruno Lopes Dalmazo, João P. Vilela, Paulo Simões, Marília Curado:
Expedite feature extraction for enhanced cloud anomaly detection. NOMS 2016: 1215-1220 - 2014
- [c8]Bruno Lopes Dalmazo, João P. Vilela, Marília Curado:
Online Traffic Prediction in the Cloud: A Dynamic Window Approach. FiCloud 2014: 9-14 - 2013
- [c7]Bruno Lopes Dalmazo, João P. Vilela, Marília Curado:
Predicting Traffic in the Cloud: A Statistical Approach. CGC 2013: 121-126 - [c6]Ricardo Luis dos Santos, Juliano Araújo Wickboldt, Bruno Lopes Dalmazo, Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Roben Castagna Lunardi:
Identifying the root cause of failures in IT changes: Novel strategies and trade-offs. IM 2013: 118-125 - 2011
- [c5]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:
Leveraging IT project lifecycle data to predict support costs. Integrated Network Management 2011: 249-256 - [c4]Ricardo Luis dos Santos, Juliano Araújo Wickboldt, Roben Castagna Lunardi, Bruno Lopes Dalmazo, Lisandro Zambenedetti Granville, Luciano Paschoal Gaspary, Claudio Bartolini, Marianne Hickey:
A solution for identifying the root cause of problems in IT change management. Integrated Network Management 2011: 586-593 - [c3]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:
IT Project Variables in the Balance: A Bayesian Approach to Prediction of Support Costs. SBES 2011: 224-232 - 2010
- [c2]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:
On strategies for planning the assignment of human resources to IT change activities. NOMS 2010: 248-255 - [c1]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:
Computer-generated comprehensive risk assessment for IT project management. NOMS 2010: 400-407
Coauthor Index
Rafael A. Berri
aka: Rafael Alceste Berri
aka: Rafael Alceste Berri
Eduardo N. Borges
aka: Eduardo Nunes Borges
aka: Eduardo Nunes Borges
Viviane L. D. de Mattos
aka: Viviane Leite Dias de Mattos
aka: Viviane Leite Dias de Mattos
Andre Riker
aka: André Riker
aka: André Riker
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last updated on 2026-08-09 23:29 CEST by the dblp team
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