Rodrigo Fernandes de Mello
Orcid: 0000-0002-0435-3992
According to our database1,
Rodrigo Fernandes de Mello
authored at least 117 papers
between 1999 and 2023.
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Bibliography
2023
eXplainable Ensemble Strategy using distinct and restrict learning biases: A case study on the Brazilian Forest.
Appl. Soft Comput., February, 2023
ACM Comput. Surv., 2023
2022
Neural network training fingerprint: visual analytics of the training process in classification neural networks.
J. Vis., 2022
J. Exp. Theor. Artif. Intell., 2022
Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination.
Inf. Sci., 2022
On supervised learning to model and predict cattle weight in precision livestock breeding.
Comput. Electron. Agric., 2022
2021
Soft Comput., 2021
Expert Syst. Appl., 2021
CoRR, 2021
Multi-Keyword ranked search based on mapping set matching in cloud ciphertext storage system.
Connect. Sci., 2021
Using fuzzy clustering to address imprecision and uncertainty present in deterministic components of time series.
Appl. Soft Comput., 2021
Investigating 3D Convolutional Layers as Feature Extractors for Anomaly Detection Systems Applied to Surveillance Videos.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
2020
Enhancing the Sensor Node Localization Algorithm Based on Improved DV-Hop and DE Algorithms in Wireless Sensor Networks.
Sensors, 2020
Int. J. Comput. Sci. Eng., 2020
Ensuring Learning Guarantees on Concept Drift Detection with Statistical Learning Theory.
CoRR, 2020
Supporting Optimal Phase Space Reconstructions Using Neural Network Architecture for Time Series Modeling.
CoRR, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Quantifying Temporal Novelty in Social Networks Using Time-Varying Graphs and Concept Drift Detection.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Braz. Comput. Soc., 2019
Expert Syst. Appl., 2019
Expert Syst. Appl., 2019
Digit. Signal Process., 2019
Proceedings of the 8th Symposium on Languages, Applications and Technologies, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Semi-supervised time series classification on positive and unlabeled problems using cross-recurrence quantification analysis.
Pattern Recognit., 2018
Int. J. High Perform. Comput. Netw., 2018
Designing architectures of convolutional neural networks to solve practical problems.
Expert Syst. Appl., 2018
Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos?
CoRR, 2018
Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
Springer, ISBN: 978-3-319-94988-8, 2018
2017
Applying a kernel function on time-dependent data to provide supervised-learning guarantees.
Expert Syst. Appl., 2017
Expert Syst. Appl., 2017
Proceedings of the Symposium on Applied Computing, 2017
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
2016
Applying Empirical Mode Decomposition and mutual information to separate stochastic and deterministic influences embedded in signals.
Signal Process., 2016
Emprego de Banco de Filtros e do Teorema de Imersão de Takens em Padrões Espaciais para a Classificação de Imagética Motora em Interfaces Cérebro-Computador.
RITA, 2016
Min-heap-based scheduling algorithm: an approximation algorithm for homogeneous and heterogeneous distributed systems.
Int. J. Parallel Emergent Distributed Syst., 2016
Application execution path analysis for the automatic parallelisation of binary codes in the Intel x86 platform.
Int. J. Parallel Emergent Distributed Syst., 2016
Expert Syst. Appl., 2016
2015
Prog. Artif. Intell., 2015
Modelling distributed computing workloads to support the study of scheduling decisions.
Int. J. Comput. Sci. Eng., 2015
Int. J. Bifurc. Chaos, 2015
Expert Syst. Appl., 2015
2014
J. Multiple Valued Log. Soft Comput., 2014
Intell. Data Anal., 2014
Expert Syst. Appl., 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
Improving time series modeling by decomposing and analyzing stochastic and deterministic influences.
Signal Process., 2013
RITA, 2013
Intrusion Detection in Unstructured Contexts Using On-line Clustering and Novelty Detection.
RITA, 2013
Intell. Data Anal., 2013
Adv. Data Anal. Classif., 2013
2012
IEEE Trans. Parallel Distributed Syst., 2012
2011
J. Comput. Civ. Eng., 2011
Improving the performance and accuracy of time series modeling based on autonomic computing systems.
J. Ambient Intell. Humaniz. Comput., 2011
Classification of time series generation processes using experimental tools: a survey and proposal of an automatic and systematic approach.
Int. J. Comput. Sci. Eng., 2011
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
2010
A novel approach for distributed application scheduling based on prediction of communication events.
Future Gener. Comput. Syst., 2010
Proceedings of the Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications, 2010
2009
J. Supercomput., 2009
Int. J. Parallel Emergent Distributed Syst., 2009
On modeling and evaluating multicomputer transcoding architectures for live-video streams.
Multim. Tools Appl., 2009
Proceedings of the Eighth IEEE International Conference on Dependable, 2009
2008
Telecommun. Syst., 2008
Int. J. Imaging Syst. Technol., 2008
Improving regression testing performance using the Adaptive Resonance Theory-2A self-organising neural network architecture.
Int. J. Auton. Adapt. Commun. Syst., 2008
Proceedings of the Advances in Artificial Intelligence, 2008
Proceedings of the 20th International Symposium on Computer Architecture and High Performance Computing, 2008
Proceedings of the 11th IEEE International Conference on Computational Science and Engineering, 2008
A Novel Approach to Quantify Novelty Levels Applied on Ubiquitous Music Distribution.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008
2007
Proceedings of the 19th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2007), 2007
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
Proceedings of the Parallel Computing Technologies, 2007
Optimizing Distributed Data Access in Grid Environments by Using Artificial Intelligence Techniques.
Proceedings of the Parallel and Distributed Processing and Applications, 2007
Proceedings of the Ninth IEEE International Symposium on Multimedia, 2007
Model for Automatic Text Classification and Categorization for Image Indexing and Retrieval.
Proceedings of the 2007 International Conference on Intelligent Pervasive Computing, 2007
Proceedings of the 2007 International Conference on Intelligent Pervasive Computing, 2007
Proceedings of the High Performance Computing and Communications, 2007
Proceedings of the Embedded and Ubiquitous Computing, International Conference, 2007
A Model for Automatic On-Line Process Behavior Extraction, Classification and Prediction in Heterogeneous Distributed Systems.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
Performance Evaluation of Route: A Load Balancing Algorithm for Grid Computing.
RITA, 2006
Comparative study of the server-initiated lowest algorithm using a load balancing index based on the process behavior for heterogeneous environment.
Clust. Comput., 2006
Proceedings of the High Performance Computing for Computational Science, 2006
Proceedings of the Parallel and Distributed Processing and Applications, 2006
Adaptive Technique for Automatic Communication Access Pattern Discovery Applied to Data Prefetching in Distributed Applications Using Neural Networks and Stochastic Models.
Proceedings of the Parallel and Distributed Processing and Applications, 2006
A new method for classifying and searching software components by using a self-organizing neural network architecture.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
A Technique to Reduce the Test Case Suites for Regression Testing Based on a Self-Organizing Neural Network Architecture.
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006
2005
Improving Scheduling of Communication Intensive Parallel Applications on Heterogeneous Computing Environments.
Parallel Process. Lett., 2005
Proceedings of the 19th Annual International Symposium on High Performance Computing Systems and Applications (HPCS 2005), 2005
Improving Scheduling Decisions by Using Knowledge About Parallel Applications Resource Usage.
Proceedings of the High Performance Computing and Communications, 2005
Proceedings of the Embedded and Ubiquitous Computing, 2005
2004
Comparative analysis of the prototype and the simulator of a new load balancing algorithm for heterogeneous computing environments.
Int. J. High Perform. Comput. Netw., 2004
IEICE Trans. Inf. Syst., 2004
A New Migration Model based on the Evaluation of Processes Load and Lifetime on Heterogeneous Computing Environments.
Proceedings of the 16th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2004), 2004
2003
Proposal and performance evaluation of a load balancing algorithm for heterogeneous scalable distributed environments (Proposta e avaliação de desempenho de um algoritmo de balanceamento de carga para ambientes distribuídos heterogêneos escaláveis).
PhD thesis, 2003
2002
Model for Resources Load Evaluation in Clusters by Using a Peer-to-Peer Protocol.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002
OpenTella: A Peer-to-Peer Protocol for the Load Balancing in a System Formed by a Cluster from Clusters.
Proceedings of the High Performance Computing, 4th International Symposium, 2002
Analysis on the Significant Information to Update the Tables on Occupation of Resources by Using a Peer-to-Peer Protocol.
Proceedings of the 16th Annual International Symposium on High Performance Computing Systems and Applications, 2002
2001
An Environment for Generating Visual Applications Involving Real-Time Remote Procedure Calls.
Proceedings of the 6th Workshop on Object-Oriented Real-Time Dependable Systems (WORDS 2001), 2001
Proceedings of the IEEE International Symposium on Network Computing and Applications (NCA 2001), 2001
1999
An Environment for Generating Applications Involving Remote Manipulation of Parallel Machines.
Proceedings of the Parallel and Distributed Processing, 1999