Renato Ferreira

Orcid: 0000-0002-4372-8996

Affiliations:
  • Federal University of Minas Gerais, Belo Horizonte, Brazil
  • Ohio State University, Department of Biomedical Informatics, Columbus, OH, USA (former)
  • University of Maryland, College Park, MD, USA (PhD 2001)


According to our database1, Renato Ferreira authored at least 97 papers between 1997 and 2025.

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Bibliography

2025
A hierarchical data partitioning strategy for irregular applications: a case study in digital pathology.
Clust. Comput., February, 2025

2024
Serious Games for Children with Autism Spectrum Disorder: A Systematic Literature Review.
Int. J. Hum. Comput. Interact., July, 2024

Large-scale response-aware online ANN search in dynamic datasets.
Clust. Comput., June, 2024

A Descriptive and Predictive Analysis Tool for Criminal Data: A Case Study from Brazil.
Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

2023
Effective and efficient active learning for deep learning-based tissue image analysis.
Bioinform., April, 2023

Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval.
Parallel Comput., February, 2023

2022
Efficient microscopy image analysis on CPU-GPU systems with cost-aware irregular data partitioning.
J. Parallel Distributed Comput., 2022

2021
Online multimedia retrieval on CPU-GPU platforms with adaptive work partition.
J. Parallel Distributed Comput., 2021

Building robust pathology image analyses with uncertainty quantification.
Comput. Methods Programs Biomed., 2021

2020
Scalable and Efficient Spatial-Aware Parallelization Strategies for Multimedia Retrieval.
Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

2019
Large-scale parallel similarity search with Product Quantization for online multimedia services.
J. Parallel Distributed Comput., 2019

Development of a Virtual Reality-Based Game Approach for Supporting Sensory Processing Disorders Treatment.
Inf., 2019

Efficient Parallel Associative Classification Based on Rules Memoization.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
A 3D modeling methodology based on a concavity-aware geometric test to create 3D textured coarse models from concept art and orthographic projections.
Comput. Graph., 2018

Imaginator: A virtual reality based game for the treatment of sensory processing disorders.
Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health, 2018

From Java to FPGA: An Experience with the Intel HARP System.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Learning to Rank with Deep Autoencoder Features.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection.
Proceedings of the Computational Science - ICCS 2018, 2018

Evaluating Dynamic Scheduling of Tasks in Mobile Architectures Using ParallelME Framework.
Proceedings of the Computational Science - ICCS 2018, 2018

2017
Application performance analysis and efficient execution on systems with multi-core CPUs, GPUs and MICs: a case study with microscopy image analysis.
Int. J. High Perform. Comput. Appl., 2017

Exploring Heterogeneous Mobile Architectures with a High-Level Programming Model.
Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

Online Multimedia Similarity Search with Response Time-Aware Parallelism and Task Granularity Auto-Tuning.
Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

A Framework for Direct and Transparent Data Exchange of Filter-stream Applications in Multi-GPUs Architectures.
Proceedings of the International Conference on Computational Science, 2017

2016
Watershed-ng: an extensible distributed stream processing framework.
Concurr. Comput. Pract. Exp., 2016

D-STHARk: Evaluating Dynamic Scheduling of Tasks in Hybrid Simulated Architectures.
Proceedings of the International Conference on Computational Science 2016, 2016

Hierarchical Density-Based Clustering based on GPU Accelerated Data Indexing Strategy.
Proceedings of the International Conference on Computational Science 2016, 2016

ParallelME: A Parallel Mobile Engine to Explore Heterogeneity in Mobile Computing Architectures.
Proceedings of the Euro-Par 2016: Parallel Processing, 2016

Connecting Opinions to Opinion-Leaders: A Case Study on Brazilian Political Protests.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2015
SACI: Sentiment analysis by collective inspection on social media content.
J. Web Semant., 2015

Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs.
CoRR, 2015

G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

2014
Thread scheduling and memory coalescing for dynamic vectorization of SPMD workloads.
Parallel Comput., 2014

Smart surveillance framework: A versatile tool for video analysis.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Economically-efficient sentiment stream analysis.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Watershed reengineering: Making Streams Programmable.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014

A Hadoop Extension to Process Mail Folders and its Application to a Spam Dataset.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014

Efficient Execution of Microscopy Image Analysis on CPU, GPU, and MIC Equipped Cluster Systems.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Efficient dynamic scheduling of heterogeneous applications in hybrid architectures.
Proceedings of the Symposium on Applied Computing, 2014

Scalable Feature Extraction for Visual Surveillance.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
Automatic parallelization of canonical loops.
Sci. Comput. Program., 2013

Processing XPath Structural Constraints on GPU.
J. Inf. Data Manag., 2013

GPU-NB: A Fast CUDA-Based Implementation of Naïve Bayes.
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

G-DBSCAN: A GPU Accelerated Algorithm for Density-based Clustering.
Proceedings of the International Conference on Computational Science, 2013

2012
Optimizing dataflow applications on heterogeneous environments.
Clust. Comput., 2012

Processamento de Consultas XPath em GPU.
Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Data and Instruction Uniformity in Minimal Multi-threading.
Proceedings of the IEEE 24th International Symposium on Computer Architecture and High Performance Computing, 2012

2011
Effective sentiment stream analysis with self-augmenting training and demand-driven projection.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Análise Adaptativa de Fluxo de Sentimento Baseada em Janela Deslizante Ativa.
Proceedings of the XXVI Simpósio Brasileiro de Banco de Dados, 2011

Watershed: A High Performance Distributed Stream Processing System.
Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

Speeding Up Learning in Real-Time Search through Parallel Computing.
Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

2010
Tree Projection-Based Frequent Itemset Mining on Multicore CPUs and GPUs.
Proceedings of the 22st International Symposium on Computer Architecture and High Performance Computing, 2010

Run-time optimizations for replicated dataflows on heterogeneous environments.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Data Flow Frameworks for Emerging Heterogeneous Architectures and Their Application to Biomedicine.
Proceedings of the Scientific Computing with Multicore and Accelerators., 2010

2009
Exploiting Computational Resources in Distributed Heterogeneous Platforms.
Proceedings of the 21st International Symposium on Computer Architecture and High Performance Computing, 2009

Profiling General Purpose GPU Applications.
Proceedings of the 21st International Symposium on Computer Architecture and High Performance Computing, 2009

A caGrid-Enabled, Learning Based Image Segmentation Method for Histopathology Specimens.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Coordinating the use of GPU and CPU for improving performance of compute intensive applications.
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

2008
A Run-time System for Efficient Execution of Scientific Workflows on Distributed Environments.
Int. J. Parallel Program., 2008

The ParTriCluster Algorithm for Gene Expression Analysis.
Int. J. Parallel Program., 2008

e-Science, caGrid, and Translational Biomedical Research.
Computer, 2008

A Reconfigurable Run-Time System for Filter-Stream Applications.
Proceedings of the 20th International Symposium on Computer Architecture and High Performance Computing, 2008

Translational research design templates, Grid computing, and HPC.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Achieving Multi-Level Parallelism in the Filter-Labeled Stream Programming Model.
Proceedings of the 2008 International Conference on Parallel Processing, 2008

A Roadmap for caGrid, an Enterprise Grid Architecture for Biomedical Research.
Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008

2007
A Scalable Parallel Deduplication Algorithm.
Proceedings of the 19th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2007), 2007

Fault-tolerance in filter-labeled-stream applications.
Proceedings of the 19th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2007), 2007

An Efficient and Reliable Scientific Workflow System.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Anteater: A Service-Oriented Architecture for High-Performance Data Mining.
IEEE Internet Comput., 2006

ParTriCluster: A Scalable Parallel Algorithm for Gene Expression Analysis.
Proceedings of the 18th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2006), 2006

Assessing Data Virtualization for Irregularly Replicated Large Datasets.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005
XML database support for distributed execution of data-intensive scientific workflows.
SIGMOD Rec., 2005

Anthill: A Scalable Run-Time Environment for Data Mining Applications.
Proceedings of the 17th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2005), 2005

AnthillSched: A Scheduling Strategy for Irregular and Iterative I/O-Intensive Parallel Jobs.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2005

Scheduling Data Flow Applications Using Linear Programming.
Proceedings of the 34th International Conference on Parallel Processing (ICPP 2005), 2005

2004
Asynchronous and Anticipatory Filter-Stream Based Parallel Algorithm for Frequent Itemset Mining.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Tools for efficient subsetting and pipelined processing of large scale, distributed biomedical image data.
Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004

2003
Optimizing Reduction Computations In a Distributed Environment.
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003

Compiler Support for Exploiting Coarse-Grained Pipelined Parallelism.
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003

A Component-based Implementation of Multiple Sequence Alignment.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Compiler support for efficient processing of XML datasets.
Proceedings of the 17th Annual International Conference on Supercomputing, 2003

2002
Data parallel language and compiler support for data intensive applications.
Parallel Comput., 2002

Processing large-scale multi-dimensional data in parallel and distributed environments.
Parallel Comput., 2002

Executing multiple pipelined data analysis operations in the grid.
Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

Improving Performance of Multiple Sequence Alignment Analysis in Multi-Client Environments.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Compiler supported high-level abstractions for sparse disk-resident datasets.
Proceedings of the 16th international conference on Supercomputing, 2002

2001
Compiler and Runtime Analysis for Efficient Communication in Data Intensive Applications.
Proceedings of the 2001 International Conference on Parallel Architectures and Compilation Techniques (PACT 2001), 2001

2000
DataCutter: Middleware for Filtering Very Large Scientific Datasets on Archival Storage Systems.
Proceedings of the Eighth NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies in cooperation with Seventeenth IEEE Symposium on Mass Storage Systems, 2000

High Level Programming Methodologies for Data Intensive Computations.
Proceedings of the Languages, 2000

Compiling Data Intensive Applications with Spatial Coordinates.
Proceedings of the Languages and Compilers for Parallel Computing, 2000

Compiling object-oriented data intensive applications.
Proceedings of the 14th international conference on Supercomputing, 2000

1999
Object-Relational Queries into Multidimensional Databases with the Active Data Repository.
Parallel Process. Lett., 1999

Querying Very Large Multi-dimensional Datasets in ADR.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Database Methods for Efficient Manipulation of Very Large Datasets.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

Infrastructure for Building Parallel Database Systems for Multi-Dimensional Data.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

A High-Performance Database System for Managing Large Multi-resolution Medical Images.
Proceedings of the AMIA 1999, 1999

1998
Digital dynamic telepathology-the Virtual Microscope.
Proceedings of the AMIA 1998, 1998

1997
The Virtual Microscope.
Proceedings of the AMIA 1997, 1997


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