Desenvolvimento de Aplicações Paralelas para Big Data em Arquiteturas Manycore Não Convencionais: Escalabilidade, Desempenho e Energia

Responsible: Henrique Cota de Freitas

Financial support: FAPEMIG

Value:

Mineração de redes complexas via análise formal de conceitos em cenários de Big Data

Responsible: Luis Enrique Zárate

Financial support: CNPq

Value: US$ 10.000,00

 

BIGDATAClima – Modelos neurais de cenários climáticos por meio de Big Data ? Estudo de caso para previsão de eventos extremos na região metropolitana de Belo Horizonte.

Responsible: Luis Enrique Zár

Financial support: FAPEMIG

Value: US$ 15.000,00

Design of Reconfigurable Hardware to Accelerate Deep Learning Algorithms

Responsible: Henrique Cota de Freitas

Financial support: Intel Corporation

Value:

BigDataSocial: Minerando subestruturas de redes sociais por meio da análise formal de conceitos. Uma perspectiva para ambientes de Big Data

Responsible: Luis Enrique Zárate

Financial support: CNPq

Value:US $ 12,000.00

Projeto de Arquitetura Dedicada de Processador para Algoritmos de Mineração de Dados Responsible: Henrique Cota de Freitas

Financial support: PUC Minas

Value:

Knowledge Discovery of Complex data via Formal Concept Analysis for applications of Big Data

Responsible:Luis E. Zárate
Financial support:PUC Minas

Support Vector Machine for the prediction of the Protein Function

Responsible:Cristiane Neri Nobre
Financial support:CNPq

Architecture of Many-Core Processors: Performance vs. Energy

Responsible:Henrique Cotta
Financial support:CNPq

A methodology to characterize and model the interaction, behavior and experience of Brazilian visually impaired in Social Networks – A case study in São Rafael Institute in Belo Horizonte

Responsible:Cristiane Neri Noble
Financial support:MEC – Brazil
Value:

Exascale Computing – Scheduling and Energy (international cooperation)

URL:https://team.inria.fr/exase/
Responsible:Henrique Cota de Freitas
Financial support:FAPEMIG
Other institutions:UFRGS (supported by FAPERGS) and Université de Grenoble I (supported by INRIA)
Value :US$ 9876.00

Load balancing for parallel applications targeting high performance and low power consumption in Networks on Chip

Responsible:Henrique Cota de Freitas
Financial support:PUC Minas
Value:US $ 3,000.00

Design of NoC Architecture for High-Performance Access to Shared Cache Memories

Responsible:Henrique Cota de Freitas
Financial support:CNPq
Value:US $ 5,000.00

The use of machine learning techniques in the Prediction of Protein Function

Responsible:Cristiane Neri Noble
Financial support:FAPEMIG
Value:US $ 5,000.00

Process Mapping Strategies to Evaluate Many-Core Architectures supported by Networks on Chip

Responsible:Henrique Cota de Freitas
Financial support:PUC Minas
Value:US $ 3,600.00

Mining canonical structures of Social Networks through Formal Concept Analysis

Responsible:Luis E. Zárate
Financial support:CNPq
Value:US 13,500.00

Canonical computational models Based in Formal Concept Analysis for Representation and analysis of Social Networks.

Responsible:Luis E. Zárate
Financial support:CNPq
Value:US 8,000.00

Analysis of complex networks through Formal Concepts Analysis

Responsible:Luis E. Zárate
Financial support:FAPEMIG
Value:US 16,000.00

Evaluation and characterization of GPU workload for Simulation Network-on-Chip

Responsible:Henrique Cota de Freitas
Financial support:PUC Minas
Value:US$ 5,640.00

Process of Teaching and Learning of Biotechnology Mediated by Educational Software

Responsible:Cristiane Neri Noble
Financial support:FAPEMIG
Value:US $

Automatic verification of UML models

Responsible:Mark Alan J. Song
Financial support:FAPEMIG
Value:US $ 1,300.00

Many-core Processors Architecture Exploitation through Simulation and GPUs focusing on Heterogeneous and Distributed Workloads

Responsible:Henrique Cota de Freitas
Financial support:FAPEMIG
Value:$ 10,000.00

Workload Characterization for Networks-on-Chip Wireless

Responsible:Henrique Cota de Freitas
Financial support:CNPq
Value:US $ 9,600.00

Integrated Approach based on Experimentation and Simulation to Evaluate Networks-on-Chip Using Parallel Weather Forecast Workload

Responsible:Henrique Cota de Freitas
Financial support:PUC Minas
Value:US $ 3,100.00

Proposal of an Interactive Framework for Knowledge Discovery in Large Data Volumes. Application in Social Inclusion Databases and Health

Responsible:Luis E. Zárate
Financial support:FAPEMIG
Value:$ 16,000.00

Extraction and representation of knowledge from Artificial Neural Networks previously trained using Formal Analysis Concepts and OBDD

Responsible:Luis E. Zárate
Financial support:CNPq
Value:$ 13,500.00

Modeling, construction of complex indicators for analysis of Social Inclusion Programs

Responsible: Luis E. Zárate
Financial support: FAPEMIG
Value : $ 92,000.00

Extraction and knowledge representation from previously trained artificial neural networks using formal concept Analysis – Proposal for a distributed version of FCANN method

Responsible: Luis E. Zárate
Financial support: CNPq
Value: US $ 4,000.00

VALEDOURO – Project for Public Health in the Jequitinhonha Valley. Epidemiological Data Analysis for Tuberculosis through Data Mining.

Responsible: Luis E. Zárate
Financial support: CNPq
Value: $ 21,900.00

Genetic Identity Inference – An approach based on Symbolic Model Checking and Bayesian Networks

Responsible: Mark Alan J. Song
Financial support: FAPEMIG
Value: US $

A Methodology for Knowledge Discovery in Databases and development of a computational Tool.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 4,800.00

An Environment for Bounded Model Checking

Responsible: Mark Alan J. Song
Financial support: FAPEMIG
Value: US $ 3,200.00

Knowledge Extraction of neural networks previously trained via Formal Concept Analysis.

CT – INFO / MCT / CNPq No 031/2004
Responsible: Luis E. Zárate
Financial support: CNPq
Value : $ 11,200.00

Knowledge Extraction of neural networks previously trained via Formal Concept Analysis and their application in industrial processes.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 2,500.00

Extraction of Knowledge from Artificial Neural Network Previously Trained

Responsible: Luis E. Zárate
Financial support: FAPEMIG – CNPq
Value: US $ 4,100.00

Developing a data mining tool for getting association rules from data correlation analysis.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 1,600.00

Data Mining application in the sequencing of failures in electronic circuits, using search algorithm Boyer-Moore.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 1,600.00

Knowledge discovery in combustion engines through data mining using clustering techniques.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 4,000.00

Knowledge extraction from trained neural networks.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 5,700.00

Getting Fuzzy behavior rules through sensitivity factors and their application in cold rolling processes.

Responsible: Luis E. Zárate
Financial support: PUC Minas
Value: US $ 4,600.00