LABICOM

O Laboratório de Pesquisa em Inteligência Computacional é parte do Grupo de Pesquisa em Computação Cognitiva Aplicada (COCA) e está vinculado ao Programa de Pós-graduação em Computação Aplicada (PPGCA) da Universidade do Estado de Santa Catarina (UDESC, Joinville - SC, Brasil).

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The Computational Intelligence Research Laboratory is part of the Applied Cognitive Computing Research Group and is linked to the Graduate Programm in Applied Computing from the Santa Catarina State University (UDESC, Joinville - SC, Brazil).

People

• Rafael Stubs Parpinelli (Head/Coordinator)
  • CV Lattes - ORCID Code - ResearcherID - Scopus ID - Google Scholar - ResearchGate - dblp - Email

Cooperation network of current projects:

• Chidambaram Chidambaram (UDESC/DEPS/COCA - CV Lattes)
• Heitor Silvério Lopes (UTFPR - CV Lattes - BIOINFO-IC)
• Márcio Dorn (UFRS - CV Lattes - SBCB Lab)
• Adriano Fiorese (UDESC/DCC - CV Lattes)
• Cinara Terezinha Menegazzo (UDESC/DCC - CV Lattes)
• Fabiano Baldo (UDESC/DCC - CV Lattes)
• Gilmário Barbosa dos Santos (UDESC/DCC - CV Lattes)
• Ademir Nied (UDESC/DEE - CV Lattes)
• Douglas Wildgrube Bertol (UDESC/DEE - CV Lattes)


• Hospital de Olhos Sadalla Amin Ghanem (HOSAG) - Studies, Research and Innovation Center
• ArcelorMittal VEGA - Products and Processes Research and Innovation Group
• POLLUX - Automation and Robotics Center

Graduate Students (PhD):

• Mateus Boiani (UFRS) - Advisor: Márcio Dorn - Co-advisor: Rafael S. Parpinelli

Graduate Students (MSc):

• Alexandre Heiden - Advisor: Rafael S. Parpinelli.
• Danilo Gonçalves de Oliveira - Advisor: Rafael S. Parpinelli.
• Douglas Macedo Sgrott - Advisor: Rafael S. Parpinelli
• Felipe Marchi - Advisor: Rafael S. Parpinelli
• Mateus Nicoladelli de Oliveira - Advisor: Ademir Nied - Co-advisor: Rafael S. Parpinelli
• Nilcimar Neitzel Will - Advisor: Rafael S. Parpinelli

Undergraduate Students:

• André Tragancin - Advisor: Gilmário Barbosa
• Guilherme Costa - Advisor: Chidambaram Chidambaram
• Eliton Machado da Silva - Advisor: Rafael S. Parpinelli
• Mateus Bittencourt - Advisor: Rafael S. Parpinelli
• Peter Brendel - Advisor: Rafael S. Parpinelli

Former students.

Research Projects

The research projects are related but not limited to the following topics:

• Development and enhancement of optimization algorithms
• Applications of Evolutionary Computation and Swarm Intelligence
• Deep Learning
• Computer Vision
• Bioinformatics
• Internet of things
• Machine Learning
• Multi/Many Objectives Optimization
• Multimodal Optimization
• High-performance Computing

Laboratory Facilities

• Workstations: AMD Ryzen 7 2700X, 3.7GHz/4.35GHz, 16 CPUs, 16GB RAM, 1TB HD, 240GB SSD, GeForce RTX 2060 Super (Turing architectire, 2176 CUDA Cores, 240 Tensor Cores, 34 RT Cores, 8GB GDDR6, 448 GB/s Total Memory Bandwidth, 52 Tflops ML).
• Node 01: Intel(R) Xeon(R) CPU E7-8860, 2.27GHz, 80 CPUs, 1.3TB RAM, 300GB SSD.
• Node 02: Intel(R) Xeon(R) CPU E7-8860, 2.27GHz, 80 CPUs, 1.3TB RAM, 300GB SSD.
• Node 03: Intel(R) Core(TM) i9-9900K, 3.60GHz, 16 CPUs, 64GB RAM, 2TB HD, 530GB SSD.
  • Titan V GPU: Volta architecture, 5120 CUDA cores, 640 Tensor Cores, 12 GB HBM2, 652.8 GB/s Total Memory Bandwidth, 14,9 Tflops FP32, 110 Tflops ML. Thanks to the NVIDIA Hardware Grant Program.

The available infraestructure is under update.

Source Code

Several projects developed at LABICOM have source code available to download in the link above.

Address

Laboratório de Pesquisa em Inteligência Computacional - LABICOM
CCT-UDESC
Rua Paulo Malschitzki, 200
Zona Industrial Norte, Joinville - SC, Brazil
CEP: 89.219-710