Výsledky vyhledávání - "Iacob, Ionut E."

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Attention Patterns Detection using Brain Computer Interfaces

Autor: Hamza-Lup, Felix G., Suri, Adytia, Iacob, Ionut E., Goldbach, Ioana R., Rasheed, Lateef, Borza, Paul N.

Publikováno v: ACM SE 2020

The human brain provides a range of functions such as expressing emotions, controlling the rate of breathing, etc., and its study has attracted the interest of scientists for many years. As machine learning models become more sophisticated, and bio-m

Externí odkaz: http://arxiv.org/abs/2005.11151

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Web-enabled Intelligent System for Continuous Sensor Data Processing and Visualization

Autor: Hamza-Lup, Felix G., Iacob, Ionut E., Khan, Sushmita

Publikováno v: ACM (2019)

A large number of sensors deployed in recent years in various setups and their data is readily available in dedicated databases or in the cloud. Of particular interest is real-time data processing and 3D visualization in web-based user interfaces tha

Externí odkaz: http://arxiv.org/abs/1908.09089

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DCSVM: Fast Multi-class Classification using Support Vector Machines

Autor: Don, Duleep Rathgamage, Iacob, Ionut E.

We present DCSVM, an efficient algorithm for multi-class classification using Support Vector Machines. DCSVM is a divide and conquer algorithm which relies on data sparsity in high dimensional space and performs a smart partitioning of the whole trai

Externí odkaz: http://arxiv.org/abs/1810.09828

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