FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification

no code implementations • 26 Sep 2017 • Kamran Kowsari, Nima Bari, Roman Vichr, Farhad A. Goodarzi

This paper introduces a novel real-time Fuzzy Supervised Learning with Binary Meta-Feature (FSL-BM) for big data classification task.

Binary Classification General Classification

Construction of FuzzyFind Dictionary using Golay Coding Transformation for Searching Applications

no code implementations • 22 Mar 2015 • Kamran Kowsari, Maryam Yammahi, Nima Bari, Roman Vichr, Faisal Alsaby, Simon Y. Berkovich

In this paper, a new technique of generating FuzzyFind Dictionary for text mining was introduced.

23-bit Metaknowledge Template Towards Big Data Knowledge Discovery and Management

no code implementations • 1 Mar 2015 • Nima Bari, Roman Vichr, Kamran Kowsari, Simon Y. Berkovich

The global influence of Big Data is not only growing but seemingly endless.

Clustering Management

Novel Metaknowledge-based Processing Technique for Multimedia Big Data clustering challenges

no code implementations • 1 Mar 2015 • Nima Bari, Roman Vichr, Kamran Kowsari, Simon Y. Berkovich

Past research has challenged us with the task of showing relational patterns between text-based data and then clustering for predictive analysis using Golay Code technique.

Clustering