Search Results for author: Arnab Roy

Found 4 papers, 0 papers with code

Binary matrix factorization on special purpose hardware

no code implementations17 Oct 2020 Osman Asif Malik, Hayato Ushijima-Mwesigwa, Arnab Roy, Avradip Mandal, Indradeep Ghosh

In this work, we focus on the important binary matrix factorization (BMF) problem which has many applications in data mining.

Clustering Combinatorial Optimization

Ising-based Consensus Clustering on Specialized Hardware

no code implementations4 Mar 2020 Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy

The emergence of specialized optimization hardware such as CMOS annealers and adiabatic quantum computers carries the promise of solving hard combinatorial optimization problems more efficiently in hardware.

Clustering Combinatorial Optimization

New crossover operators for multiple subset selection tasks

no code implementations6 Aug 2014 Arnab Roy, J. David Schaffer, Craig B. Laramee

We have introduced two crossover operators, MMX-BLXexploit and MMX-BLXexplore, for simultaneously solving multiple feature/subset selection problems where the features may have numeric attributes and the subset sizes are not predefined.

EEG feature selection

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