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08/06/2021
SMOTified-GAN for class imbalanced pattern classification problems
Class imbalance in a dataset is a major problem for classifiers that res...
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01/17/2021
Guided parallelized stochastic gradient descent for delay compensation
Stochastic gradient descent (SGD) algorithm and its variations have been...
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08/22/2020
Optimistic variants of single-objective bilevel optimization for evolutionary algorithms
Single-objective bilevel optimization is a specialized form of constrain...
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07/07/2020
Non-image Data Classification with Convolutional Neural Networks
Convolutional Neural Networks (CNNs) is one of the most popular algorith...
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02/08/2020
A Constraint Driven Solution Model for Discrete Domains with a Case Study of Exam Timetabling Problems
Many science and engineering applications require finding solutions to p...
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08/22/2017