1 citations · 1 across the 4 of their papers we have counts for
4 papers
A CDF-First Framework for Free-Form Density Estimation
Chenglong Song, Mazharul Islam, Lin Wang +2
Conditional density estimation (CDE) is a fundamental task in machine learning that aims to model the full conditional law , beyond mere poi…
A Definition and a Test for Human-Level Artificial Intelligence
Deokgun Park, Md Ashaduzzaman Rubel Mondol, Aishwarya Pothula +1
Despite recent advances of AI research in many application-specific domains, we do not know how to build a human-level artificial intelligence (HLAI). We conjecture that learning f…
Dimensionality Reduction for Sentiment Classification: Evolving for the Most Prominent and Separable Features
Aftab Anjum, Mazharul Islam, Lin Wang
In sentiment classification, the enormous amount of textual data, its immense dimensionality, and inherent noise make it extremely difficult for machine learning classifiers to ext…
Improving Neural Network Classifier using Gradient-based Floating Centroid Method
Mazharul Islam, Shuangrong Liu, Lin Wang +1
Floating centroid method (FCM) offers an efficient way to solve a fixed-centroid problem for the neural network classifiers. However, evolutionary computation as its optimization m…