24 citations · 142 across the 25 of their papers we have counts for
26 papers
Molecular Design Based on Integer Programming and Splitting Data Sets by Hyperplanes
Jianshen Zhu, Naveed Ahmed Azam, Kazuya Haraguchi +3
A novel framework for designing the molecular structure of chemical compounds with a desired chemical property has recently been proposed. The framework infers a desired chemical g…
Molecular Design Based on Integer Programming and Quadratic Descriptors in a Two-layered Model
Jianshen Zhu, Naveed Ahmed Azam, Shengjuan Cao +5
A novel framework has recently been proposed for designing the molecular structure of chemical compounds with a desired chemical property, where design of novel drugs is an importa…
On the Size and Width of the Decoder of a Boolean Threshold Autoencoder
Tatsuya Akutsu, Avraham A. Melkman
In this paper, we study the size and width of autoencoders consisting of Boolean threshold functions, where an autoencoder is a layered neural network whose structure can be viewed…
A Method for Inferring Polymers Based on Linear Regression and Integer Programming
Ryota Ido, Shengjuan Cao, Jianshen Zhu +5
A novel framework has recently been proposed for designing the molecular structure of chemical compounds with a desired chemical property using both artificial neural networks and…
Molecular Design Based on Artificial Neural Networks, Integer Programming and Grid Neighbor Search
Naveed Ahmed Azam, Jianshen Zhu, Kazuya Haraguchi +3
A novel framework has recently been proposed for designing the molecular structure of chemical compounds with a desired chemical property using both artificial neural networks and…
An Inverse QSAR Method Based on Linear Regression and Integer Programming
Jianshen Zhu, Naveed Ahmed Azam, Kazuya Haraguchi +3
Recently a novel framework has been proposed for designing the molecular structure of chemical compounds using both artificial neural networks (ANNs) and mixed integer linear progr…