PS8-Net: A Deep Convolutional Neural Network to Predict the Eight-State Protein Secondary Structure

no code implementations • 22 Sep 2020 • Md. Aminur Rab Ratul, Maryam Tavakol Elahi, M. Hamed Mozaffari, Won-Sook Lee

In this study, we have presented a new deep convolutional neural network (DCNN), namely PS8-Net, to enhance the accuracy of eight-class PSS prediction.

Protein Secondary Structure Prediction

A Comparative Study on Crime in Denver City Based on Machine Learning and Data Mining

no code implementations • 9 Jan 2020 • Md. Aminur Rab Ratul

This study could be useful to raise the awareness of peoples regarding the occurrence locations and to assist security agencies to predict future outbreaks of violence in a specific area within a particular time.

BIG-bench Machine Learning Crime Prediction +1

Inspect Transfer Learning Architecture with Dilated Convolution

no code implementations • 20 Nov 2019 • Syeda Noor Jaha Azim, Md. Aminur Rab Ratul

There are many award-winning pre-trained Convolutional Neural Network (CNN), which have a common phenomenon of increasing depth in convolutional layers.

General Classification Image Classification +1

IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tracking in Ultrasound Video Data using Peripheral Vision

no code implementations • 10 Nov 2019 • M. Hamed Mozaffari, Md. Aminur Rab Ratul, Won-Sook Lee

The progress of deep convolutional neural networks has been successfully exploited in various real-time computer vision tasks such as image classification and segmentation.

Image Classification