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List of works by Ferdous Sohel

3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey

scientific article published on 01 November 2014

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. ⬇️

scientific article

A Multi-modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling.

scientific article published on 30 August 2017

Automatic Hierarchical Classification of Kelps Using Deep Residual Features

scientific article published on 13 January 2020

Automatic Shadow Detection and Removal from a Single Image

scientific article published on 01 March 2016

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data.

scientific article

Exploiting layerwise convexity of rectifier networks with sign constrained weights

scientific article published on 13 June 2018

Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death

scientific article published on 26 June 2019

Learning Clip Representations for Skeleton-Based 3D Action Recognition.

scientific article published in June 2018

Learning Latent Global Network for Skeleton-based Action Prediction

scientific article published on 02 September 2019

Machine learning in heart failure: ready for prime time.

scientific article published on 30 November 2017

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data

scientific article published on 15 September 2021

Machine learning-based prediction of heart failure readmission or death: implications of choosing the right model and the right metrics

scientific article published on 27 February 2019

Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification

Weed recognition using deep learning techniques on class-imbalanced imagery

scientific article published in 2022

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