A Machine Learning Approach to Diagnosing Lung and Colon Cancer Using a Deep Learning-Based Classification Framework

Mehedi Masud, Niloy Sikder, Abdullah-Al Nahid, +2

Sensors

Artificial IntelligenceEngineeringMachine LearningMachine Learning ApproachDigital Pathology +21

KU-HAR: An open dataset for heterogeneous human activity recognition

Niloy Sikder, Abdullah-Al Nahid

Pattern Recognition Letters

Open DatasetMachine VisionMachine LearningData ScienceEngineering +6

Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images

Niloy Sikder, Mehedi Masud, Anupam Kumar Bairagi, +3

Symmetry

Artificial IntelligenceEngineeringMachine LearningFeature DetectionDiabetic Retinopathy +22

Human Activity Recognition Using Multichannel Convolutional Neural Network

Niloy Sikder, Md. Sanaullah Chowdhury, Abu Shamim Mohammad Arif, +1

EngineeringMachine LearningHuman Pose EstimationHuman MonitoringVideo Interpretation +15

A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm

Mehedi Masud, Anupam Kumar Bairagi, Abdullah-Al Nahid, +4

Journal of Healthcare Engineering

Multiple Instance LearningEngineeringMachine LearningIntelligent DiagnosticsDiagnosis +22

Fault Diagnosis of Motor Bearing Using Ensemble Learning Algorithm with FFT-based Preprocessing

Niloy Sikder, Kangkan Bhakta, Abdullah-Al Nahid, +1

2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST)

Fault DiagnosisEngineeringMachine LearningDiagnosisFault Forecasting +15

A Novel Method to Identify Pneumonia through Analyzing Chest Radiographs Employing a Multichannel Convolutional Neural Network

Abdullah-Al Nahid, Niloy Sikder, Anupam Kumar Bairagi, +4

Sensors

Unmanned Aerial Vehicle Assisted Forest Fire Detection Using Deep Convolutional Neural Network

A. K. Z Rasel Rahman, S. M. Nabil Sakif, Niloy Sikder, +3

Intelligent Automation & Soft Computing

Convolutional Neural NetworkEngineeringMachine LearningFire DetectionForest Fires +14

Fault Diagnosis of Induction Motor Bearing Using Cepstrum-based Preprocessing and Ensemble Learning Algorithm

Kangkan Bhakta, Niloy Sikder, Abdullah-Al Nahid, +1

Fault DiagnosisEngineeringMachine LearningDiagnosisLearning Algorithm +16

Human Action Recognition Based on a Sequential Deep Learning Model

Niloy Sikder, Md Atiqur Rahman Ahad, Abdullah-Al Nahid

EngineeringMachine LearningHuman Pose EstimationAction Recognition (Movement Science)Action Recognition (Computer Vision) +19