7 citations · 13 across the 8 of their papers we have counts for
5 papers · 1 filter
ML Algorithm Synthesizing Domain Knowledge for Fungal Spores Concentration Prediction
Md Asif Bin Syed, Azmine Toushik Wasi, Imtiaz Ahmed
The pulp and paper manufacturing industry requires precise quality control to ensure pure, contaminant-free end products suitable for various applications. Fungal spore concentrati…
Multi model LSTM architecture for Track Association based on Automatic Identification System Data
Md Asif Bin Syed, Imtiaz Ahmed
For decades, track association has been a challenging problem in marine surveillance, which involves the identification and association of vessel observations over time. However, t…
A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset
Ahmed Shoyeb Raihan, Imtiaz Ahmed
Anomalies refer to data points or events that deviate from normal and homogeneous events, which can include fraudulent activities, network infiltrations, equipment malfunctions, pr…
Wireless Sensor Networks anomaly detection using Machine Learning: A Survey
Ahsnaul Haque, Md Naseef-Ur-Rahman Chowdhury, Hamdy Soliman +3
Wireless Sensor Networks (WSNs) have become increasingly valuable in various civil/military applications like industrial process control, civil engineering applications such as bui…
A CNN-LSTM Architecture for Marine Vessel Track Association Using Automatic Identification System (AIS) Data
Md Asif Bin Syed, Imtiaz Ahmed
In marine surveillance, distinguishing between normal and anomalous vessel movement patterns is critical for identifying potential threats in a timely manner. Once detected, it is…