118 citations · 224 across the 17 of their papers we have counts for
5 papers · 1 filter
A Generalised Logical Layered Architecture for Blockchain Technology
Jared Newell, Quazi Mamun, Sabih ur Rehman +1
Precision, validity, reliability, timeliness, availability, and granularity are the desired characteristics for data and information systems. However due to the desired trait of da…
EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining
Paul Grant, Md Zahidul Islam
Epilepsy is one of the most common and yet diverse set of chronic neurological disorders. This excessive or synchronous neuronal activity is termed seizure. Electroencephalogram si…
Signal Classification using Smooth Coefficients of Multiple wavelets
Paul Grant, Md Zahidul Islam
Classification of time series signals has become an important construct and has many practical applications. With existing classifiers we may be able to accurately classify signals…
A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization
Md Geaur Rahman, Md Zahidul Islam
Transfer learning aims to learn classifiers for a target domain by transferring knowledge from a source domain. However, due to two main issues: feature discrepancy and distributio…
Adaptive Decision Forest: An Incremental Machine Learning Framework
Md Geaur Rahman, Md Zahidul Islam
In this study, we present an incremental machine learning framework called Adaptive Decision Forest (ADF), which produces a decision forest to classify new records. Based on our tw…