24 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Generating Accurate Virtual Examples For Lifelong Machine Learning
Sazia Mahfuz
Lifelong machine learning (LML) is an area of machine learning research concerned with human-like persistent and cumulative nature of learning. LML system's objective is consolidat…
cs.LG2023★ 1 cited
A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data
Sazia Mahfuz, Farhana Zulkernine
Efficient querying and retrieval of healthcare data is posing a critical challenge today with numerous connected devices continuously generating petabytes of images, text, and inte…
cs.LG2018★ 24 cited
Detecting Irregular Patterns in IoT Streaming Data for Fall Detection
Sazia Mahfuz, Haruna Isah, Farhana Zulkernine +1
Detecting patterns in real time streaming data has been an interesting and challenging data analytics problem. With the proliferation of a variety of sensor devices, real-time anal…