2 papers
cs.LG2025
DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries
Muhammad Sakib Khan Inan, Kewen Liao
Internet of Things (IoT) sensors are ubiquitous technologies deployed across smart cities, industrial sites, and healthcare systems. They continuously generate time series data tha…
cs.LG2024
DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data
Muhammad Sakib Khan Inan, Kewen Liao, Haifeng Shen +3
Internet of Things (IoT) sensor data or readings evince variations in timestamp range, sampling frequency, geographical location, unit of measurement, etc. Such presented sequence…