Seasons in Drift: A Long Term Thermal Imaging Dataset for Studying Concept Drift.
Ivan A. NikolovMark Philip PhilipsenJinsong LiuJacob V. DueholmAnders JohansenKamal NasrollahiThomas B. MoeslundPublished in: NeurIPS Datasets and Benchmarks (2021)
Keyphrases
- concept drift
- long term
- thermal imaging
- data streams
- drift detection
- drifting concepts
- streaming data
- non stationary
- change detection
- classification algorithm
- incremental clustering
- evolving data streams
- data distribution
- data stream mining
- benchmark datasets
- data stream classification
- infrared
- neural network
- batch learning
- computer vision
- learning algorithm
- sliding window
- image processing