Karl B. Dyer

COMPOSE: A Semisupervised Learning Framework for Initially Labeled Nonstationary Streaming Data

Karl B. Dyer, Robert Capo, Robi Polikar · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 160 citations

Engineering, Machine Learning, Streaming Algorithm +23

Using embedded alginate microparticles to tune the properties of in situ forming poly( <i>N</i> ‐isopropylacrylamide)‐graft‐chondroitin sulfate bioadhesive hydrogels for replacement and repair of the nucleus pulposus of the intervertebral disc

Thomas Christiani, Karen Mys, Karl B. Dyer et al. · JOR Spine · 2021 · 33 citations · Full text

Semi-supervised learning in initially labeled non-stationary environments with gradual drift

Karl B. Dyer, Robi Polikar · 2012 · 20 citations

Artificial Intelligence, Engineering, Machine Learning +11

Active learning in nonstationary environments

Robert Capo, Karl B. Dyer, Robi Polikar · 2013 · 12 citations

Original Compose, Incremental Learning, Engineering +20