Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Treadmill exercise intervention improves gait and postural control in alpha-synuclein mouse models without inducing cerebral autophagy (2019) Minakaki G, Canneva F, Chevessier F, Bode F, Menges S, Timotius I, Kalinichenko L, et al. Journal article, Original article Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables (2019) Martindale C, Sprager S, Eskofier B Journal article, Original article Optimal control simulation predicts effects of midsole materials on energy cost of running (2019) Dorschky E, Krüger D, Kurfess N, Schlarb H, Wartzack S, Eskofier B, van den Bogert AJ Journal article Pipel: Exploiting Resource Reorganization to Optimize Performance of Pipeline-Structured Applications in the Cloud (2019) Meyer V, Facco Rodrigues V, da Rosa Righi R, Andre da Costa C, Galante G, Bonato Both C Journal article A Deep Learning Approach to Position Estimation from Channel Impulse Responses (2019) Niitsoo A, Edelhäußer T, Hadaschik N, Eberlein E, Mutschler C Journal article, Original article Impact of Pathologies on Automatic Age Estimation (2019) Schwinn L, Haderlein T, Nöth E, Maier A Conference contribution, Conference Contribution Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images. (2019) Aubreville M, Stöve M, Oetter N, Goncalves M, Knipfer C, Neumann H, Bohr C, et al. Journal article, Original article Learning Activation Functions by Means of Kernel Based Neural Networks (2019) Marra G, Zanca D, Betti A, Gori M Authored book, Volume of book series A unified computational framework for visual attention dynamics (2019) Zanca D, Gori M, Rufa A Authored book, Volume of book series Sensor-based gait analysis distinguishes fallers from non-fallers in Parkinson's disease under clinical and real-life conditions (2019) Gladow T, Gaßner H, Ullrich M, Hannink J, Roth N, Marxreiter F, Küderle A, et al. Conference contribution