Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders (2020) Rico-Olarte C, López DM, Becker L, Eskofier B Journal article, Original article Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design (2020) Ivanović MD, Hannink J, Ring M, Baronio F, Vukčević V, Hadžievski L, Eskofier B Journal article Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review (2020) Kaieski N, da Costa CA, da Rosa Righi R, Lora PS, Eskofier B Journal article, Review article Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics (2020) Nitschke M, Dorschky E, Heinrich D, Schlarb H, Eskofier B, Koelewijn A, van den Bogert AJ Journal article, Original article Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? (2020) Zrenner M, Küderle A, Roth N, Jensen U, Dümler B, Eskofier B Journal article, Original article Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee (2020) Maier J, Nitschke M, Choi JH, Gold G, Fahrig R, Eskofier B, Maier A Book chapter / Article in edited volumes Time matters: Time-aware LSTMs for predictive business process monitoring (2020) Nguyen A, Chatterjee S, Weinzierl S, Schwinn L, Matzner M, Eskofier B Conference contribution, Conference Contribution The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning (2020) Ott F, Wehbi M, Hamann T, Barth J, Eskofier B, Mutschler C Journal article Evaluation of HRV estimation algorithms from PPG data using neural networks (2020) Koch R, Pfeiffer N, Lang N, Struck M, Amft O, Eskofier B, Wittenberg T Journal article, Original article Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data (2020) Ceron JD, Kluge F, Küderle A, Eskofier B, López DM Journal article