Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units (2018) Zrenner M, Gradl S, Jensen U, Ullrich M, Eskofier B Journal article, Original article Supervised Learning for Yaw Orientation Estimation (2018) Feigl T, Mutschler C, Philippsen M Conference contribution, Conference Contribution Recurrent Neural Networks on Drifting Time-of-Flight Measurements (2018) Feigl T, Nowak T, Philippsen M, Edelhäußer T, Mutschler C Conference contribution, Conference Contribution Exploring the Feasibility of EMG Based Interaction for Assessing Cognitive Capacity in Virtual Reality (2018) Wirth M, Gradl S, Poimann D, Richer R, Ottmann J, Eskofier B Conference contribution ECG derived feature combination versus single feature in predicting defibrillation success in out-of-hospital cardiac arrested patients (2018) Ivanovic M, Ring M, Baronio F, Calza S, Vukcevic V, Hadzievski L, Maluckov A, Eskofier B Journal article, Original article Human Activity Recognition Using Binary Sensors, BLE Beacons, an Intelligent Floor and Acceleration Data: A Machine Learning Approach (2018) Ceron JD, López DM, Eskofier B Journal article Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks (2018) Schellenberger S, Shi K, Mai M, Wiedemann JPW, Steigleder T, Eskofier B, Weigel R, Kölpin A Conference contribution, Conference Contribution Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis (2018) Nitschke M, Dorschky E, Seifer AK, Schlarb H, van den Bogert AJ, Eskofier B Conference contribution, Abstract of a poster Super-Resolution in RSS-based Direction-of-Arrival Estimation (2018) Nowak T, Hartmann M, Thielecke J, Hadachik N, Mutschler C Conference contribution, Conference Contribution Classification of Match Phases in Handball (2018) Maurer M, Kautz T, Schlenzig A, Hiemann A, Zrenner M, Eskofier B Conference contribution, Abstract of a poster