Machine Learning and Data Analytics Lab

Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network (2021) Zhao N, Seitinger S, Richer R, Paradiso JA Journal article DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration (2021) da Silva DB, Schmidt D, da Costa CA, da Rosa Righi R, Eskofier B Journal article Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems (2021) Abdullahi Yari I, Dehling T, Kluge F, Eskofier B, Sunyaev A Conference contribution, Original article Machine Learning from Biomechanical SimulaIons for an "in the Wild" Movement Analysis (2021) Dorschky E, Nitschke M, van den Bogert AJ, Koelewijn A, Eskofier B Conference contribution, Abstract of lecture Identification of individuals through a new Gait Recognition Method (2021) Dib W, Ghanem K, Nedil M, Ababou A, Eskofier B Conference contribution HeMoG: A White-Box Model to Unveil the Connection Between Saliency Information and Human Head Motion in Virtual Reality (2021) Rondon MFR, Zanca D, Melacci S, Gori M, Sassatelli L Conference contribution Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment (2021) Mehringer W, Wirth M, Risch F, Roth D, Michelson G, Michelson G, Eskofier B Conference contribution, Conference Contribution ICDAR 2021 Competition on On-Line Signature Verification (2021) Tolosana R, Vera-Rodriguez R, Gonzalez-Garcia C, Fierrez J, Rengifo S, Morales A, Ortega-Garcia J, et al. Conference contribution System Design for a Data-Driven and Explainable Customer Sentiment Monitor Using IoT and Enterprise Data (2021) Nguyen A, Foerstel S, Kittler T, Kurzyukov A, Schwinn L, Zanca D, Hipp T, et al. Journal article, Original article Consensus based framework for digital mobility monitoring (2021) Kluge F, Del Din S, Cereatti A, Gaßner H, Hansen C, Helbostad JL, Klucken J, et al. Journal article