Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware. - Matthias Dziubany; Rüdiger Machhamer; Hendrik Laux; Anke Schmeink; Klaus-Uwe Gollmer; Guido Burger; Guido Dartmann (EUSIPCO, 2018)

Node and Block-Based Development Tools for Distributed Systems With AI Applications. - Marcel Hauck; Rüdiger Machhamer; Levin Czenkusch; Klaus-Uwe Gollmer; Guido Dartmann (IEEE Access, 2019)

Online Offline Learning for Sound-Based Indoor Localization Using Low-Cost Hardware. - Rüdiger Machhamer; Matthias Dziubany; Levin Czenkusch; Hendrik Laux; Anke Schmeink; Klaus-Uwe Gollmer; Stefan Naumann; Guido Dartmann (IEEE Access, 2019)

Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection. - Rüdiger Machhamer; Jannik Altenhofer; Kristof Ueding; Levin Czenkusch; Florian Stolz; Maximilian Harth; Michael Mattern; Azhar Latif; Swen Haab; Jürgen Herrmann; Anke Schmeink; Klaus-Uwe Gollmer; et al. (MECO, 2020)

Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks. - Rüdiger Machhamer; Marcel Garling; Levin Czenkusch; Kristof Ueding; Achim Guldner; Jens Schneider 003; Azhar Latif; Anke Schmeink; Stefan Naumann; Klaus-Uwe Gollmer; Guido Dartmann (MECO, 2020)

An Artificial Intelligence of Things based Method for Early Detection of Bark Beetle Infested Trees. - Peter Knebel; Christian Appold; Marius Horbach; Yasmin Juncker; Rüdiger Machhamer; Simon Müller; Alfons Matheis (EnviroInfo, 2022)

A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors. - Bastian Urschel; Lejla Begic Fazlic; Marlies Morgen; Rüdiger Machhamer; Guido Dartmann; Klaus-Uwe Gollmer (SDF, 2022)

Online Offline Learning for Sound-based Indoor Localization Using Low-cost Hardware Data. - Rüdiger Machhamer (IEEE DataPort, 2022)

Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems. - Rüdiger Machhamer; Lejla Begic Fazlic; Eray Guven; David Junk; Gunes Karabulut-Kurt; Stefan Naumann; Stephan Didas; Klaus-Uwe Gollmer; Ralph Bergmann; Ingo J. Timm; Guido Dartmann (CoRR, 2023)

A framework for AI-based self-adaptive cyber-physical process systems. - Achim Guldner; Maximilian Hoffmann 001; Christian Lohr; Rüdiger Machhamer; Lukas Malburg; Marlies Morgen; Stephanie C. Rodermund; Florian Schäfer 001; Lars Schaupeter; Jens Schneider 003; Felix Theusch; Ralph Bergmann; et al. (it Inf. Technol., 2023)

Spatial impulse response analysis and ensemble learning for efficient precision level sensing. - Berkay Cetkin; Lejla Begic Fazlic; Kristof Ueding; Rüdiger Machhamer; Achim Guldner; Lars Creutz; Stefan Naumann; Guido Dartmann (Discov. Artif. Intell., 2024)