Frank Alexander Kraemer

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 29

Top Topics

Machine Learning

Energy Management

Design Parameters

Top Venues

Future Gener. Comput. Syst.

IEEE Internet Things J.

Publications

Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Uncertainty-aware autonomous sensing with deep reinforcement learning. Future Gener. Comput. Syst. 156 (2024)
Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach
Container-Based IoT Architectures: Use Case for Visual Person Counting. NAIS (2023)
Frank Alexander Kraemer, Hafiz Areeb Asad, Kerstin Bach, Bernd-Christian Renner
Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy. IEEE Access 11 (2023)
Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach
Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications. Future Gener. Comput. Syst. 142 (2023)
Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner
Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices. SenSys (2023)
Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner, Tiago Santos Veiga
Learning attention models for resource-constrained, self-adaptive visual sensing applications. RACS (2022)
Asbjørn Engmark Espe, Sondre Ninive Andersen, Pierluigi Salvo Rossi, Frank Alexander Kraemer, Geir Mathisen
An Analysis of Design Parameters for Energy Management of Wireless Sensor Devices. ICIT (2022)
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting. Sensors 21 (23) (2021)
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting. CoRR (2021)
Anders Eivind Braten, Frank Alexander Kraemer, David Palma
Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model. IEEE Internet Things J. 8 (6) (2021)
Frank Alexander Kraemer, David Palma, Anders Eivind Braten, Doreid Ammar
Operationalizing Solar Energy Predictions for Sustainable, Autonomous IoT Device Management. IEEE Internet Things J. 7 (12) (2020)
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Information-driven adaptive sensing based on deep reinforcement learning. IOT (2020)
Oihane Gómez-Carmona, Diego Casado-Mansilla, Frank Alexander Kraemer, Diego López-de-Ipiña, Javier García-Zubía
Exploring the computational cost of machine learning at the edge for human-centric Internet of Things. Future Gener. Comput. Syst. 112 (2020)
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning. CoRR (2020)
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. SASO (2019)
Anders Eivind Braten, Frank Alexander Kraemer, David Palma
Adaptive, Correlation-Based Training Data Selection for IoT Device Management. IoTSMS (2019)
Victor Wattin Håkansson, Naveen K. D. Venkategowda, Frank Alexander Kraemer, Stefan Werner
Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes. EUSIPCO (2019)
Abdulmajid Murad, Kerstin Bach, Frank Alexander Kraemer, Gavin Taylor
IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning. IOT (2019)
Frank Alexander Kraemer, Faiga Alawad, Ida Marie Vestgøte Bosch
Energy-Accuracy Tradeoff for Efficient Noise Monitoring and Prediction in Working Environments. IOT (2019)
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. CoRR (2019)
Adarsh Pal Singh, Vivek Jain, Sachin Chaudhari, Frank Alexander Kraemer, Stefan Werner, Vishal Garg
Machine Learning-Based Occupancy Estimation Using Multivariate Sensor Nodes. GLOBECOM Workshops (2018)
Dirk Ahlers, Frank Alexander Kraemer, Anders Eivind Braten, Xiufeng Liu, Fredrik Anthonisen, Patrick Driscoll, John Krogstie
Analysis and Visualization of Urban Emission Measurements in Smart Cities. EDBT (2018)
Anders Eivind Braten, Frank Alexander Kraemer
Towards Cognitive IoT: Autonomous Prediction Model Selection for Solar-Powered Nodes. ICIOT (2018)
Frank Alexander Kraemer, Nattachart Tamkittikhun, Anders Eivind Braten
Machine Learning in IoT for Autonomous, Adaptive Sensing. ERCIM News 2017 (110) (2017)
Nattachart Tamkittikhun, Amen Hussain, Frank Alexander Kraemer
Energy Consumption Estimation for Energy-Aware, Adaptive Sensing Applications. MSPN (2017)
Frank Alexander Kraemer, Anders Eivind Braten, Nattachart Tamkittikhun, David Palma
Fog Computing in Healthcare-A Review and Discussion. IEEE Access 5 (2017)
Anders Eivind Braten, Nattachart Tamkittikhun, Frank Alexander Kraemer, Doreid Ammar
Towards cognitive device management: a testbed to explore autonomy for constrained IoT devices. IOT (2017)
Frank Alexander Kraemer, Doreid Ammar, Anders Eivind Braten, Nattachart Tamkittikhun, David Palma
Solar energy prediction for constrained IoT nodes based on public weather forecasts. IOT (2017)
Dirk Ahlers, Patrick Driscoll, Frank Alexander Kraemer, Fredrik Anthonisen, John Krogstie
A Measurement-Driven Approach to Understand Urban Greenhouse Gas Emissions in Nordic Cities. NIK (2016)
Frank Alexander Kraemer, Peter Herrmann
Creating Internet of Things Applications from Building Blocks. ERCIM News 2015 (101) (2015)
Vidar Slåtten, Peter Herrmann, Frank Alexander Kraemer
Model-Driven Engineering of Reliable Fault-Tolerant Systems - A State-of-the-Art Survey. Adv. Comput. 91 (2013)
Linda Ariani Gunawan, Frank Alexander Kraemer, Peter Herrmann
Behavioral Singletons to Consistently Handle Global States of Security Patterns. DAIS (2012)
Frank Alexander Kraemer, Surya Bahadur Kathayat, Rolv Bræk
Unified Modeling of Service Logic with User Interfaces. Int. J. Cooperative Inf. Syst. 20 (2) (2011)
Linda Ariani Gunawan, Frank Alexander Kraemer, Peter Herrmann
A Tool-Supported Method for the Design and Implementation of Secure Distributed Applications. ESSoS (2011)
Linda Ariani Gunawan, Michael Vogel, Frank Alexander Kraemer, Sebastian Schmerl, Vidar Slåtten, Peter Herrmann, Hartmut König
Modeling a distributed intrusion detection system using collaborative building blocks. ACM SIGSOFT Softw. Eng. Notes 36 (1) (2011)
Vidar Slåtten, Frank Alexander Kraemer, Peter Herrmann
Towards automatic generation of formal specifications to validate and verify reliable distributed systems: a method exemplified by an industrial case study. GPCE (2011)
Frank Alexander Kraemer
Engineering Android Applications Based on UML Activities. MoDELS (2011)
Frank Alexander Kraemer, Peter Herrmann
Reactive Semantics for Distributed UML Activities. FMOODS/FORTE (2010)
Vidar Slåtten, Frank Alexander Kraemer, Peter Herrmann
Towards a model-driven method for reliable applications: from ideal to realistic transmission semantics. SERENE (2010)
Frank Alexander Kraemer, Peter Herrmann
Automated Encapsulation of UML Activities for Incremental Development and Verification. MoDELS (2009)
Frank Alexander Kraemer, Haldor Samset, Rolv Bræk
An Automated Method for Web Service Orchestration Based on Reusable Building Blocks. ICWS (2009)
Frank Alexander Kraemer
Automatic Generation of Compatible Interfaces from Partitioned UML Activities. SDL Forum (2009)
Frank Alexander Kraemer, Vidar Slåtten, Peter Herrmann
Model-Driven Construction of Embedded Applications Based on Reusable Building Blocks - An Example. SDL Forum (2009)
Linda Ariani Gunawan, Peter Herrmann, Frank Alexander Kraemer
Towards the Integration of Security Aspects into System Development Using Collaboration-Oriented Models. FGIT-SecTech (2009)
Frank Alexander Kraemer, Vidar Slåtten, Peter Herrmann
Tool support for the rapid composition, analysis and implementation of reactive services. J. Syst. Softw. 82 (12) (2009)
Frank Alexander Kraemer, Rolv Bræk, Peter Herrmann
Synthesizing Components with Sessions from Collaboration-Oriented Service Specifications. SDL Forum (2007)
Peter Herrmann, Frank Alexander Kraemer
Design of Trusted Systems with Reusable Collaboration Models. IFIPTM (2007)
Frank Alexander Kraemer, Peter Herrmann
Transforming Collaborative Service Specifications into Efficiently Executable State Machines. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 6 (2007)
Peter Herrmann, Frank Alexander Kraemer
Design of Trusted Systems with Reusable Collaboration Models. IFIPTM (2007)
Frank Alexander Kraemer, Peter Herrmann, Rolv Bræk
Aligning UML 2.0 State Machines and Temporal Logic for the Efficient Execution of Services. OTM Conferences (2) (2006)
Frank Alexander Kraemer, Peter Herrmann
Service Specification by Composition of Collaborations--An Example. IAT Workshops (2006)
Richard Torbjørn Sanders, Humberto Nicolás Castejón Martínez, Frank Alexander Kraemer, Rolv Bræk
Using UML 2.0 Collaborations for Compositional Service Specification. MoDELS (2005)