Frank Alexander Kraemer

According to our database, Frank Alexander Kraemer authored at least 48 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Uncertainty-aware autonomous sensing with deep reinforcement learning.

Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor

Future Gener. Comput. Syst., 2024

2023

Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications.

Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach

Future Gener. Comput. Syst., May, 2023

Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy.

Frank Alexander Kraemer, Hafiz Areeb Asad, Kerstin Bach, Bernd-Christian Renner

IEEE Access, 2023

Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices.

Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

Container-Based IoT Architectures: Use Case for Visual Person Counting.

Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach

Proceedings of the 5th Symposium of the Norwegian AI Society, 2023

2022

Learning attention models for resource-constrained, self-adaptive visual sensing applications.

Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner, Tiago Santos Veiga

Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2022

An Analysis of Design Parameters for Energy Management of Wireless Sensor Devices.

Asbjørn Engmark Espe, Sondre Ninive Andersen, Pierluigi Salvo Rossi, Frank Alexander Kraemer, Geir Mathisen

Proceedings of the IEEE International Conference on Industrial Technology, 2022

2021

Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting.

Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor

Sensors, 2021

Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model.

Anders Eivind Braten, Frank Alexander Kraemer, David Palma

IEEE Internet Things J., 2021

2020

Operationalizing Solar Energy Predictions for Sustainable, Autonomous IoT Device Management.

Frank Alexander Kraemer, David Palma, Anders Eivind Braten, Doreid Ammar

IEEE Internet Things J., 2020

Exploring the computational cost of machine learning at the edge for human-centric Internet of Things.

Oihane Gómez-Carmona, Diego Casado-Mansilla, Frank Alexander Kraemer, Diego López-de-Ipiña, Javier García-Zubía

Future Gener. Comput. Syst., 2020

Information-driven adaptive sensing based on deep reinforcement learning.

Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor

Proceedings of the IoT '20: 10th International Conference on the Internet of Things, 2020

2019

Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning.

Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor

Proceedings of the 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2019

Adaptive, Correlation-Based Training Data Selection for IoT Device Management.

Anders Eivind Braten, Frank Alexander Kraemer, David Palma

Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning.

Abdulmajid Murad, Kerstin Bach, Frank Alexander Kraemer, Gavin Taylor

Proceedings of the 9th International Conference on the Internet of Things, 2019

Energy-Accuracy Tradeoff for Efficient Noise Monitoring and Prediction in Working Environments.

Frank Alexander Kraemer, Faiga Alawad, Ida Marie Vestgøte Bosch

Proceedings of the 9th International Conference on the Internet of Things, 2019

Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes.

Victor Wattin Håkansson, Naveen K. D. Venkategowda, Frank Alexander Kraemer, Stefan Werner

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Towards Cognitive IoT: Autonomous Prediction Model Selection for Solar-Powered Nodes.

Anders Eivind Braten, Frank Alexander Kraemer

Proceedings of the 2018 IEEE International Congress on Internet of Things, 2018

Machine Learning-Based Occupancy Estimation Using Multivariate Sensor Nodes.

Adarsh Pal Singh, Vivek Jain, Sachin Chaudhari, Frank Alexander Kraemer, Stefan Werner, Vishal Garg

Proceedings of the IEEE Globecom Workshops, 2018

Analysis and Visualization of Urban Emission Measurements in Smart Cities.

Dirk Ahlers, Frank Alexander Kraemer, Anders Eivind Braten, Xiufeng Liu, Fredrik Anthonisen, Patrick Driscoll, John Krogstie

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

Machine Learning in IoT for Autonomous, Adaptive Sensing.

Frank Alexander Kraemer, Nattachart Tamkittikhun, Anders Eivind Braten

ERCIM News, 2017

Fog Computing in Healthcare-A Review and Discussion.

Frank Alexander Kraemer, Anders Eivind Braten, Nattachart Tamkittikhun, David Palma

IEEE Access, 2017

Energy Consumption Estimation for Energy-Aware, Adaptive Sensing Applications.

Nattachart Tamkittikhun, Amen Hussain, Frank Alexander Kraemer

Proceedings of the Mobile, Secure, and Programmable Networking, 2017

Solar energy prediction for constrained IoT nodes based on public weather forecasts.

Frank Alexander Kraemer, Doreid Ammar, Anders Eivind Braten, Nattachart Tamkittikhun, David Palma

Proceedings of the Seventh International Conference on the Internet of Things, 2017

Towards cognitive device management: a testbed to explore autonomy for constrained IoT devices.

Anders Eivind Braten, Nattachart Tamkittikhun, Frank Alexander Kraemer, Doreid Ammar

Proceedings of the Seventh International Conference on the Internet of Things, 2017

2016

A Measurement-Driven Approach to Understand Urban Greenhouse Gas Emissions in Nordic Cities.

Dirk Ahlers, Patrick Driscoll, Frank Alexander Kraemer, Fredrik Anthonisen, John Krogstie

Proceedings of the 29th Norsk Informatikkonferanse, 2016

2015

Creating Internet of Things Applications from Building Blocks.

Frank Alexander Kraemer, Peter Herrmann

ERCIM News, 2015

2013

Model-Driven Engineering of Reliable Fault-Tolerant Systems - A State-of-the-Art Survey.

Vidar Slåtten, Peter Herrmann, Frank Alexander Kraemer

Adv. Comput., 2013

2012

Behavioral Singletons to Consistently Handle Global States of Security Patterns.

Linda Ariani Gunawan, Frank Alexander Kraemer, Peter Herrmann

Proceedings of the Distributed Applications and Interoperable Systems, 2012

2011

Modeling a distributed intrusion detection system using collaborative building blocks.

Linda Ariani Gunawan, Michael Vogel, Frank Alexander Kraemer, Sebastian Schmerl, Vidar Slåtten, Peter Herrmann, Hartmut König

ACM SIGSOFT Softw. Eng. Notes, 2011

Unified Modeling of Service Logic with User Interfaces.

Frank Alexander Kraemer, Surya Bahadur Kathayat, Rolv Bræk

Int. J. Cooperative Inf. Syst., 2011

Engineering Android Applications Based on UML Activities.

Frank Alexander Kraemer

Proceedings of the Model Driven Engineering Languages and Systems, 2011

Towards automatic generation of formal specifications to validate and verify reliable distributed systems: a method exemplified by an industrial case study.

Vidar Slåtten, Frank Alexander Kraemer, Peter Herrmann

Proceedings of the Generative Programming And Component Engineering, 2011

A Tool-Supported Method for the Design and Implementation of Secure Distributed Applications.

Linda Ariani Gunawan, Frank Alexander Kraemer, Peter Herrmann

Proceedings of the Engineering Secure Software and Systems - Third International Symposium, 2011

2010

Towards a model-driven method for reliable applications: from ideal to realistic transmission semantics.

Vidar Slåtten, Frank Alexander Kraemer, Peter Herrmann

Proceedings of the 2nd International Workshop on Software Engineering for Resilient Systems, 2010

Reactive Semantics for Distributed UML Activities.

Frank Alexander Kraemer, Peter Herrmann

Proceedings of the Formal Techniques for Distributed Systems, 2010

2009

Tool support for the rapid composition, analysis and implementation of reactive services.

Frank Alexander Kraemer, Vidar Slåtten, Peter Herrmann

J. Syst. Softw., 2009

Model-Driven Construction of Embedded Applications Based on Reusable Building Blocks - An Example.

Frank Alexander Kraemer, Vidar Slåtten, Peter Herrmann

Proceedings of the SDL 2009: Design for Motes and Mobiles, 2009

Automatic Generation of Compatible Interfaces from Partitioned UML Activities.

Frank Alexander Kraemer

Proceedings of the SDL 2009: Design for Motes and Mobiles, 2009

Automated Encapsulation of UML Activities for Incremental Development and Verification.

Frank Alexander Kraemer, Peter Herrmann

Proceedings of the Model Driven Engineering Languages and Systems, 2009

An Automated Method for Web Service Orchestration Based on Reusable Building Blocks.

Frank Alexander Kraemer, Haldor Samset, Rolv Bræk

Proceedings of the IEEE International Conference on Web Services, 2009

Towards the Integration of Security Aspects into System Development Using Collaboration-Oriented Models.

Linda Ariani Gunawan, Peter Herrmann, Frank Alexander Kraemer

Proceedings of the Security Technology, 2009

2007

Transforming Collaborative Service Specifications into Efficiently Executable State Machines.

Frank Alexander Kraemer, Peter Herrmann

Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2007

Synthesizing Components with Sessions from Collaboration-Oriented Service Specifications.

Frank Alexander Kraemer, Rolv Bræk, Peter Herrmann

Proceedings of the SDL 2007: Design for Dependable Systems, 2007

Design of Trusted Systems with Reusable Collaboration Models.

Peter Herrmann, Frank Alexander Kraemer

Proceedings of the Trust Management, 2007

2006

Aligning UML 2.0 State Machines and Temporal Logic for the Efficient Execution of Services.

Frank Alexander Kraemer, Peter Herrmann, Rolv Bræk

Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

Service Specification by Composition of Collaborations--An Example.

Frank Alexander Kraemer, Peter Herrmann

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005

Using UML 2.0 Collaborations for Compositional Service Specification.

Richard Torbjørn Sanders, Humberto Nicolás Castejón Martínez, Frank Alexander Kraemer, Rolv Bræk

Proceedings of the Model Driven Engineering Languages and Systems, 2005