Frank Alexander Kraemer

Orcid: 0000-0002-8657-5379

Affiliations:
  • Norwegian University of Science and Technology (NTNU), Department of Information Security and Communication Technology, Trondheim, Norway


According to our database1, Frank Alexander Kraemer authored at least 48 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Uncertainty-aware autonomous sensing with deep reinforcement learning.
Future Gener. Comput. Syst., 2024

2023
Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications.
Future Gener. Comput. Syst., May, 2023

Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy.
IEEE Access, 2023

Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

Container-Based IoT Architectures: Use Case for Visual Person Counting.
Proceedings of the 5th Symposium of the Norwegian AI Society, 2023

2022
Learning attention models for resource-constrained, self-adaptive visual sensing applications.
Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2022

An Analysis of Design Parameters for Energy Management of Wireless Sensor Devices.
Proceedings of the IEEE International Conference on Industrial Technology, 2022

2021
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting.
Sensors, 2021

Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model.
IEEE Internet Things J., 2021

2020
Operationalizing Solar Energy Predictions for Sustainable, Autonomous IoT Device Management.
IEEE Internet Things J., 2020

Exploring the computational cost of machine learning at the edge for human-centric Internet of Things.
Future Gener. Comput. Syst., 2020

Information-driven adaptive sensing based on deep reinforcement learning.
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.
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.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning.
Proceedings of the 9th International Conference on the Internet of Things, 2019

Energy-Accuracy Tradeoff for Efficient Noise Monitoring and Prediction in Working Environments.
Proceedings of the 9th International Conference on the Internet of Things, 2019

Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Towards Cognitive IoT: Autonomous Prediction Model Selection for Solar-Powered Nodes.
Proceedings of the 2018 IEEE International Congress on Internet of Things, 2018

Machine Learning-Based Occupancy Estimation Using Multivariate Sensor Nodes.
Proceedings of the IEEE Globecom Workshops, 2018

Analysis and Visualization of Urban Emission Measurements in Smart Cities.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017
Machine Learning in IoT for Autonomous, Adaptive Sensing.
ERCIM News, 2017

Fog Computing in Healthcare-A Review and Discussion.
IEEE Access, 2017

Energy Consumption Estimation for Energy-Aware, Adaptive Sensing Applications.
Proceedings of the Mobile, Secure, and Programmable Networking, 2017

Solar energy prediction for constrained IoT nodes based on public weather forecasts.
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.
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.
Proceedings of the 29th Norsk Informatikkonferanse, 2016

2015
Creating Internet of Things Applications from Building Blocks.
ERCIM News, 2015

2013
Model-Driven Engineering of Reliable Fault-Tolerant Systems - A State-of-the-Art Survey.
Adv. Comput., 2013

2012
Behavioral Singletons to Consistently Handle Global States of Security Patterns.
Proceedings of the Distributed Applications and Interoperable Systems, 2012

2011
Modeling a distributed intrusion detection system using collaborative building blocks.
ACM SIGSOFT Softw. Eng. Notes, 2011

Unified Modeling of Service Logic with User Interfaces.
Int. J. Cooperative Inf. Syst., 2011

Engineering Android Applications Based on UML Activities.
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.
Proceedings of the Generative Programming And Component Engineering, 2011

A Tool-Supported Method for the Design and Implementation of Secure Distributed Applications.
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.
Proceedings of the 2nd International Workshop on Software Engineering for Resilient Systems, 2010

Reactive Semantics for Distributed UML Activities.
Proceedings of the Formal Techniques for Distributed Systems, 2010

2009
Tool support for the rapid composition, analysis and implementation of reactive services.
J. Syst. Softw., 2009

Model-Driven Construction of Embedded Applications Based on Reusable Building Blocks - An Example.
Proceedings of the SDL 2009: Design for Motes and Mobiles, 2009

Automatic Generation of Compatible Interfaces from Partitioned UML Activities.
Proceedings of the SDL 2009: Design for Motes and Mobiles, 2009

Automated Encapsulation of UML Activities for Incremental Development and Verification.
Proceedings of the Model Driven Engineering Languages and Systems, 2009

An Automated Method for Web Service Orchestration Based on Reusable Building Blocks.
Proceedings of the IEEE International Conference on Web Services, 2009

Towards the Integration of Security Aspects into System Development Using Collaboration-Oriented Models.
Proceedings of the Security Technology, 2009

2007
Transforming Collaborative Service Specifications into Efficiently Executable State Machines.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2007

Synthesizing Components with Sessions from Collaboration-Oriented Service Specifications.
Proceedings of the SDL 2007: Design for Dependable Systems, 2007

Design of Trusted Systems with Reusable Collaboration Models.
Proceedings of the Trust Management, 2007

2006
Aligning UML 2.0 State Machines and Temporal Logic for the Efficient Execution of Services.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

Service Specification by Composition of Collaborations--An Example.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Using UML 2.0 Collaborations for Compositional Service Specification.
Proceedings of the Model Driven Engineering Languages and Systems, 2005


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