Frank Alexander Kraemer

57 papers A 4B 2C 1Misc 1Journal 20Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EStacker: Explaining Battery-Less IoT System Performance with Energy Stacks. ACM Trans. Embed. Comput. Syst. Lukas Liedtke, Per Gunnar Kjeldsberg, Frank Alexander Kraemer, Magnus Jahre
2025	J	`jnl`	EStacker: Explaining Battery-Less IoT System Performance with Energy Stacks. CoRR Lukas Liedtke, Per Gunnar Kjeldsberg, Frank Alexander Kraemer, Magnus Jahre
2024	J	`jnl`	Uncertainty-aware autonomous sensing with deep reinforcement learning. Future Gener. Comput. Syst. Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2024	—	`conf`	UtiliGEM: Energy Management Guided by Learned Application Utility. IoT Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Bernd-Christian Renner
2023	—	`conf`	Container-Based IoT Architectures: Use Case for Visual Person Counting. NAIS Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach
2023	J	`jnl`	Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy. IEEE Access Frank Alexander Kraemer, Hafiz Areeb Asad, Kerstin Bach, Bernd-Christian Renner
2023	Misc	`conf`	Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices. SenSys Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner
2023	J	`jnl`	Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications. Future Gener. Comput. Syst. Tiago Veiga, Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach
2022	—	`conf`	An Analysis of Design Parameters for Energy Management of Wireless Sensor Devices. ICIT Asbjørn Engmark Espe, Sondre Ninive Andersen, Pierluigi Salvo Rossi, Frank Alexander Kraemer, Geir Mathisen
2022	—	`conf`	Learning attention models for resource-constrained, self-adaptive visual sensing applications. RACS Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner, Tiago Santos Veiga
2021	J	`jnl`	Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model. IEEE Internet Things J. Anders Eivind Braten, Frank Alexander Kraemer, David Palma
2021	J	`jnl`	Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting. CoRR Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2021	J	`jnl`	Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting. Sensors Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2020	J	`jnl`	Exploring the computational cost of machine learning at the edge for human-centric Internet of Things. Future Gener. Comput. Syst. Oihane Gómez-Carmona, Diego Casado-Mansilla, Frank Alexander Kraemer, Diego López-de-Ipiña, Javier García-Zubía
2020	J	`jnl`	Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning. CoRR Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2020	—	`conf`	Information-driven adaptive sensing based on deep reinforcement learning. IOT Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2020	—	`ed.`	IoT '20 Companion: 10th International Conference on the Internet of Things Companion, Malmö Sweden, October 6-9, 2020 IOT Companion Paul Davidsson, Marc Langheinrich, Per Linde, Simon Mayer, Diego Casado-Mansilla, Daniel Spikol, Frank Alexander Kraemer, Nancy L. Russo
2020	J	`jnl`	Operationalizing Solar Energy Predictions for Sustainable, Autonomous IoT Device Management. IEEE Internet Things J. Frank Alexander Kraemer, David Palma, Anders Eivind Braten, Doreid Ammar
2019	—	`conf`	Adaptive, Correlation-Based Training Data Selection for IoT Device Management. IoTSMS Anders Eivind Braten, Frank Alexander Kraemer, David Palma
2019	—	`conf`	Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. SASO Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2019	J	`jnl`	Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. CoRR Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor
2019	—	`conf`	Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor Nodes. EUSIPCO Victor Wattin Håkansson, Naveen K. D. Venkategowda, Frank Alexander Kraemer, Stefan Werner
2019	—	`conf`	Energy-Accuracy Tradeoff for Efficient Noise Monitoring and Prediction in Working Environments. IOT Frank Alexander Kraemer, Faiga Alawad, Ida Marie Vestgøte Bosch
2019	—	`conf`	IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning. IOT Abdulmajid Murad, Kerstin Bach, Frank Alexander Kraemer, Gavin Taylor
2018	B	`conf`	Analysis and Visualization of Urban Emission Measurements in Smart Cities. EDBT Dirk Ahlers, Frank Alexander Kraemer, Anders Eivind Braten, Xiufeng Liu, Fredrik Anthonisen, Patrick Driscoll, John Krogstie
2018	—	`conf`	Machine Learning-Based Occupancy Estimation Using Multivariate Sensor Nodes. GLOBECOM Workshops Adarsh Pal Singh, Vivek Jain, Sachin Chaudhari, Frank Alexander Kraemer, Stefan Werner, Vishal Garg
2018	—	`conf`	Towards Cognitive IoT: Autonomous Prediction Model Selection for Solar-Powered Nodes. ICIOT Anders Eivind Braten, Frank Alexander Kraemer
2017	—	`conf`	Energy Consumption Estimation for Energy-Aware, Adaptive Sensing Applications. MSPN Nattachart Tamkittikhun, Amen Hussain, Frank Alexander Kraemer
2017	J	`jnl`	Fog Computing in Healthcare-A Review and Discussion. IEEE Access Frank Alexander Kraemer, Anders Eivind Braten, Nattachart Tamkittikhun, David Palma
2017	J	`jnl`	Machine Learning in IoT for Autonomous, Adaptive Sensing. ERCIM News Frank Alexander Kraemer, Nattachart Tamkittikhun, Anders Eivind Braten
2017	—	`conf`	Solar energy prediction for constrained IoT nodes based on public weather forecasts. IOT Frank Alexander Kraemer, Doreid Ammar, Anders Eivind Braten, Nattachart Tamkittikhun, David Palma
2017	—	`conf`	Towards cognitive device management: a testbed to explore autonomy for constrained IoT devices. IOT Anders Eivind Braten, Nattachart Tamkittikhun, Frank Alexander Kraemer, Doreid Ammar
2016	—	`conf`	A Measurement-Driven Approach to Understand Urban Greenhouse Gas Emissions in Nordic Cities. NIK Dirk Ahlers, Patrick Driscoll, Frank Alexander Kraemer, Fredrik Anthonisen, John Krogstie
2015	J	`jnl`	Creating Internet of Things Applications from Building Blocks. ERCIM News Frank Alexander Kraemer, Peter Herrmann
2013	J	`jnl`	Model-Driven Engineering of Reliable Fault-Tolerant Systems - A State-of-the-Art Survey. Adv. Comput. Vidar Slåtten, Peter Herrmann, Frank Alexander Kraemer
2012	C	`conf`	Behavioral Singletons to Consistently Handle Global States of Security Patterns. DAIS Linda Ariani Gunawan, Frank Alexander Kraemer, Peter Herrmann
2011	—	`conf`	A Tool-Supported Method for the Design and Implementation of Secure Distributed Applications. ESSoS Linda Ariani Gunawan, Frank Alexander Kraemer, Peter Herrmann
2011	A	`conf`	Engineering Android Applications Based on UML Activities. MoDELS Frank Alexander Kraemer
2011	J	`jnl`	Modeling a distributed intrusion detection system using collaborative building blocks. ACM SIGSOFT Softw. Eng. Notes Linda Ariani Gunawan, Michael Vogel, Frank Alexander Kraemer, Sebastian Schmerl, Vidar Slåtten, Peter Herrmann, Hartmut König
2011	—	`ed.`	System Analysis and Modeling: About Models - 6th International Workshop, SAM 2010, Oslo, Norway, October 4-5, 2010, Revised Selected Papers SAM Frank Alexander Kraemer, Peter Herrmann
2011	B	`conf`	Towards automatic generation of formal specifications to validate and verify reliable distributed systems: a method exemplified by an industrial case study. GPCE Vidar Slåtten, Frank Alexander Kraemer, Peter Herrmann
2011	J	`jnl`	Unified Modeling of Service Logic with User Interfaces. Int. J. Cooperative Inf. Syst. Frank Alexander Kraemer, Surya Bahadur Kathayat, Rolv Bræk
2010	—	`conf`	Reactive Semantics for Distributed UML Activities. FMOODS/FORTE Frank Alexander Kraemer, Peter Herrmann
2010	—	`conf`	Towards a model-driven method for reliable applications: from ideal to realistic transmission semantics. SERENE Vidar Slåtten, Frank Alexander Kraemer, Peter Herrmann
2009	A	`conf`	An Automated Method for Web Service Orchestration Based on Reusable Building Blocks. ICWS Frank Alexander Kraemer, Haldor Samset, Rolv Bræk
2009	A	`conf`	Automated Encapsulation of UML Activities for Incremental Development and Verification. MoDELS Frank Alexander Kraemer, Peter Herrmann
2009	—	`conf`	Automatic Generation of Compatible Interfaces from Partitioned UML Activities. SDL Forum Frank Alexander Kraemer
2009	—	`conf`	Model-Driven Construction of Embedded Applications Based on Reusable Building Blocks - An Example. SDL Forum Frank Alexander Kraemer, Vidar Slåtten, Peter Herrmann
2009	J	`jnl`	Tool support for the rapid composition, analysis and implementation of reactive services. J. Syst. Softw. Frank Alexander Kraemer, Vidar Slåtten, Peter Herrmann
2009	—	`conf`	Towards the Integration of Security Aspects into System Development Using Collaboration-Oriented Models. FGIT-SecTech Linda Ariani Gunawan, Peter Herrmann, Frank Alexander Kraemer
2007	—	`conf`	Design of Trusted Systems with Reusable Collaboration Models. IFIPTM Peter Herrmann, Frank Alexander Kraemer
2007	—	`conf`	Design of Trusted Systems with Reusable Collaboration Models. IFIPTM Peter Herrmann, Frank Alexander Kraemer
2007	—	`conf`	Synthesizing Components with Sessions from Collaboration-Oriented Service Specifications. SDL Forum Frank Alexander Kraemer, Rolv Bræk, Peter Herrmann
2007	J	`jnl`	Transforming Collaborative Service Specifications into Efficiently Executable State Machines. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. Frank Alexander Kraemer, Peter Herrmann
2006	—	`conf`	Aligning UML 2.0 State Machines and Temporal Logic for the Efficient Execution of Services. OTM Conferences (2) Frank Alexander Kraemer, Peter Herrmann, Rolv Bræk
2006	—	`conf`	Service Specification by Composition of Collaborations--An Example. IAT Workshops Frank Alexander Kraemer, Peter Herrmann
2005	A	`conf`	Using UML 2.0 Collaborations for Compositional Service Specification. MoDELS Richard Torbjørn Sanders, Humberto Nicolás Castejón Martínez, Frank Alexander Kraemer, Rolv Bræk