Joern Ploennigs

According to our database1, Joern Ploennigs authored at least 75 papers between 2004 and 2023.

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

Timeline

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Bibliography

2023
Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems.
IEEE Internet Things J., January, 2023

Generative AI and the History of Architecture.
CoRR, 2023

ArchiGuesser - AI Art Architecture Educational Game.
CoRR, 2023

Diffusion Models for Computational Design at the Example of Floor Plans.
CoRR, 2023

What Makes a Good Dataset for Symbol Description Reading?
CoRR, 2023

Causal Temporal Graph Convolutional Neural Networks (CTGCN).
CoRR, 2023

ArchiGuesser - Teaching Architecture Styles using Generative AI.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Efficient Extraction of Insights at the Edges of Distributed Systems.
Proceedings of the IEEE International Conference on Big Data, 2023

AI Model Factory: Scaling AI for Industry 4.0 Applications.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
AI Art in Architecture.
CoRR, 2022

Scaling Knowledge Graphs for Automating AI of Digital Twins.
Proceedings of the Semantic Web - ISWC 2022, 2022

Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

2021
Optimal Seat Allocation Under Social Distancing Constraints.
CoRR, 2021

2020
TSML (Time Series Machine Learnng).
CoRR, 2020

2018
Semantic Device and System Modeling for Automation Systems and Sensor Networks.
IEEE Trans. Ind. Informatics, 2018

The Future of IoT.
IEEE Internet Things Mag., 2018

Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way.
IEEE Internet Things J., 2018

Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Which tool to use? Grounded reasoning in everyday environments with assistant robots.
Proceedings of the 11th Cognitive Robotics Workshop 2018, 2018

2017
Semantic Diagnosis Approach for Buildings.
IEEE Trans. Ind. Informatics, 2017

Guest Editorial Semantic Technologies in Automation Systems.
IEEE Trans. Ind. Informatics, 2017

Extending Brick for automated comfort diagnosis.
Autom., 2017

Analysis of batteries in the built environment an overview on types and applications.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

From Semantic Models to Cognitive Buildings.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Brick: Towards a Unified Metadata Schema For Buildings.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Automating Analytics: How to Learn Metadata Such That Our Buildings Can Learn from Us.
Proceedings of the IEEE International Conference on Sensing, Communication and Networking, 2016

Semantic models for physical processes in CPS at the example of occupant thermal comfort.
Proceedings of the 25th IEEE International Symposium on Industrial Electronics, 2016

Probabilistic Occupancy Level Estimation Based on Opportunistic Passive Wi-Fi Localisation.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

The IOT mediated built environment: A brief survey.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Open BMS - IoT driven architecture for the internet of buildings.
Proceedings of the IECON 2016, 2016

2015
Demo Abstract: The Immersive Reality of Building Data.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

A Data-driven Meta-data Inference Framework for Building Automation Systems.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Understanding building operation from semantic context.
Proceedings of the IECON 2015, 2015

2014
Towards automating the deployment of energy saving approaches in buildings.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Adapting Semantic Sensor Networks for Smart Building Diagnosis.
Proceedings of the Semantic Web - ISWC 2014, 2014

Statistical Anomaly Detection in Mean and Variation of Energy Consumption.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Multi-objective device selection approach for component-based automation systems.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Exploiting the Semantic Web for Systems Diagnosis.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013
Ganzheitlicher, automatischer Entwurf drahtloser Gebäudeautomationssysteme.
Autom., 2013

Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings.
Proceedings of the BuildSys 2013, 2013

A systematic engineering tool chain approach for self-organizing building automation systems.
Proceedings of the IECON 2013, 2013

Complexity reduction for automated design problems of building automation systems.
Proceedings of the IECON 2013, 2013


2012
Automatic library migration for the generation of hardware-in-the-loop models.
Sci. Comput. Program., 2012

Sensors, models and platform for ambient control.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

BASont - A modular, adaptive building automation system ontology.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Reasoning of feature models from derived features.
Proceedings of the Generative Programming and Component Engineering, 2012

A simple PI controller tuning rule for sensor energy efficiency with level-crossing sampling.
Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2011
Virtual sensors for estimation of energy consumption and thermal comfort in buildings with underfloor heating.
Adv. Eng. Informatics, 2011

Mining building performance data for energy-efficient operation.
Adv. Eng. Informatics, 2011

Extraction of feature models from formal contexts.
Proceedings of the Software Product Lines - 15th International Conference, 2011

Holistic design of wireless building automation systems.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010
Comparative Study of Energy-Efficient Sampling Approaches for Wireless Control Networks.
IEEE Trans. Ind. Informatics, 2010

Automated Design of Building Automation Systems.
IEEE Trans. Ind. Electron., 2010

Multi-dimensional building performance data management for continuous commissioning.
Adv. Eng. Informatics, 2010

Designing building automation systems using evolutionary algorithms with semi-directed variations.
Proceedings of the IEEE International Conference on Systems, 2010

Wireless, collaborative virtual sensors for thermal comfort.
Proceedings of the BuildSys'10, 2010

Automatic variation-point identification in function-block-based models.
Proceedings of the Generative Programming And Component Engineering, 2010

Performance analysis of the EnOcean wireless sensor network protocol.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

A generic framework for synthesis and optimization of system designs in the example of building automation systems.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

2009
Comparison of Energy-efficient Sampling Methods for WSNs in Building Automation Scenarios.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008
Diagnosis and Consulting for Control Network Performance Engineering of CSMA-Based Networks.
IEEE Trans. Ind. Informatics, 2008

Control Network Performance Engineering.
Proceedings of the Proceedings 14th GI/ITG Conference on Measurement, Modelling and Evaluation of Computer and Communication Systems (MMB 2008), March 31, 2008

2007
Control Network Performance Engineering: Qualitätsorientierter Entwurf von CSMA-Netzwerken der Automation
PhD thesis, 2007

Interactively configurable framework for industrial agents.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006
Automated modeling and analysis of CSMA-type access schemes for building automation networks.
IEEE Trans. Ind. Informatics, 2006

Automated model generation for performance engineering of building automation networks.
Int. J. Softw. Tools Technol. Transf., 2006

Analysis of Duty Cycle Adaptation in Wireless Sensor Networks.
Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006

2005
A new beacon order adaptation algorithm for IEEE 802.15.4 networks.
Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005

2004
Automated Model Generation from Design Databases at the Example of Building Automation Networks.
Proceedings of the International Symposium on Leveraging Applications of Formal Methods, 2004


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