Joern Ploennigs

75 papers A* 3A 2B 7C 14Misc 1Journal 27Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Quantum and quantum-inspired computing in civil engineering. Adv. Eng. Informatics Joern Ploennigs, Kay Smarsly, Markus Berger, Kosmas Dragos, Martin Kliesch
2024	J	`jnl`	Quantum computing in civil engineering: Limitations. CoRR Joern Ploennigs, Markus Berger, Martin Mevissen, Kay Smarsly
2024	A*	`conf`	Symbol Description Reading. AAAI Karol Lynch, Bradley Eck, Joern Ploennigs
2023	A*	`conf`	AI Model Factory: Scaling AI for Industry 4.0 Applications. AAAI Dhaval Patel, Shuxin Lin, Dhruv Shah, Srideepika Jayaraman, Joern Ploennigs, Anuradha Bhamidipati, Jayant Kalagnanam
2023	J	`jnl`	ArchiGuesser - AI Art Architecture Educational Game. CoRR Joern Ploennigs, Markus Berger, Eva Carnein
2023	—	`conf`	ArchiGuesser - Teaching Architecture Styles using Generative AI. BuildSys Markus Berger, Joern Ploennigs
2023	J	`jnl`	Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems. IEEE Internet Things J. Amadou Ba, Karol Lynch, Joern Ploennigs, Ben Schaper, Christopher Lohse, Fabio Lorenzi
2023	J	`jnl`	Causal Temporal Graph Convolutional Neural Networks (CTGCN). CoRR Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs
2023	J	`jnl`	Diffusion Models for Computational Design at the Example of Floor Plans. CoRR Joern Ploennigs, Markus Berger
2023	B	`conf`	Efficient Extraction of Insights at the Edges of Distributed Systems. IEEE Big Data Amadou Ba, Fearghal O'Donncha, Joern Ploennigs, Muneeza Azmat
2023	J	`jnl`	Generative AI and the History of Architecture. CoRR Joern Ploennigs, Markus Berger
2023	J	`jnl`	What Makes a Good Dataset for Symbol Description Reading? CoRR Karol Lynch, Joern Ploennigs, Bradley Eck
2022	J	`jnl`	AI Art in Architecture. CoRR Joern Ploennigs, Markus Berger
2022	—	`conf`	Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks. EDGE Amadou Ba, Fabio Lorenzi, Joern Ploennigs
2022	Misc	`conf`	Scaling Knowledge Graphs for Automating AI of Digital Twins. ISWC Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya
2022	J	`jnl`	Scaling Knowledge Graphs for Automating AI of Digital Twins. CoRR Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya
2021	J	`jnl`	Optimal Seat Allocation Under Social Distancing Constraints. CoRR Michael Barry, Claudio Gambella, Fabio Lorenzi, John Sheehan, Joern Ploennigs
2020	J	`jnl`	TSML (Time Series Machine Learnng). CoRR Paulito Palmes, Joern Ploennigs, Niall Brady
2018	B	`conf`	Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning. SMARTCOMP Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy
2018	J	`jnl`	Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way. IEEE Internet Things J. Joern Ploennigs, Amadou Ba, Michael Barry
2018	J	`jnl`	Semantic Device and System Modeling for Automation Systems and Sensor Networks. IEEE Trans. Ind. Informatics Henrik Dibowski, Joern Ploennigs, Martin Wollschlaeger
2018	J	`jnl`	The Future of IoT. IEEE Internet Things Mag. Joern Ploennigs, John Cohn, Andy J. Stanford-Clark
2018	—	`conf`	Which tool to use? Grounded reasoning in everyday environments with assistant robots. CogRob@KR Lydia Fischer, Stephan Hasler, Joerg Deigmoeller, Thomas Schnuerer, Michael Redert, Ulrike Pluntke, Katrin Nagel, Chris Senzel, Joern Ploennigs, Andreas Richter, Julian Eggert
2017	C	`conf`	Analysis of batteries in the built environment an overview on types and applications. IECON Jan Haase, Fares Al Juheshi, Hiroaki Nishi, Joern Ploennigs, Kim Fung Tsang, Nasser A. Aljuhaishi, Mahmoud A. Alahmad
2017	J	`jnl`	Extending Brick for automated comfort diagnosis. Autom. Joern Ploennigs, Amadou Ba, Paulito Palmes
2017	A*	`conf`	From Semantic Models to Cognitive Buildings. AAAI Joern Ploennigs, Anika Schumann
2017	J	`jnl`	Guest Editorial Semantic Technologies in Automation Systems. IEEE Trans. Ind. Informatics Joern Ploennigs, Henrik Dibowski, Martin Wollschlaeger, Jose L. Martinez Lastra, Kim Fung Tsang, Carlos Eduardo Pereira
2017	J	`jnl`	Semantic Diagnosis Approach for Buildings. IEEE Trans. Ind. Informatics Joern Ploennigs, Michael Maghella, Anika Schumann, Bei Chen
2016	—	`conf`	Automating Analytics: How to Learn Metadata Such That Our Buildings Can Learn from Us. SECON Workshops Joern Ploennigs
2016	—	`conf`	Brick: Towards a Unified Metadata Schema For Buildings. BuildSys Bharathan Balaji, Arka Aloke Bhattacharya, Gabriel Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh K. Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
2016	C	`conf`	Open BMS - IoT driven architecture for the internet of buildings. IECON Alan McGibney, Susan Rea, Joern Ploennigs
2016	—	`conf`	Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. BuildSys Bharathan Balaji, Arka Aloke Bhattacharya, Gabe Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
2016	—	`conf`	Probabilistic Occupancy Level Estimation Based on Opportunistic Passive Wi-Fi Localisation. IntelliSys (1) Bastien Pietropaoli, Kieran Delaney, Dirk Pesch, Joern Ploennigs
2016	—	`conf`	Semantic models for physical processes in CPS at the example of occupant thermal comfort. ISIE Joern Ploennigs, Jana Clement, Bastian Wollschlaeger, Klaus Kabitzsch
2016	C	`conf`	The IOT mediated built environment: A brief survey. INDIN Jan Haase, Mahmoud A. Alahmad, Hiroaki Nishi, Joern Ploennigs, Kim Fung Tsang
2015	—	`conf`	A Data-driven Meta-data Inference Framework for Building Automation Systems. BuildSys Jingkun Gao, Joern Ploennigs, Mario Berges
2015	—	`conf`	Demo Abstract: The Immersive Reality of Building Data. BuildSys Joern Ploennigs, Jana Clement, Bastien Pietropaoli
2015	—	`conf`	Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly. BuildSys Arka Aloke Bhattacharya, Joern Ploennigs, David E. Culler
2015	C	`conf`	Understanding building operation from semantic context. IECON Anika Schumann, Joern Ploennigs, Bei Chen
2014	—	`conf`	Adapting Semantic Sensor Networks for Smart Building Diagnosis. ISWC (2) Joern Ploennigs, Anika Schumann, Freddy Lécué
2014	—	`conf`	BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract. BuildSys Joern Ploennigs, Bernard Gorman, Niall Brady, Anika Schumann
2014	A	`conf`	Exploiting the Semantic Web for Systems Diagnosis. ECAI Anika Schumann, Freddy Lécué, Joern Ploennigs
2014	A	`conf`	Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. ECAI Joern Ploennigs, Anika Schumann, Freddy Lécué
2014	C	`conf`	Multi-objective device selection approach for component-based automation systems. ETFA Joern Ploennigs, Matthias Lehmann, Bastian Wollschlaeger, Tuan Linh Mai, Klaus Kabitzsch
2014	B	`conf`	Statistical Anomaly Detection in Mean and Variation of Energy Consumption. ICPR Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann
2014	—	`conf`	Towards automating the deployment of energy saving approaches in buildings. BuildSys Anika Schumann, Joern Ploennigs, Bernard Gorman
2014	—	`conf`	e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage. ICDM Workshops Joern Ploennigs, Bei Chen, Paulito Palmes, Raymond Lloyd
2013	C	`conf`	A systematic engineering tool chain approach for self-organizing building automation systems. IECON Alan McGibney, Susan Rea, Matthias Lehmann, Safietou Raby Thior, Suzanne Lesecq, Martijn Hendriks, Claire Guyon-Gardeux, Tuan Linh Mai, François Pacull, Joern Ploennigs, Twan Basten, Dirk Pesch
2013	C	`conf`	Architecture for self-organizing, co-operative and robust Building Automation Systems. IECON Franck Bernier, Joern Ploennigs, Dirk Pesch, Suzanne Lesecq, Twan Basten, Menouer Boubekeur, Dee Denteneer, Fred Oltmanns, François Bonnard, Matthias Lehmann, Tuan Linh Mai, Alan McGibney, Susan Rea, François Pacull, Claire Guyon-Gardeux, Laurent-Frederic Ducreux, Safietou Raby Thior, Martijn Hendriks, Jacques Verriet, Szymon Fedor
2013	C	`conf`	Complexity reduction for automated design problems of building automation systems. IECON Tuan Linh Mai, Matthias Lehmann, Joern Ploennigs, Klaus Kabitzsch
2013	—	`conf`	Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings. BuildSys@SenSys Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady
2013	J	`jnl`	Ganzheitlicher, automatischer Entwurf drahtloser Gebäudeautomationssysteme. Autom. Joern Ploennigs, Henrik Dibowski, Uwe Ryssel, Klaus Kabitzsch
2012	—	`conf`	A simple PI controller tuning rule for sensor energy efficiency with level-crossing sampling. SSD Burkhard Hensel, Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch
2012	J	`jnl`	Automatic library migration for the generation of hardware-in-the-loop models. Sci. Comput. Program. Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
2012	C	`conf`	BASont - A modular, adaptive building automation system ontology. IECON Joern Ploennigs, Burkhard Hensel, Henrik Dibowski, Klaus Kabitzsch
2012	B	`conf`	Reasoning of feature models from derived features. GPCE Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
2012	C	`conf`	Sensors, models and platform for ambient control. IECON Denis Stein, Matthias Lehmann, Joern Ploennigs, Klaus Kabitzsch
2011	—	`conf`	Extraction of feature models from formal contexts. SPLC Workshops Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
2011	C	`conf`	Holistic design of wireless building automation systems. ETFA Joern Ploennigs, Henrik Dibowski, Uwe Ryssel, Klaus Kabitzsch
2011	J	`jnl`	Mining building performance data for energy-efficient operation. Adv. Eng. Informatics Ammar Ahmed, Nicholas E. Korres, Joern Ploennigs, Haithum Elhadi, Karsten Menzel
2011	J	`jnl`	Virtual sensors for estimation of energy consumption and thermal comfort in buildings with underfloor heating. Adv. Eng. Informatics Joern Ploennigs, Ammar Ahmed, Burkhard Hensel, Paul Stack, Karsten Menzel
2010	B	`conf`	Automatic variation-point identification in function-block-based models. GPCE Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
2010	J	`jnl`	Comparative Study of Energy-Efficient Sampling Approaches for Wireless Control Networks. IEEE Trans. Ind. Informatics Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch
2010	B	`conf`	Designing building automation systems using evolutionary algorithms with semi-directed variations. SMC A. Cemal Oezluek, Joern Ploennigs, Klaus Kabitzsch
2010	J	`jnl`	Multi-dimensional building performance data management for continuous commissioning. Adv. Eng. Informatics Ammar Ahmed, Joern Ploennigs, Karsten Menzel, Brian Cahill
2010	C	`conf`	Performance analysis of the EnOcean wireless sensor network protocol. ETFA Joern Ploennigs, Uwe Ryssel, Klaus Kabitzsch
2010	—	`conf`	Wireless, collaborative virtual sensors for thermal comfort. BuildSys@SenSys Joern Ploennigs, Burkhard Hensel, Klaus Kabitzsch
2009	C	`conf`	Comparison of Energy-efficient Sampling Methods for WSNs in Building Automation Scenarios. ETFA Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch
2008	—	`conf`	Control Network Performance Engineering. MMB Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
2008	J	`jnl`	Diagnosis and Consulting for Control Network Performance Engineering of CSMA-Based Networks. IEEE Trans. Ind. Informatics Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
2006	C	`conf`	Analysis of Duty Cycle Adaptation in Wireless Sensor Networks. ETFA Mario Neugebauer, Joern Ploennigs, Klaus Kabitzsch
2006	J	`jnl`	Automated model generation for performance engineering of building automation networks. Int. J. Softw. Tools Technol. Transf. Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
2006	J	`jnl`	Automated modeling and analysis of CSMA-type access schemes for building automation networks. IEEE Trans. Ind. Informatics Joern Ploennigs, Peter Buchholz, Mario Neugebauer, Klaus Kabitzsch
2005	B	`conf`	A new beacon order adaptation algorithm for IEEE 802.15.4 networks. EWSN Mario Neugebauer, Joern Ploennigs, Klaus Kabitzsch
2004	—	`conf`	Automated Model Generation from Design Databases at the Example of Building Automation Networks. ISoLA (Preliminary proceedings) Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch