Guido Dartmann

94 papers B 8C 2Misc 3Journal 28Unranked 53

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing. Künstliche Intell. Alexander Schultheis, Benjamin Alt, Sebastian Bast, Achim Guldner, David Jilg, Darko Katic, Johannes Mundorf, Tobias Schlagenhauf, Sebastian Weber, Ralph Bergmann, Simon Bergweiler, Lars Creutz, Guido Dartmann, Lukas Malburg, Stefan Naumann, Mahdi Rezapour, Martin Ruskowski
2025	—	`conf`	Sustainable Software in Practice: A Use-Case-Oriented Tool for Exploring Sustainability Criteria. EnviroInfo Anas Abukhadijah, Lejla Begic Fazlic, Achim Guldner, Sebastian Weber, Sebastian Bast, Guido Dartmann, Stefan Naumann
2024	—	`conf`	An e-marketplace system for efficient, sustainable rural logistics and mobility, based on cyber-physical contracts: Enhancing rural infrastructure by connecting stakeholders on a privacy-focused web platform. INFORMATIK Sam Kopp, Jens Schneider, Guido Dartmann, Lars Creutz
2024	—	`conf`	Connect, Understand and Learn: Dynamic Knowledge Graph Transforms Learning. MIPRO Marlies Morgen, Lejla Begic Fazlic, Guido Dartmann
2024	—	`conf`	LLMs on the Edge: Quality, Latency, and Energy Efficiency. INFORMATIK Sebastian Bast, Lejla Begic Fazlic, Stefan Naumann, Guido Dartmann
2024	J	`jnl`	Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks. IEEE Access Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink
2024	J	`jnl`	Spatial impulse response analysis and ensemble learning for efficient precision level sensing. Discov. Artif. Intell. Berkay Cetkin, Lejla Begic Fazlic, Kristof Ueding, Rüdiger Machhamer, Achim Guldner, Lars Creutz, Stefan Naumann, Guido Dartmann
2024	—	`conf`	Towards Sustainable Machine Learning: Analyzing Energy-Efficient Algorithmic Strategies for Environmental Sensor Data. INFORMATIK Berkay Cetkin, Lejla Begic Fazlic, Achim Guldner, Stefan Naumann, Guido Dartmann
2023	J	`jnl`	A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers
2023	—	`conf`	Energy-efficient Cyber Physical Social System for Transportation with Appointments. MECO Matthias Dziubany, Anke Schmeink, Guido Dartmann
2023	J	`jnl`	Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. CoRR Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song
2023	J	`jnl`	Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems. CoRR Rüdiger Machhamer, Lejla Begic Fazlic, Eray Guven, David Junk, Gunes Karabulut-Kurt, Stefan Naumann, Stephan Didas, Klaus-Uwe Gollmer, Ralph Bergmann, Ingo J. Timm, Guido Dartmann
2023	—	`conf`	Sustainability in Artificial Intelligence - Towards a Green AI Reference Model. GI-Jahrestagung Sebastian Weber, Achim Guldner, Lejla Begic Fazlic, Guido Dartmann, Stefan Naumann
2022	—	`conf`	A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors. SDF Bastian Urschel, Lejla Begic Fazlic, Marlies Morgen, Rüdiger Machhamer, Guido Dartmann, Klaus-Uwe Gollmer
2022	J	`jnl`	A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int. J. Comput. Intell. Syst. Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Robert Lipp, Lukas Martin, Arne Peine, Marlies Morgen, Thomas Vollmer, Stefan Winter, Guido Dartmann
2022	—	`conf`	A Visualization and Benchmarking Simulator for Clinical Data. pHealth Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann
2022	—	`conf`	Cyber-Physical Contracts in Offline Regions. iThings/GreenCom/CPSCom/SmartData/Cybermatics Lars Creutz, Kevin Wagner, Guido Dartmann
2022	—	`conf`	Development and Implementation of the Data Science Learning Platform for Research Physician. pHealth Lejla Begic Fazlic, Marvin Schacht, Marlies Morgen, Anke Schmeink, Robert Lipp, Lukas Martin, Thomas Vollmer, Stefan Winter, Guido Dartmann
2022	C	`conf`	Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. IPCCC Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song
2021	J	`jnl`	An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems. CoRR Mehmet Özgün Demir, Ozan Alp Topal, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt
2021	J	`jnl`	Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels. IEEE Wirel. Commun. Lett. Ezgi Oral, Anke Schmeink, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane, Gunes Karabulut-Kurt
2021	J	`jnl`	Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin
2021	Misc	`conf`	Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory. SISY Lukas David Schuck, Robert Lipp, Lejla Begic Fazlic, Guido Dartmann, Anke Schmeink
2021	—	`conf`	Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2021	—	`conf`	Fides: Distributed Cyber-Physical Contracts. TPS-ISA Lars Creutz, Jens Schneider, Guido Dartmann
2021	J	`jnl`	Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things. IEEE Internet Things J. Wei Yu, Wei Zhao, Anke Schmeink, Houbing Song, Guido Dartmann
2020	J	`jnl`	A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects. IEEE Internet Things Mag. Mehmet Ozgun Demir, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Gunes Karabulut-Kurt
2020	—	`conf`	A Machine Learning Approach for the Classification of Disease Risks in Time Series. MECO Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Jens Schneider, Marvin Schacht, Anke Schmeink, Lukas Martin, Arne Peine, Thomas Vollmer, Stefan Winter, Guido Dartmann
2020	J	`jnl`	A Physical Layer Security Framework for Cognitive Cyber-Physical Systems. IEEE Wirel. Commun. Ozan Alp Topal, Mehmet Ozgun Demir, Zekai Liang, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt
2020	—	`conf`	Cypher Social Contracts A Novel Protocol Specification for Cyber Physical Smart Contracts. iThings/GreenCom/CPSCom/SmartData/Cybermatics Lars Creutz, Guido Dartmann
2020	—	`conf`	Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks. MECO Rüdiger Machhamer, Marcel Garling, Levin Czenkusch, Kristof Ueding, Achim Guldner, Jens Schneider, Azhar Latif, Anke Schmeink, Stefan Naumann, Klaus-Uwe Gollmer, Guido Dartmann
2020	—	`conf`	Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service. MECO Matthias Dziubany, Lars Creutz, Sam Kopp, Jens Schneider, Anke Schmeink, Guido Dartmann
2020	J	`jnl`	EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
2020	—	`conf`	Optimization of a CPSS-based Flexible Transportation System. MECO Matthias Dziubany, Jens Schneider, Anke Schmeink, Guido Dartmann
2020	—	`conf`	Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection. MECO Rüdiger Machhamer, Jannik Altenhofer, Kristof Ueding, Levin Czenkusch, Florian Stolz, Maximilian Harth, Michael Mattern, Azhar Latif, Swen Haab, Jürgen Herrmann, Anke Schmeink, Klaus-Uwe Gollmer, Guido Dartmann
2019	—	`conf`	A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines. MIPRO Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann
2019	—	`conf`	Design and Implementation of a Hybrid Anomaly Detection System for IoT. IoTSMS Ahmad Ayad, Alireza Zamani, Anke Schmeink, Guido Dartmann
2019	—	`conf`	Joint User Association and Robust Beamforming Optimization for C-RANs with Wireless Fronthauls. SPAWC Alireza Zamani, Omid Taghizadeh, Guido Dartmann, Rudolf Mathar, Anke Schmeink
2019	J	`jnl`	Likelihood-Based Adaptive Learning in Stochastic State-Based Models. IEEE Signal Process. Lett. Peter Martin Vieting, Rodrigo C. de Lamare, Lukas Martin, Guido Dartmann, Anke Schmeink
2019	J	`jnl`	Node and Block-Based Development Tools for Distributed Systems With AI Applications. IEEE Access Marcel Hauck, Rüdiger Machhamer, Levin Czenkusch, Klaus-Uwe Gollmer, Guido Dartmann
2019	B	`conf`	On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. EvoApplications Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann
2019	J	`jnl`	Online Offline Learning for Sound-Based Indoor Localization Using Low-Cost Hardware. IEEE Access Rüdiger Machhamer, Matthias Dziubany, Levin Czenkusch, Hendrik Laux, Anke Schmeink, Klaus-Uwe Gollmer, Stefan Naumann, Guido Dartmann
2019	—	`conf`	Physical Layer Spoofing Against Eavesdropping Attacks. MECO Ozan Alp Topal, Mehmet Özgün Demir, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Ali Emre Pusane, Günes Karabulut-Kurt
2019	—	`conf`	The Effect of Jammers in Multi Agent Systems. SIU Emre Durmaz, Gulay Oke Gunel, Gerd Ascheid, Guido Dartmann, Gunes Karabulut-Kurt
2019	B	`conf`	Using Perfect Codes in Relay Aided Networks: A Security Analysis. WiMob Mehmet Özgün Demir, Ozan Alp Topal, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Günes Kurt, Ali Emre Pusane
2018	J	`jnl`	A Joint Optimization Scheme for Artificial Noise and Transmit Filter for Half and Full Duplex Wireless Cyber Physical Systems. IEEE Trans. Sustain. Comput. Özge Cepheli, Guido Dartmann, Günes Karabulut-Kurt, Gerd Ascheid
2018	—	`conf`	An Adaptive Learning Approach To Parameter Estimation For Hybrid Petri Nets In Systems Biology. SSP Peter Martin Vieting, Rodrigo C. de Lamare, Lukas Martin, Guido Dartmann, Anke Schmeink
2018	—	`conf`	Distributed learning-based state prediction for multi-agent systems with reduced communication effort. CF Daniel Hinkelmann, Anke Schmeink, Guido Dartmann
2018	—	`conf`	Effect of channel fading on reaching consensus in multi-agent systems. SIU Kimon Cokona, Semiha Tedik Basaran, Emre Durmaz, Ezgi Oral, Gunes Karabulut-Kurt, Gerd Ascheid, Guido Dartmann
2018	—	`conf`	Learning-based indoor localization for industrial applications. CF Hendrik Laux, Andreas Bytyn, Gerd Ascheid, Anke Schmeink, Gunes Karabulut-Kurt, Guido Dartmann
2018	—	`conf`	Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware. EUSIPCO Matthias Dziubany, Rüdiger Machhamer, Hendrik Laux, Anke Schmeink, Klaus-Uwe Gollmer, Guido Burger, Guido Dartmann
2018	C	`conf`	Novel approach for wireless commissioning and assisted process development based on Bluetooth Low Energy. ETFA Christoph Pallasch, Alexander Peitz, Werner Herfs, Anke Schmeink, Guido Dartmann
2018	—	`conf`	Prognose von Wärmeverbräuchen. GI-Jahrestagung (Workshops) Matthias Dziubany, Jens Schneider, Anke Schmeink, Guido Dartmann, Klaus-Uwe Gollmer, Stefan Naumann
2018	—	`conf`	Security Analysis of Forward Error Correction Codes in Relay Aided Networks. GIIS Mehmet Ozgun Demir, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane
2018	—	`conf`	Security analysis of hamming codes in relay aided networks. SIU Mehmet Ozgun Demir, Gunes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane
2018	J	`jnl`	The Safety Analysis: Disagreement of Wireless Communication-Based Consensus. IEEE Wirel. Commun. Lett. Semiha Tedik Basaran, Gunes Karabulut-Kurt, Gulay Oke Gunel, Anke Schmeink, Gerd Ascheid, Guido Dartmann
2017	—	`conf`	An encryption aware physical layer security system. ICC Workshops Özge Cepheli, Guido Dartmann, Gunes Karabulut-Kurt, Gerd Ascheid
2017	—	`conf`	How Effective is the Artificial Noise? Real-Time Analysis of a PHY Security Scenario. GLOBECOM Workshops Selahattin Gökceli, Özge Cepheli, Semiha Tedik Basaran, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid
2017	B	`conf`	Impact of the communication channel on information theoretical privacy. ISIT Mehmet Ozgun Demir, Gunes Karabulut-Kurt, Volker Lücken, Gerd Ascheid, Guido Dartmann
2017	—	`conf`	Utility Privacy Trade-Off for Noisy Channels in OFDM Systems. VTC Fall Mehmet Ozgun Demir, Selahattin Gökceli, Guido Dartmann, Volker Lücken, Gerd Ascheid, Günes Karabulut-Kurt
2015	J	`jnl`	A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks. IEEE Trans. Signal Process. Stephan Schlupkothen, Guido Dartmann, Gerd Ascheid
2015	—	`conf`	Adaptive Physical Layer Security Framework for Wireless Systems. VTC Spring Özge Cepheli, Volker Lücken, Guido Dartmann, Gunes Karabulut-Kurt, Gerd Ascheid
2015	—	`conf`	Fast power control for amplify-and-forward multiple-antenna bidirectional relays. IWCIT Ehsan Zandi, Guido Dartmann, Gerd Ascheid, Rudolf Mathar
2015	B	`conf`	Filter hopping: Physical layer secrecy based on FBMC. WCNC Volker Lücken, Taniya Singh, Özge Cepheli, Gunes Karabulut-Kurt, Gerd Ascheid, Guido Dartmann
2015	—	`conf`	Secure Probability Map: Transmission Policy Design for Passive Eavesdroppers in Correlated Channels. VTC Fall Huijun Li, Zekai Liang, Gunes Karabulut-Kurt, Gerd Ascheid, Guido Dartmann
2014	J	`jnl`	A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel. IEEE Trans. Veh. Technol. Guido Dartmann, Ehsan Zandi, Gerd Ascheid
2014	—	`conf`	Beamforming Aided Interference Management with Improved Secrecy for Correlated Channels. VTC Spring Guido Dartmann, Özge Cepheli, Gunes Karabulut-Kurt, Gerd Ascheid
2014	—	`conf`	Filter Optimization Aided Interference Management with Improved Secrecy. VTC Fall Guido Dartmann, Volker Lücken, Özge Cepheli, Günes Karabulut-Kurt, Gerd Ascheid
2014	J	`jnl`	Outage-Constrained Power Allocation in Spectrum Sharing Systems with Partial CSI. IEEE Trans. Commun. Xitao Gong, Adrian Ispas, Guido Dartmann, Gerd Ascheid
2013	J	`jnl`	A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel. CoRR Guido Dartmann, Ehsan Zandi, Gerd Ascheid
2013	J	`jnl`	A Non-Alternating Algorithm for Joint BS-RS Precoding Design in Two-Way Relay Systems. CoRR Ehsan Zandi, Guido Dartmann, Gerd Ascheid, Rudolf Mathar
2013	J	`jnl`	Application of Graph Theory to the Multicell Beam Scheduling Problem. IEEE Trans. Veh. Technol. Guido Dartmann, Xitao Gong, Gerd Ascheid
2013	J	`jnl`	Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem. IEEE Trans. Veh. Technol. Guido Dartmann, Gerd Ascheid
2013	—	`conf`	Exploration with massive sensor swarms. GlobalSIP Stephan Schlupkothen, Guido Dartmann, Gerd Ascheid
2013	—	`conf`	Low Complexity Cooperative Multicast Beamforming in Heterogeneous Networks. VTC Spring Guido Dartmann, Xitao Gong, Gerd Ascheid
2013	J	`jnl`	On the Duality of the Max-Min Beamforming Problem With Per-Antenna and Per-Antenna-Array Power Constraints. IEEE Trans. Veh. Technol. Guido Dartmann, Xitao Gong, Waqas Afzal, Gerd Ascheid
2013	J	`jnl`	Power Allocation and Performance Analysis in Spectrum Sharing Systems with Statistical CSI. IEEE Trans. Wirel. Commun. Xitao Gong, Adrian Ispas, Guido Dartmann, Gerd Ascheid
2012	Misc	`conf`	Constrained design of allpass transformed DFT filter-banks by quadratic programming. ICASSP Heinrich W. Löllmann, Guido Dartmann, Peter Vary
2012	—	`conf`	On the Pareto optimum of long-term max-min beamforming with general power constraints. Sarnoff Symposium Guido Dartmann, Xitao Gong, Gerd Ascheid
2012	—	`conf`	Optimal Power Allocation in a Spectrum Sharing System with Partial CSI. VTC Spring Xitao Gong, Guido Dartmann, Adrian Ispas, Gerd Ascheid
2011	—	`conf`	Beamforming with relays in multicell networks based on correlation knowledge. GLOBECOM Workshops Guido Dartmann, Dhiraj Kumar Shah, Xitao Gong, Gerd Ascheid
2011	—	`conf`	Duality-Based Robust Transceiver Design for Cognitive Downlink Systems. VTC Fall Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
2011	B	`conf`	Joint optimization of beamforming, user scheduling, and multiple base station assignment in a multicell network. WCNC Guido Dartmann, Waqas Afzal, Xitao Gong, Gerd Ascheid
2011	—	`conf`	Low complexity cooperative multicast beamforming in multiuser multicell downlink networks. CrownCom Guido Dartmann, Xitao Gong, Gerd Ascheid
2011	B	`conf`	MSE-based stochastic transceiver optimization in downlink cognitive radio networks. WCNC Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
2011	—	`conf`	Max-Min Beamforming with Cooperative Multipoint Transmission. VTC Fall Guido Dartmann, Xitao Gong, Gerd Ascheid
2010	—	`conf`	Cooperative Beamforming with Multiple Base Station Assignment Based on Correlation Knowledge. VTC Fall Guido Dartmann, Xitao Gong, Gerd Ascheid
2010	—	`conf`	MSE-based linear transceiver optimization in MIMO cognitive radio networks with imperfect channel knowledge. CIP Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
2010	B	`conf`	Robust MSE-Based Transceiver Optimization in MISO Downlink Cognitive Radio Network. WCNC Xitao Gong, Markus Jordan, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
2009	—	`conf`	Beamforming in Single Frequency Networks with Connection Control. VTC Spring Markus Jordan, Guido Dartmann, Gerd Ascheid
2009	—	`conf`	General least-squares design of allpass transformed DFT filter-banks. EUSIPCO Heinrich W. Löllmann, Guido Dartmann, Peter Vary
2009	—	`conf`	Intercell Interference Mitigation with Long-Term Beamforming and Low SINR Feedback Rate in a Multiuser Multicell Unicast Scenario. VTC Spring Guido Dartmann, Markus Jordan, Xitao Gong, Gerd Ascheid
2009	B	`conf`	Max-min beamforming for multicell downlink systems using long-term channel statistics. PIMRC Xitao Gong, Markus Jordan, Guido Dartmann, Gerd Ascheid
2008	Misc	`conf`	Least-squares design of subsampled allpass transformed DFT filter-banks with LTI property. ICASSP Heinrich W. Löllmann, Guido Dartmann, Peter Vary