Guido Dartmann

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 54

Top Topics

Security Analysis

Top Venues

Publications

Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink
Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks. IEEE Access 12 (2024)
Marlies Morgen, Lejla Begic Fazlic, Guido Dartmann
Connect, Understand and Learn: Dynamic Knowledge Graph Transforms Learning. MIPRO (2024)
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
A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. 65 (3) (2023)
Sebastian Weber, Achim Guldner, Lejla Begic Fazlic, Guido Dartmann, Stefan Naumann
Sustainability in Artificial Intelligence - Towards a Green AI Reference Model. GI-Jahrestagung (2023)
Matthias Dziubany, Anke Schmeink, Guido Dartmann
Energy-efficient Cyber Physical Social System for Transportation with Appointments. MECO (2023)
Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. CoRR (2023)
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
Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems. CoRR (2023)
Lars Creutz, Kevin Wagner, Guido Dartmann
Cyber-Physical Contracts in Offline Regions. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Lejla Begic Fazlic, Marvin Schacht, Marlies Morgen, Anke Schmeink, Robert Lipp, Lukas Martin, Thomas Vollmer, Stefan Winter, Guido Dartmann
Development and Implementation of the Data Science Learning Platform for Research Physician. pHealth (2022)
Marlies Morgen, Lejla Begic Fazlic, Arne Peine, Lukas Martin, Anke Schmeink, Ahmed Hallawa, Guido Dartmann
A Visualization and Benchmarking Simulator for Clinical Data. pHealth (2022)
Lejla Begic Fazlic, Ahmed Halawa, Anke Schmeink, Robert Lipp, Lukas Martin, Arne Peine, Marlies Morgen, Thomas Vollmer, Stefan Winter, Guido Dartmann
A Novel Hybrid Methodology for Anomaly Detection in Time Series. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Bastian Urschel, Lejla Begic Fazlic, Marlies Morgen, Rüdiger Machhamer, Guido Dartmann, Klaus-Uwe Gollmer
A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors. SDF (2022)
Justus Renkhoff, Wenkai Tan, Alvaro Velasquez, William Yichen Wang, Yongxin Liu, Jian Wang, Shuteng Niu, Lejla Begic Fazlic, Guido Dartmann, Houbing Song
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach. IPCCC (2022)
Lukas David Schuck, Robert Lipp, Lejla Begic Fazlic, Guido Dartmann, Anke Schmeink
Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory. SISY (2021)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion (2021)
Wei Yu, Wei Zhao, Anke Schmeink, Houbing Song, Guido Dartmann
Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things. IEEE Internet Things J. 8 (5) (2021)
Lars Creutz, Jens Schneider, Guido Dartmann
Fides: Distributed Cyber-Physical Contracts. TPS-ISA (2021)
Ezgi Oral, Anke Schmeink, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane, Gunes Karabulut Kurt
Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels. IEEE Wirel. Commun. Lett. 10 (7) (2021)
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
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021)
Mehmet Özgün Demir, Ozan Alp Topal, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt
An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems. CoRR (2021)
Matthias Dziubany, Lars Creutz, Sam Kopp, Jens Schneider, Anke Schmeink, Guido Dartmann
Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service. MECO (2020)
Mehmet Ozgun Demir, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Gunes Karabulut Kurt
A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects. IEEE Internet Things Mag. 3 (3) (2020)
Matthias Dziubany, Jens Schneider, Anke Schmeink, Guido Dartmann
Optimization of a CPSS-based Flexible Transportation System. MECO (2020)
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
Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection. MECO (2020)
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
A Machine Learning Approach for the Classification of Disease Risks in Time Series. MECO (2020)
Rüdiger Machhamer, Marcel Garling, Levin Czenkusch, Kristof Ueding, Achim Guldner, Jens Schneider, Azhar Latif, Anke Schmeink, Stefan Naumann, Klaus-Uwe Gollmer, Guido Dartmann
Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks. MECO (2020)
Lars Creutz, Guido Dartmann
Cypher Social Contracts A Novel Protocol Specification for Cyber Physical Smart Contracts. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Ozan Alp Topal, Mehmet Ozgun Demir, Zekai Liang, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt
A Physical Layer Security Framework for Cognitive Cyber-Physical Systems. IEEE Wirel. Commun. 27 (4) (2020)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR (2020)
Emre Durmaz, Gulay Oke Gunel, Gerd Ascheid, Guido Dartmann, Gunes Karabulut Kurt
The Effect of Jammers in Multi Agent Systems. SIU (2019)
Ozan Alp Topal, Mehmet Özgün Demir, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Ali Emre Pusane, Günes Karabulut-Kurt
Physical Layer Spoofing Against Eavesdropping Attacks. MECO (2019)
Alireza Zamani, Omid Taghizadeh, Guido Dartmann, Rudolf Mathar, Anke Schmeink
Joint User Association and Robust Beamforming Optimization for C-RANs with Wireless Fronthauls. SPAWC (2019)
Ahmad Ayad, Alireza Zamani, Anke Schmeink, Guido Dartmann
Design and Implementation of a Hybrid Anomaly Detection System for IoT. IoTSMS (2019)
Lejla Begic Fazlic, Ahmed Hallawa, Anke Schmeink, Arne Peine, Lukas Martin, Guido Dartmann
A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines. MIPRO (2019)
Marcel Hauck, Rüdiger Machhamer, Levin Czenkusch, Klaus-Uwe Gollmer, Guido Dartmann
Node and Block-Based Development Tools for Distributed Systems With AI Applications. IEEE Access 7 (2019)
Peter Martin Vieting, Rodrigo C. de Lamare, Lukas Martin, Guido Dartmann, Anke Schmeink
Likelihood-Based Adaptive Learning in Stochastic State-Based Models. IEEE Signal Process. Lett. 26 (7) (2019)
Rüdiger Machhamer, Matthias Dziubany, Levin Czenkusch, Hendrik Laux, Anke Schmeink, Klaus-Uwe Gollmer, Stefan Naumann, Guido Dartmann
Online Offline Learning for Sound-Based Indoor Localization Using Low-Cost Hardware. IEEE Access 7 (2019)
Mehmet Özgün Demir, Ozan Alp Topal, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Günes Kurt, Ali Emre Pusane
Using Perfect Codes in Relay Aided Networks: A Security Analysis. WiMob (2019)
Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. EvoApplications (2019)
Mehmet Ozgun Demir, Gunes Karabulut Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane
Security analysis of hamming codes in relay aided networks. SIU (2018)
Christoph Pallasch, Alexander Peitz, Werner Herfs, Anke Schmeink, Guido Dartmann
Novel approach for wireless commissioning and assisted process development based on Bluetooth Low Energy. ETFA (2018)
Mehmet Ozgun Demir, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane
Security Analysis of Forward Error Correction Codes in Relay Aided Networks. GIIS (2018)
Daniel Hinkelmann, Anke Schmeink, Guido Dartmann
Distributed learning-based state prediction for multi-agent systems with reduced communication effort. CF (2018)
Semiha Tedik Basaran, Gunes Karabulut Kurt, Gulay Oke Gunel, Anke Schmeink, Gerd Ascheid, Guido Dartmann
The Safety Analysis: Disagreement of Wireless Communication-Based Consensus. IEEE Wirel. Commun. Lett. 7 (6) (2018)
Matthias Dziubany, Jens Schneider, Anke Schmeink, Guido Dartmann, Klaus-Uwe Gollmer, Stefan Naumann
Prognose von Wärmeverbräuchen. GI-Jahrestagung (Workshops) (2018)
Peter Martin Vieting, Rodrigo C. de Lamare, Lukas Martin, Guido Dartmann, Anke Schmeink
An Adaptive Learning Approach To Parameter Estimation For Hybrid Petri Nets In Systems Biology. SSP (2018)
Kimon Cokona, Semiha Tedik Basaran, Emre Durmaz, Ezgi Oral, Gunes Karabulut Kurt, Gerd Ascheid, Guido Dartmann
Effect of channel fading on reaching consensus in multi-agent systems. SIU (2018)
Matthias Dziubany, Rüdiger Machhamer, Hendrik Laux, Anke Schmeink, Klaus-Uwe Gollmer, Guido Burger, Guido Dartmann
Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware. EUSIPCO (2018)
Özge Cepheli, Guido Dartmann, Günes Karabulut-Kurt, Gerd Ascheid
A Joint Optimization Scheme for Artificial Noise and Transmit Filter for Half and Full Duplex Wireless Cyber Physical Systems. IEEE Trans. Sustain. Comput. 3 (2) (2018)
Hendrik Laux, Andreas Bytyn, Gerd Ascheid, Anke Schmeink, Gunes Karabulut Kurt, Guido Dartmann
Learning-based indoor localization for industrial applications. CF (2018)
Mehmet Ozgun Demir, Gunes Karabulut Kurt, Volker Lücken, Gerd Ascheid, Guido Dartmann
Impact of the communication channel on information theoretical privacy. ISIT (2017)
Özge Cepheli, Guido Dartmann, Gunes Karabulut Kurt, Gerd Ascheid
An encryption aware physical layer security system. ICC Workshops (2017)
Selahattin Gökceli, Özge Cepheli, Semiha Tedik Basaran, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid
How Effective is the Artificial Noise? Real-Time Analysis of a PHY Security Scenario. GLOBECOM Workshops (2017)
Mehmet Ozgun Demir, Selahattin Gökceli, Guido Dartmann, Volker Lücken, Gerd Ascheid, Günes Karabulut-Kurt
Utility Privacy Trade-Off for Noisy Channels in OFDM Systems. VTC Fall (2017)
Volker Lücken, Taniya Singh, Özge Cepheli, Gunes Karabulut Kurt, Gerd Ascheid, Guido Dartmann
Filter hopping: Physical layer secrecy based on FBMC. WCNC (2015)
Stephan Schlupkothen, Guido Dartmann, Gerd Ascheid
A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks. IEEE Trans. Signal Process. 63 (15) (2015)
Ehsan Zandi, Guido Dartmann, Gerd Ascheid, Rudolf Mathar
Fast power control for amplify-and-forward multiple-antenna bidirectional relays. IWCIT (2015)
Huijun Li, Zekai Liang, Gunes Karabulut Kurt, Gerd Ascheid, Guido Dartmann
Secure Probability Map: Transmission Policy Design for Passive Eavesdroppers in Correlated Channels. VTC Fall (2015)
Özge Cepheli, Volker Lücken, Guido Dartmann, Gunes Karabulut Kurt, Gerd Ascheid
Adaptive Physical Layer Security Framework for Wireless Systems. VTC Spring (2015)
Guido Dartmann, Özge Cepheli, Gunes Karabulut Kurt, Gerd Ascheid
Beamforming Aided Interference Management with Improved Secrecy for Correlated Channels. VTC Spring (2014)
Xitao Gong, Adrian Ispas, Guido Dartmann, Gerd Ascheid
Outage-Constrained Power Allocation in Spectrum Sharing Systems with Partial CSI. IEEE Trans. Commun. 62 (2) (2014)
Guido Dartmann, Volker Lücken, Özge Cepheli, Günes Karabulut-Kurt, Gerd Ascheid
Filter Optimization Aided Interference Management with Improved Secrecy. VTC Fall (2014)
Guido Dartmann, Ehsan Zandi, Gerd Ascheid
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel. IEEE Trans. Veh. Technol. 63 (8) (2014)
Stephan Schlupkothen, Guido Dartmann, Gerd Ascheid
Exploration with massive sensor swarms. GlobalSIP (2013)
Guido Dartmann, Xitao Gong, Gerd Ascheid
Low Complexity Cooperative Multicast Beamforming in Heterogeneous Networks. VTC Spring (2013)
Guido Dartmann, Xitao Gong, Gerd Ascheid
Application of Graph Theory to the Multicell Beam Scheduling Problem. IEEE Trans. Veh. Technol. 62 (4) (2013)
Xitao Gong, Adrian Ispas, Guido Dartmann, Gerd Ascheid
Power Allocation and Performance Analysis in Spectrum Sharing Systems with Statistical CSI. IEEE Trans. Wirel. Commun. 12 (4) (2013)
Guido Dartmann, Xitao Gong, Waqas Afzal, Gerd Ascheid
On the Duality of the Max-Min Beamforming Problem With Per-Antenna and Per-Antenna-Array Power Constraints. IEEE Trans. Veh. Technol. 62 (2) (2013)
Guido Dartmann, Ehsan Zandi, Gerd Ascheid
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel. CoRR (2013)
Guido Dartmann, Gerd Ascheid
Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem. IEEE Trans. Veh. Technol. 62 (9) (2013)
Ehsan Zandi, Guido Dartmann, Gerd Ascheid, Rudolf Mathar
A Non-Alternating Algorithm for Joint BS-RS Precoding Design in Two-Way Relay Systems. CoRR (2013)
Heinrich W. Löllmann, Guido Dartmann, Peter Vary
Constrained design of allpass transformed DFT filter-banks by quadratic programming. ICASSP (2012)
Guido Dartmann, Xitao Gong, Gerd Ascheid
On the Pareto optimum of long-term max-min beamforming with general power constraints. Sarnoff Symposium (2012)
Xitao Gong, Guido Dartmann, Adrian Ispas, Gerd Ascheid
Optimal Power Allocation in a Spectrum Sharing System with Partial CSI. VTC Spring (2012)
Guido Dartmann, Xitao Gong, Gerd Ascheid
Low complexity cooperative multicast beamforming in multiuser multicell downlink networks. CrownCom (2011)
Guido Dartmann, Waqas Afzal, Xitao Gong, Gerd Ascheid
Joint optimization of beamforming, user scheduling, and multiple base station assignment in a multicell network. WCNC (2011)
Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
Duality-Based Robust Transceiver Design for Cognitive Downlink Systems. VTC Fall (2011)
Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
MSE-based stochastic transceiver optimization in downlink cognitive radio networks. WCNC (2011)
Guido Dartmann, Xitao Gong, Gerd Ascheid
Max-Min Beamforming with Cooperative Multipoint Transmission. VTC Fall (2011)
Guido Dartmann, Dhiraj Kumar Shah, Xitao Gong, Gerd Ascheid
Beamforming with relays in multicell networks based on correlation knowledge. GLOBECOM Workshops (2011)
Xitao Gong, Markus Jordan, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
Robust MSE-Based Transceiver Optimization in MISO Downlink Cognitive Radio Network. WCNC (2010)
Xitao Gong, Aamir Ishaque, Guido Dartmann, Gerd Ascheid
MSE-based linear transceiver optimization in MIMO cognitive radio networks with imperfect channel knowledge. CIP (2010)
Guido Dartmann, Xitao Gong, Gerd Ascheid
Cooperative Beamforming with Multiple Base Station Assignment Based on Correlation Knowledge. VTC Fall (2010)
Markus Jordan, Guido Dartmann, Gerd Ascheid
Beamforming in Single Frequency Networks with Connection Control. VTC Spring (2009)
Guido Dartmann, Markus Jordan, Xitao Gong, Gerd Ascheid
Intercell Interference Mitigation with Long-Term Beamforming and Low SINR Feedback Rate in a Multiuser Multicell Unicast Scenario. VTC Spring (2009)
Xitao Gong, Markus Jordan, Guido Dartmann, Gerd Ascheid
Max-min beamforming for multicell downlink systems using long-term channel statistics. PIMRC (2009)
Heinrich W. Löllmann, Guido Dartmann, Peter Vary
General least-squares design of allpass transformed DFT filter-banks. EUSIPCO (2009)
Heinrich W. Löllmann, Guido Dartmann, Peter Vary
Least-squares design of subsampled allpass transformed DFT filter-banks with LTI property. ICASSP (2008)