Guido Dartmann

Orcid: 0000-0002-6786-6664

According to our database1, Guido Dartmann authored at least 83 papers between 2008 and 2023.

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

Timeline

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Bibliography

2023
A framework for AI-based self-adaptive cyber-physical process systems.
it Inf. Technol., June, 2023

Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems.
CoRR, 2023

Energy-efficient Cyber Physical Social System for Transportation with Appointments.
Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Sustainability in Artificial Intelligence - Towards a Green AI Reference Model.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

2022
A Novel Hybrid Methodology for Anomaly Detection in Time Series.
Int. J. Comput. Intell. Syst., 2022

A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2022

A Visualization and Benchmarking Simulator for Clinical Data.
Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022

Development and Implementation of the Data Science Learning Platform for Research Physician.
Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022

Cyber-Physical Contracts in Offline Regions.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Exploring Adversarial Attacks on Neural Networks: An Explainable Approach.
Proceedings of the IEEE International Performance, 2022

2021
Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels.
IEEE Wirel. Commun. Lett., 2021

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.
npj Digit. Medicine, 2021

Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things.
IEEE Internet Things J., 2021

An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems.
CoRR, 2021

Fides: Distributed Cyber-Physical Contracts.
Proceedings of the 3rd IEEE International Conference on Trust, 2021

Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory.
Proceedings of the 19th IEEE International Symposium on Intelligent Systems and Informatics, 2021

Evo-RL: evolutionary-driven reinforcement learning.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
A Physical Layer Security Framework for Cognitive Cyber-Physical Systems.
IEEE Wirel. Commun., 2020

A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects.
IEEE Internet Things Mag., 2020

Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

A Machine Learning Approach for the Classification of Disease Risks in Time Series.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Optimization of a CPSS-based Flexible Transportation System.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service.
Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Cypher Social Contracts A Novel Protocol Specification for Cyber Physical Smart Contracts.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

2019
Likelihood-Based Adaptive Learning in Stochastic State-Based Models.
IEEE Signal Process. Lett., 2019

Online Offline Learning for Sound-Based Indoor Localization Using Low-Cost Hardware.
IEEE Access, 2019

Node and Block-Based Development Tools for Distributed Systems With AI Applications.
IEEE Access, 2019

Using Perfect Codes in Relay Aided Networks: A Security Analysis.
Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

Joint User Association and Robust Beamforming Optimization for C-RANs with Wireless Fronthauls.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

The Effect of Jammers in Multi Agent Systems.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Physical Layer Spoofing Against Eavesdropping Attacks.
Proceedings of the 8th Mediterranean Conference on Embedded Computing, 2019

Design and Implementation of a Hybrid Anomaly Detection System for IoT.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets.
Proceedings of the Applications of Evolutionary Computation, 2019

2018
The Safety Analysis: Disagreement of Wireless Communication-Based Consensus.
IEEE Wirel. Commun. Lett., 2018

A Joint Optimization Scheme for Artificial Noise and Transmit Filter for Half and Full Duplex Wireless Cyber Physical Systems.
IEEE Trans. Sustain. Comput., 2018

An Adaptive Learning Approach To Parameter Estimation For Hybrid Petri Nets In Systems Biology.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Security analysis of hamming codes in relay aided networks.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Effect of channel fading on reaching consensus in multi-agent systems.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Security Analysis of Forward Error Correction Codes in Relay Aided Networks.
Proceedings of the 2018 Global Information Infrastructure and Networking Symposium, 2018

Prognose von Wärmeverbräuchen.
Proceedings of the 48. Jahrestagung der Gesellschaft für Informatik, Architekturen, Prozesse, Sicherheit und Nachhaltigkeit, INFORMATIK 2018, 2018

Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware.
Proceedings of the 26th European Signal Processing Conference, 2018

Novel approach for wireless commissioning and assisted process development based on Bluetooth Low Energy.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Learning-based indoor localization for industrial applications.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Distributed learning-based state prediction for multi-agent systems with reduced communication effort.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017
Utility Privacy Trade-Off for Noisy Channels in OFDM Systems.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Impact of the communication channel on information theoretical privacy.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

An encryption aware physical layer security system.
Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

How Effective is the Artificial Noise? Real-Time Analysis of a PHY Security Scenario.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

2015
A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks.
IEEE Trans. Signal Process., 2015

Filter hopping: Physical layer secrecy based on FBMC.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Secure Probability Map: Transmission Policy Design for Passive Eavesdroppers in Correlated Channels.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Adaptive Physical Layer Security Framework for Wireless Systems.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Fast power control for amplify-and-forward multiple-antenna bidirectional relays.
Proceedings of the Iran Workshop on Communication and Information Theory, 2015

2014
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel.
IEEE Trans. Veh. Technol., 2014

Outage-Constrained Power Allocation in Spectrum Sharing Systems with Partial CSI.
IEEE Trans. Commun., 2014

Filter Optimization Aided Interference Management with Improved Secrecy.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Beamforming Aided Interference Management with Improved Secrecy for Correlated Channels.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

2013
Power Allocation and Performance Analysis in Spectrum Sharing Systems with Statistical CSI.
IEEE Trans. Wirel. Commun., 2013

On the Duality of the Max-Min Beamforming Problem With Per-Antenna and Per-Antenna-Array Power Constraints.
IEEE Trans. Veh. Technol., 2013

Application of Graph Theory to the Multicell Beam Scheduling Problem.
IEEE Trans. Veh. Technol., 2013

Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem.
IEEE Trans. Veh. Technol., 2013

A Non-Alternating Algorithm for Joint BS-RS Precoding Design in Two-Way Relay Systems.
CoRR, 2013

Low Complexity Cooperative Multicast Beamforming in Heterogeneous Networks.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Exploration with massive sensor swarms.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Optimal Power Allocation in a Spectrum Sharing System with Partial CSI.
Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

On the Pareto optimum of long-term max-min beamforming with general power constraints.
Proceedings of the 35th IEEE Sarnoff Symposium 2012, Newark, NJ, USA, May 21-22, 2012, 2012

Constrained design of allpass transformed DFT filter-banks by quadratic programming.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
MSE-based stochastic transceiver optimization in downlink cognitive radio networks.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Joint optimization of beamforming, user scheduling, and multiple base station assignment in a multicell network.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Duality-Based Robust Transceiver Design for Cognitive Downlink Systems.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Max-Min Beamforming with Cooperative Multipoint Transmission.
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Beamforming with relays in multicell networks based on correlation knowledge.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

Low complexity cooperative multicast beamforming in multiuser multicell downlink networks.
Proceedings of the 6th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2011

2010
Robust MSE-Based Transceiver Optimization in MISO Downlink Cognitive Radio Network.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Cooperative Beamforming with Multiple Base Station Assignment Based on Correlation Knowledge.
Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

MSE-based linear transceiver optimization in MIMO cognitive radio networks with imperfect channel knowledge.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009
Beamforming in Single Frequency Networks with Connection Control.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Intercell Interference Mitigation with Long-Term Beamforming and Low SINR Feedback Rate in a Multiuser Multicell Unicast Scenario.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Max-min beamforming for multicell downlink systems using long-term channel statistics.
Proceedings of the IEEE 20th International Symposium on Personal, 2009

General least-squares design of allpass transformed DFT filter-banks.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Least-squares design of subsampled allpass transformed DFT filter-banks with LTI property.
Proceedings of the IEEE International Conference on Acoustics, 2008


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