Christian Haas

Orcid: 0000-0002-2690-5962

Affiliations:
  • Vienna University of Economics and Business, Austria
  • University of Nebraska at Omaha, School of Interdisciplinary Informatics, NE, USA
  • Karlsruhe Institute of Technology, Institute of Telematics, Germany (PhD 2014)


According to our database1, Christian Haas authored at least 48 papers between 2009 and 2024.

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Bibliography

2024
Fairness in Machine Learning: A Survey.
ACM Comput. Surv., July, 2024

2023
The evaluation of bankruptcy prediction models based on socio-economic costs.
Expert Syst. Appl., October, 2023

Algorithmic Fairness in AI.
Bus. Inf. Syst. Eng., 2023

Towards Self-learning Industrial Process Behaviour from Payload Bytes for Anomaly Detection.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022
Impact of Imputation Strategies on Fairness in Machine Learning.
J. Artif. Intell. Res., 2022

POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour.
Proceedings of the Tools for Design, Implementation and Verification of Emerging Information Technologies, 2022

Assessing the Current State of AWS Spot Market Forecastability.
Proceedings of the IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies, 2022

A Research Agenda to Understand Drivers of Digital Gullibility.
Proceedings of the 43rd International Conference on Information Systems, 2022

CrossTest: a cross-domain physical testbed environment for cybersecurity performance evaluations.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021
Fairness metrics and bias mitigation strategies for rating predictions.
Inf. Process. Manag., 2021

Brown Hands Aren't Terrorists: Challenges in Image Classification of Violent Extremist Content.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. AI, Product and Service, 2021

The Socialoid: A Computational Model of a City.
Proceedings of the Market Engineering: Insights from Two Decades of Research on Markets and Information, 2021

2020
More Fun Than Ought to be Graded: Assuring Student Learning in Study Abroad Programs.
Proceedings of the SIGITE '20: The 21st Annual Conference on Information Technology Education, 2020

Helper-in-the-Middle: Supporting Web Application Scanners Targeting Industrial Control Systems.
Proceedings of the 17th International Joint Conference on e-Business and Telecommunications, 2020

2019
Multiplatform biomarker identification using a data-driven approach enables single-sample classification.
BMC Bioinform., 2019

Differences in Emotional Reactions to Social Media Content: The Role of Location and Content Type.
Proceedings of the 11th ACM Conference on Web Science, 2019

The Price of Fairness - A Framework to Explore Trade-Offs in Algorithmic Fairness.
Proceedings of the 40th International Conference on Information Systems, 2019

Machine Learning Approach for Foot-side Classification using a Single Wearable Sensor.
Proceedings of the 40th International Conference on Information Systems, 2019

Deconstructing the 2017 Changes to AWS Spot Market Pricing.
Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019

Utilizing Social Media For Lead Generation.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018
Predicting Amazon Spot Prices with LSTM Networks.
Proceedings of the 9th Workshop on Scientific Cloud Computing, 2018

Towards Computer-Aided Security Life Cycle Management for Critical Industrial Control Systems.
Proceedings of the Critical Information Infrastructures Security, 2018

2017
Introducing remote attestation and hardware-based cryptography to OPC UA.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016
Software-based smart factory networking.
Autom., 2016

Design and Architecture of an Industrial IT Security Lab.
Proceedings of the Testbeds and Research Infrastructures for the Development of Networks and Communities, 2016

Anomaly Detection in Industrial Networks using Machine Learning: A Roadmap.
Proceedings of the Machine Learning for Cyber Physical Systems, 2016

2014
Evaluierung der Energie-Effizienz von Sicherheitsmechanismen in drahtlosen Sensornetzen.
PhD thesis, 2014

A Social Compute Cloud: Allocating and Sharing Infrastructure Resources via Social Networks.
IEEE Trans. Serv. Comput., 2014

Improving Resource Matchmaking through Feedback Integration.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013
Energy-efficiency of concast communication in Wireless Sensor Networks.
Proceedings of the 10th Annual Conference on Wireless On-demand Network Systems and Services, 2013

Open Service Network Analysis.
Proceedings of the 1st International IFIP Working Conference on Value-Driven Social Semantics & Collective Intelligence co-located with the 5th Annual ACM Web Science Conference (WebSci 2013), 2013

Evaluating energy-efficiency of hardware-based security mechanisms.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

Evaluating the energy-efficiency of the Rich Uncle key exchange protocol in WSNs.
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

Co-operative Infrastructures: An Economic Model for Providing Infrastructures for Social Cloud Computing.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Preference-Based Resource Allocation: Using Heuristics to Solve Two-Sided Matching Problems with Indifferences.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2013

2012
Evaluating the energy-efficiency of key exchange protocols in wirelesssensor networks.
Proceedings of the 7th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2012

Realistic Simulation of Energy Consumption in Wireless Sensor Networks.
Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012

Towards the gamification of well-being measures.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

A simulator for social exchanges and collaborations - Architecture and case study.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Service Level Management for Service Value Networks.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012

Foundations of Trust: Contextualising Trust in Social Clouds.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011
Energy-efficiency of WSN concast communication: a reality-check.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Incentives in Service Level Agreement establishment the case of economic and social aspects.
Proceedings of the First International Workshop on Requirements Engineering for Social Computing, 2011

Energy evaluations in wireless sensor networks: a reality check.
Proceedings of the 14th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2011

Towards Self-Awareness in Cloud Markets: A Monitoring Methodology.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Engineering Incentives in Social Clouds.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010
Security in Border Control and Area Monitoring (Sicherheit in der Grenz- und Liegenschaftsüberwachung).
it Inf. Technol., 2010

2009
A wireless sensor network for border surveillance.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009


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