Matthias Pohl

Orcid: 0000-0002-6241-7675

According to our database1, Matthias Pohl authored at least 47 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
A Methodology for Constructing Patterns for the Management of Data Science Projects.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

Customer Identity Management in Health Insurance with Blockchain Technology: A Literature Review.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Challenges in Data Science Project Management: A Case Study in a European OEM.
Proceedings of the 30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, 2024

2023
An Overview of the Approaches for Generating Test Data in the Context of the Quality Assurance of Big Data Applications.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Contrasting the Necessary Skills of Leaders in Classical and Agile Software Development.
Proceedings of the Information Systems Development: Organizational Aspects and Societal Trends (ISD2023 Proceedings), Lisbon, Portugal, 30 August, 2023

A Meta-Review on the Use of Artificial Intelligence in the Context of Electrical Power Grid Operators.
Proceedings of the 20th International Conference on Informatics in Control, 2023

Decentralised Autonomous Management of an Association Through Smart Contracts According to German Legislation.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Toward Standardization and Automation of Data Science Projects: MLOps and Cloud Computing as Facilitators.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Value Creation from Data Science Applications - A Literature Review.
Proceedings of the Perspectives in Business Informatics Research, 2023

MLOps in Data Science Projects: A Review.
Proceedings of the IEEE International Conference on Big Data, 2023

Achieving Competitive Advantages Through Situation-Aware Big Data Engineering - When (Not) to Use Test Driven Development.
Proceedings of the 29th Americas Conference on Information Systems, 2023

Data Valuation Methods - A Literature Review.
Proceedings of the 29th Americas Conference on Information Systems, 2023

A Survey of Technology Selection Approaches in Data Science Projects.
Proceedings of the 29th Americas Conference on Information Systems, 2023

The Linkage to Business Goals in Data Science Projects.
Proceedings of the Australasian Conference on Information Systems, 2023

2022
A Literature Review on the Challenges of Applying Test-Driven Development in Software Engineering.
Complex Syst. Informatics Model. Q., 2022

Toward A Lifecycle for Data Science: A Literature Review of Data Science Process Models.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

Facilitating the Decentralisation of Software Development Projects from a Project Management Perspective: A Literature Review.
Proceedings of the 4th International Conference on Finance, 2022

Project Artifacts for the Data Science Lifecycle: A Comprehensive Overview.
Proceedings of the IEEE International Conference on Big Data, 2022

The Performance Benefit of Data Analytics Applications.
Proceedings of the 13th International Conference on Ambient Systems, 2022

2021
Methodological Case Study Approach for Detecting Business Model Enablers in Copycat Ventures.
Int. J. Organ. Collect. Intell., 2021

Comparative analysis of machine learning models for anomaly detection in manufacturing.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Challenges in Data Acquisition and Management in Big Data Environments.
Proceedings of the 6th International Conference on Internet of Things, 2021

A Preliminary Overview of the Situation in Big Data Testing.
Proceedings of the 6th International Conference on Internet of Things, 2021

A Concept for the Use of Chatbots to Provide the Public with Vital Information in Crisis Situations.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Applying Test Driven Development in the Big Data Domain - Lessons From the Literature.
Proceedings of the International Conference on Information Technology, 2021

2020
Providing Clarity on Big Data Technologies: The BDTOnto Ontology.
Int. J. Intell. Inf. Technol., 2020

Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis.
Proceedings of the 5th International Conference on Internet of Things, 2020

Classifying Big Data Taxonomies: A Systematic Literature Review.
Proceedings of the 5th International Conference on Internet of Things, 2020

Application of NLP to determine the State of Issues in Bug Tracking Systems.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Comparative Study of e-Commerce Ventures: Copycat Enablers in Business Models.
Proceedings of the 2nd International Conference on Finance, 2020

Enterprise architecture's effects on organizations' ability to adopt artificial intelligence - A Resource-based perspective.
Proceedings of the 28th European Conference on Information Systems, 2020

Towards a Blockchain Technology Framework - Literature Review on components in blockchain implementations.
Proceedings of the Australasian Conference on Information Systems, 2020

2019
Towards an Automated Optimization-as-a-Service Concept.
Proceedings of the 4th International Conference on Internet of Things, 2019

Challenging Big Data Engineering: Positioning of Current and Future Development.
Proceedings of the 4th International Conference on Internet of Things, 2019

Proof of Provision: Improving Blockchain Technology by Cloud Computing.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Toward an Autonomic and Adaptive Load Management Strategy for Reducing Energy Consumption under Performance Constraints in Data Centers.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

2018
Internet of Things Middleware: How Suitable are Service-oriented Architecture and Resource-oriented Architecture.
Proceedings of the 3rd International Conference on Internet of Things, 2018

Performance Evaluation of Application Layer Protocols for the Internet-of-Things.
Proceedings of the Sixth International Conference on Enterprise Systems, 2018

A Data-Science-as-a-Service Model.
Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018

Classifying Big Data Technologies - An Ontology-based Approach.
Proceedings of the 24th Americas Conference on Information Systems, 2018

2017
Capacity Planning as a Service for Enterprise Standard Software.
Proceedings of the 19th IEEE Conference on Business Informatics, 2017

A Holistic View of the IoT Process from Sensors to the Business Value.
Proceedings of the 2nd International Conference on Internet of Things, 2017

An Evaluation of Variability Mechanisms to Manage Cloud Services.
Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017

2014
Leveraging polynomial approximation for non-linear image transformations in real time.
Comput. Electr. Eng., 2014

An efficient FPGA-based hardware framework for natural feature extraction and related Computer Vision tasks.
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2012
An efficient and scalable architecture for real-time distortion removal and rectification of live camera images.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2012

2010
Profiling linked open data with ProLOD.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010


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