Matthias Pohl

66 papers B 7C 16Misc 1Journal 5Unranked 37
YearRankTypeTitle / Venue / Authors
2025 — conf
A Review on Large Language Models and Generative AI in Banking.
FEMIB
Daniel Staegemann, Christian Haertel, Christian Daase, Matthias Pohl, Mohammad Abdallah, Klaus Turowski
2025 C conf
A Review on the Use of Large Language Models in the Context of Open Government Data.
DATA
Daniel Staegemann, Christian Haertel, Matthias Pohl, Klaus Turowski
2025 C conf
Democratizing the Access to Geospatial Data: The Performance Bottleneck of Unified Data Interfaces.
DATA
Matthias Pohl, Arne Osterthun, Joshua Reibert, Dennis Gehrmann, Christian Haertel, Daniel Staegemann, Klaus Turowski
2025 — conf
Elevating Data Science Maturity: Toward a Process Model that Harnesses MLOps.
IC3K (KEOD/KMIS)
Christian Haertel, Daniel Staegemann, Matthias Pohl, Klaus Turowski
2025 — conf
Enterprise-Architecture-Data-Science Modeling Framework for Data Asset Valuation.
PoEM Companion
Matthias Pohl
2025 — conf
Examining the Impact of Cloud Computing on Organizational Performance: A Systematic Literature Review.
ICEIS (1)
Vincent Donat, Christian Haertel, Daniel Staegemann, Christian Daase, Matthias Pohl, Dirk Dreschel, Damanpreet Singh Walia, Klaus Turowski
2025 Misc conf
FoxBench: Benchmark for n-Dimensional Array File Formats in Data Analytics Environments.
BTW
Arne Osterthun, Matthias Pohl
2025 — conf
How did the Emergence of ChatGPT Impact Stack Overflow? - A Literature Review.
ISD
Daniel Staegemann, Mariia Rizun, Christian Haertel, Matthias Pohl, Christian Daase, Klaus Turowski
2025 B conf
Integration of Data Science Projects in Enterprise Architecture Modeling.
EDOC
Matthias Pohl, Christian Haertel, Daniel Staegemann, Klaus Turowski
2025 C conf
Interactive Visualization Notebooks: A Use Case in Space Weather Exploration.
VINCI
Joshua Reibert, Matthias Pohl
2025 — conf
Performance Improvement of Information Systems with File-based Data Storage.
ISD
Matthias Pohl, Paul Langisch, Christian Haertel, Daniel Staegemann, Klaus Turowski
2025 — conf
The Added Value of Data Science in Organizations - A Value Network Model Approach.
BIR
Matthias Pohl, Christian Haertel, Daniel Staegemann, Klaus Turowski
2025 — conf
Toward a DataOps Framework for Enhancing Data Quality in Data Science.
ISD
Christian Haertel, Kunal Sanjay Sagavakar, Daniel Staegemann, Matthias Pohl, Matthias Volk, Klaus Turowski
2025 — conf
Trusted Provenance with Blockchain Technology: A Systematic Literature Review.
SWQD
Steven Kocadag, Matthias Pohl, Andreas Schreiber
2024 — conf
A Methodology for Constructing Patterns for the Management of Data Science Projects.
ICEIS (1)
Christian Haertel, Sarah Schramm, Matthias Pohl, Sascha Bosse, Daniel Staegemann, Christian Daase, Klaus Turowski
2024 J jnl
Asynchronous I/O - With Great Power Comes Great Responsibility.
CoRR
Constantin Pestka, Marcus Paradies, Matthias Pohl
2024 B conf
Categorization of Data Analytics Projects in Smart Manufacturing.
IEEE Big Data
Matthias Pohl, Christian Haertel, Daniel Staegemann, Klaus Turowski
2024 — conf
Challenges in Data Science Project Management: A Case Study in a European OEM.
AMCIS
Christian Haertel, Vincent Donat, Daniel Staegemann, Matthias Pohl, Klaus Turowski
2024 — conf
Customer Identity Management in Health Insurance with Blockchain Technology: A Literature Review.
BIOSTEC (2)
Matthias Pohl, Hannah Giegold, Christian Haertel, Daniel Staegemann, Klaus Turowski
2024 B conf
Data Lakehouse for Time Series Data: A Systematic Literature Review.
IEEE Big Data
Matthias Pohl, Nathira Dharindri Wijemanne, Daniel Staegemann, Christian Haertel, Christian Daase, Dirk Dreschel, Damanpreet Singh Walia, Arne Osterthun, Joshua Reibert, Klaus Turowski
2024 C conf
Optimal Model Placement in Heterogeneous Edge AI Environments.
ISM
Bara Al-Bataineh, Marcus Paradies, Marta Dembska, Matthias Pohl
2024 B conf
Toward Improved Knowledge Retention: A Template for Describing Data Science Projects.
IEEE Big Data
Christian Haertel, Daniel Staegemann, Matthias Pohl, Christian Daase, Klaus Turowski
2023 — conf
A Meta-Review on the Use of Artificial Intelligence in the Context of Electrical Power Grid Operators.
ICINCO (1)
Daniel Staegemann, Christian Haertel, Christian Daase, Matthias Pohl, Klaus Turowski
2023 — conf
A Survey of Technology Selection Approaches in Data Science Projects.
AMCIS
Christian Haertel, Matthias Pohl, Abdulrahman Nahhas, Daniel Staegemann, Klaus Turowski
2023 — conf
Achieving Competitive Advantages Through Situation-Aware Big Data Engineering - When (Not) to Use Test Driven Development.
AMCIS
Daniel Staegemann, Matthias Volk, Matthias Pohl, Christian Haertel, Naoum Jamous, Klaus Turowski
2023 — conf
An Overview of the Approaches for Generating Test Data in the Context of the Quality Assurance of Big Data Applications.
SITIS
Daniel Staegemann, Matthias Pohl, Christian Haertel, Christian Daase, Mohammad Abdallah, Klaus Turowski
2023 — conf
Contrasting the Necessary Skills of Leaders in Classical and Agile Software Development.
ISD
Daniel Staegemann, Natalie Schröder, Christian Daase, Christian Haertel, Matthias Pohl, Robert Häusler, Johannes Hintsch, Klaus Turowski
2023 — conf
Data Valuation Methods - A Literature Review.
AMCIS
Matthias Pohl, Christian Haertel, Daniel Staegemann, Klaus Turowski
2023 — conf
Decentralised Autonomous Management of an Association Through Smart Contracts According to German Legislation.
ICEIS (1)
Matthias Pohl, René Degenkolbe, Daniel Gunnar Staegemann, Klaus Turowski
2023 B conf
MLOps in Data Science Projects: A Review.
IEEE Big Data
Christian Haertel, Daniel Staegemann, Christian Daase, Matthias Pohl, Abdulrahman Nahhas, Klaus Turowski
2023 — conf
The Linkage to Business Goals in Data Science Projects.
ACIS
Matthias Pohl, Christian Haertel, Daniel Staegemann, Klaus Turowski
2023 — conf
Toward Standardization and Automation of Data Science Projects: MLOps and Cloud Computing as Facilitators.
KMIS
Christian Haertel, Christian Daase, Daniel Staegemann, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski
2023 — conf
Value Creation from Data Science Applications - A Literature Review.
BIR
Matthias Pohl, Christian Haertel, Klaus Turowski
2022 J jnl
A Literature Review on the Challenges of Applying Test-Driven Development in Software Engineering.
Complex Syst. Informatics Model. Q.
Daniel Staegemann, Matthias Volk, Maneendra Perera, Christian Haertel, Matthias Pohl, Christian Daase, Klaus Turowski
2022 — conf
Facilitating the Decentralisation of Software Development Projects from a Project Management Perspective: A Literature Review.
FEMIB
Sven Timmermann, Daniel Staegemann, Matthias Volk, Matthias Pohl, Christian Haertel, Johannes Hintsch, Klaus Turowski
2022 B conf
Project Artifacts for the Data Science Lifecycle: A Comprehensive Overview.
IEEE Big Data
Christian Haertel, Matthias Pohl, Daniel Staegemann, Klaus Turowski
2022 — conf
The Performance Benefit of Data Analytics Applications.
ANT/EDI40
Matthias Pohl, Daniel Gunnar Staegemann, Klaus Turowski
2022 — conf
Toward A Lifecycle for Data Science: A Literature Review of Data Science Process Models.
PACIS
Christian Haertel, Matthias Pohl, Abdulrahman Nahhas, Daniel Staegemann, Klaus Turowski
2021 — conf
A Concept for the Use of Chatbots to Provide the Public with Vital Information in Crisis Situations.
ICICT (2)
Daniel Staegemann, Matthias Volk, Christian Daase, Matthias Pohl, Klaus Turowski
2021 C conf
A Preliminary Overview of the Situation in Big Data Testing.
IoTBDS
Daniel Staegemann, Matthias Volk, Matthias Pohl, Robert Häusler, Abdulrahman Nahhas, Mohammad Abdallah, Klaus Turowski
2021 — conf
Applying Test Driven Development in the Big Data Domain - Lessons From the Literature.
ICIT
Daniel Staegemann, Matthias Volk, Erik Lautenschläger, Matthias Pohl, Mohammad Abdallah, Klaus Turowski
2021 C conf
Challenges in Data Acquisition and Management in Big Data Environments.
IoTBDS
Daniel Staegemann, Matthias Volk, Akanksha Saxena, Matthias Pohl, Abdulrahman Nahhas, Robert Häusler, Mohammad Abdallah, Sascha Bosse, Naoum Jamous, Klaus Turowski
2021 C conf
Comparative analysis of machine learning models for anomaly detection in manufacturing.
ISM
Andrey Kharitonov, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski
2021 J jnl
Methodological Case Study Approach for Detecting Business Model Enablers in Copycat Ventures.
Int. J. Organ. Collect. Intell.
Christian Haertel, Matthias Pohl, Sascha Bosse, Robert Häusler, Abdulrahman Nahhas, Daniel Staegemann, Matthias Volk, Klaus Turowski
2020 — conf
Application of NLP to determine the State of Issues in Bug Tracking Systems.
ICDM (Workshops)
Matthias Pohl, Ali Hashaam, Sascha Bosse, Daniel Gunnar Staegemann, Matthias Volk, Frederik Kramer, Klaus Turowski
2020 C conf
Classifying Big Data Taxonomies: A Systematic Literature Review.
IoTBDS
Daniel Staegemann, Matthias Volk, Alexandra Grube, Johannes Hintsch, Sascha Bosse, Robert Häusler, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski
2020 — conf
Comparative Study of e-Commerce Ventures: Copycat Enablers in Business Models.
FEMIB
Christian Haertel, Matthias Pohl, Sascha Bosse, Robert Häusler, Abdulrahman Nahhas, Daniel Staegemann, Matthias Volk, Klaus Turowski
2020 C conf
Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis.
IoTBDS
Daniel Staegemann, Matthias Volk, Tuan Vu, Sascha Bosse, Robert Häusler, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski
2020 — conf
Enterprise architecture's effects on organizations' ability to adopt artificial intelligence - A Resource-based perspective.
ECIS
Philipp Stecher, Matthias Pohl, Klaus Turowski
2020 J jnl
Providing Clarity on Big Data Technologies: The BDTOnto Ontology.
Int. J. Intell. Inf. Technol.
Matthias Volk, Daniel Staegemann, Naoum Jamous, Matthias Pohl, Klaus Turowski
2020 — conf
Towards a Blockchain Technology Framework - Literature Review on components in blockchain implementations.
ACIS
Matthias Pohl, René Degenkolbe, Daniel Staegemann, Klaus Turowski
2019 C conf
Challenging Big Data Engineering: Positioning of Current and Future Development.
IoTBDS
Matthias Volk, Daniel Staegemann, Matthias Pohl, Klaus Turowski
2019 C conf
Proof of Provision: Improving Blockchain Technology by Cloud Computing.
CLOSER
Matthias Pohl, Abdulrahman Nahhas, Sascha Bosse, Klaus Turowski
2019 C conf
Toward an Autonomic and Adaptive Load Management Strategy for Reducing Energy Consumption under Performance Constraints in Data Centers.
CLOSER
Abdulrahman Nahhas, Sascha Bosse, Matthias Pohl, Klaus Turowski
2019 C conf
Towards an Automated Optimization-as-a-Service Concept.
IoTBDS
Sascha Bosse, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski
2018 C conf
A Data-Science-as-a-Service Model.
CLOSER
Matthias Pohl, Sascha Bosse, Klaus Turowski
2018 — conf
Classifying Big Data Technologies - An Ontology-based Approach.
AMCIS
Matthias Volk, Matthias Pohl, Klaus Turowski
2018 C conf
Internet of Things Middleware: How Suitable are Service-oriented Architecture and Resource-oriented Architecture.
IoTBDS
Janick Kubela, Matthias Pohl, Sascha Bosse, Klaus Turowski
2018 — conf
Performance Evaluation of Application Layer Protocols for the Internet-of-Things.
ES
Matthias Pohl, Janick Kubela, Sascha Bosse, Klaus Turowski
2017 C conf
A Holistic View of the IoT Process from Sensors to the Business Value.
IoTBDS
Ateeq Khan, Matthias Pohl, Sascha Bosse, Stefan Willi Hart, Klaus Turowski
2017 — conf
An Evaluation of Variability Mechanisms to Manage Cloud Services.
ICE-B
Ateeq Khan, Matthias Pohl, Veit Köppen, Gunter Saake, Klaus Turowski
2017 — conf
Capacity Planning as a Service for Enterprise Standard Software.
CBI (1)
Hendrik Müller, Sascha Bosse, Matthias Pohl, Klaus Turowski
2014 B conf
An efficient FPGA-based hardware framework for natural feature extraction and related Computer Vision tasks.
FPL
Matthias Pohl, Michael Schaeferling, Gundolf Kiefer
2014 J jnl
Leveraging polynomial approximation for non-linear image transformations in real time.
Comput. Electr. Eng.
Matthias Pohl, Michael Schaeferling, Gundolf Kiefer, Plamen Petrow, Egmont Woitzel, Frank Papenfuß
2012 — conf
An efficient and scalable architecture for real-time distortion removal and rectification of live camera images.
ReConFig
Matthias Pohl, Michael Schaeferling, Gundolf Kiefer, Plamen Petrow, Egmont Woitzel, Frank Papenfuss
2010 — conf
Profiling linked open data with ProLOD.
ICDE Workshops
Christoph Böhm, Felix Naumann, Ziawasch Abedjan, Dandy Fenz, Toni Grütze, Daniel Hefenbrock, Matthias Pohl, David Sonnabend