Carsten Lanquillon

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 16

Top Venues

Otto-von-Guericke University Magdeburg, Germany (PHD)

Education History

Otto-von-Guericke University Magdeburg, Germany

PHD

Publications

Carsten Wittenberg, Sabine Boos, Felix Harst, Carsten Lanquillon, Morris Ohrnberger, Nicholas Schloer, Fabian Schoch, Nicolaj C. Stache
Unlocking Operational Clarity: The Integration of Artificial Intelligence, Digital Twins, and Mixed Reality in Production for Enhanced User Transparency. HCI (52) (2024)
Tobias Schmieg, Carsten Lanquillon
Time Series Representation Learning: A Survey on Deep Learning Techniques for Time Series Forecasting. HCI (51) (2024)
Dominik Buhl, Carsten Lanquillon
Challenges of Machine Failure Prediction with Product Data - A Case Study. HCI (52) (2024)
Mahsa Fischer, Carsten Lanquillon
Evaluation of Generative AI-Assisted Software Design and Engineering: A User-Centered Approach. HCI (51) (2024)
Nicholas Schloer, Sabine Boos, Felix Harst, Carsten Lanquillon, Morris Ohrnberger, Fabian Schoch, Nicolaj C. Stache, Carsten Wittenberg
Optimizing the Industrial Human-Machine Interface: Holographic Surfaces and Their Role in Anomaly Detection. HCI (62) (2024)
Laslo Welz, Carsten Lanquillon
Enhancing Large Language Models Through External Domain Knowledge. HCI (53) (2024)
Johannes Bubeck, Janick Greinacher, Yannik A. Langer, Tobias Roth, Carsten Lanquillon
Towards Developing an Agent-Based Framework for Validating the Trustworthiness of Large Language Models. ICAART (3) (2024)
Hendrik Roth, Carsten Lanquillon
ALISE: An Automated Literature Screening Engine for Research. ICAART (2) (2024)
Dominik Buhl, Daniel Szafarski, Laslo Welz, Carsten Lanquillon
Conversation-Driven Refinement of Knowledge Graphs: True Active Learning with Humans in the Chatbot Application Loop. HCI (41) (2023)
Carsten Wittenberg, Sabine Boos, Felix Harst, Carsten Lanquillon, Morris Ohrnberger, Nicholas Schloer, Fabian Schoch, Nicolaj C. Stache
User Transparency of Artificial Intelligence and Digital Twins in Production - Research on Lead Applications and the Transfer to Industry. HCI (41) (2023)
Sigurd Schacht, Sudarshan Kamath Barkur, Carsten Lanquillon
PromptIE - Information Extraction with Prompt-Engineering and Large Language Models. HCI (47) (2023)
Vanessa Mehlin, Sigurd Schacht, Carsten Lanquillon
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle. CoRR (2023)
Sudarshan Kamath Barkur, Sigurd Schacht, Carsten Lanquillon
Knowledge-Grounded and Self-extending NER. HCI (47) (2023)
Victor Pontello, Helmut Beckmann, Carsten Lanquillon
Meta-learning approach for implementation of AI methods in the context of CRISP-DM with case studies from master data management. ICE/ITMC (2021)
Michael Schulz, Uwe Neuhaus, Jens Kaufmann, Daniel Badura, Stephan Kühnel, Wolfgang Badewitz, David Dann, Simon Kloker, Emal M. Alekozai, Carsten Lanquillon
Introducing DASC-PM: A Data Science Process Model. ACIS (2020)
Carsten Lanquillon, Sigurd Schacht
A big data change detection system. DEC (2016)
Steffen Fritzsche, Markus Müller, Carsten Lanquillon
Interactive Quality Analysis in the Automotive Industry: Concept and Design of an Interactive, Web-Based Data Mining Application. ICEIS (2009)
Axel Blumenstock, Franz Schweiggert, Markus Müller, Carsten Lanquillon
Rule cubes for causal investigations. Knowl. Inf. Syst. 18 (1) (2009)
Steffen Kempe, Jochen Hipp, Carsten Lanquillon, Rudolf Kruse
Mining Frequent Temporal Patterns in Interval Sequences. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 16 (5) (2008)
Carsten Lanquillon
Enhancing Text Classification to Improve Information Filtering. Künstliche Intell. 16 (2) (2002)
Carsten Lanquillon
Partially Supervised Text Classification: Combining Labeled and Unlabeled Documents Using an EM-like Scheme. ECML (2000)
Carsten Lanquillon
Learning from Labeled and Unlabeled Documents: A Comparative Study on Semi-Supervised Text Classification. PKDD (2000)
Kai Bartlmae, Carsten Lanquillon
A KDD Experience Factory: Using Textual CBR for Reusing Lessons Learned. DEXA (2000)
Carsten Lanquillon
Evaluating Performance Indicators for Adaptive Information Filtering. ICSC (1999)
Carsten Lanquillon, Ingrid Renz
Adaptive Information Filtering: Detecting Changes in Text Streams. CIKM (1999)
Carsten Lanquillon
Dynamic aspects in neural classification. Intell. Syst. Account. Finance Manag. 8 (4) (1999)
Gholamreza Nakhaeizadeh, Charles C. Taylor, Carsten Lanquillon
Evaluating Usefulness for Dynamic Classification. KDD (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carsten Lanquillon