World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
62
Citations
19076
World Ranking
2858
National Ranking
130

Research.com Recognitions

  • 1994 - German National Academy of Sciences Leopoldina - Deutsche Akademie der Naturforscher Leopoldina – Nationale Akademie der Wissenschaften History of Science and Medicine

Overview

Christoph Meinel is affiliated with the Hasso Plattner Institute in Germany. Their academic work spans multiple fields and topics mainly related to computer science and psychology, with significant contributions in subfields such as artificial intelligence, computer vision and pattern recognition, information systems, computer science applications, and experimental and cognitive psychology.

They have contributed extensively to research on various topics including:

  • Online Learning and Analytics
  • Network Security and Intrusion Detection
  • Topic Modeling
  • Creativity in Education and Neuroscience
  • Privacy-Preserving Technologies in Data
  • Advanced Malware Detection Techniques
  • Multimodal Machine Learning Applications

Their recent publications include:

  • "MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?" (2020, arXiv (Cornell University))
  • "CloudStrike: Chaos Engineering for Security and Resiliency in Cloud Infrastructure" (2020, IEEE Access)
  • "Continuous auditing and threat detection in multi-cloud infrastructure" (2020, Computers & Security)
  • "Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?" (2021, arXiv (Cornell University))
  • "Creative metacognition in design thinking: exploring theories, educational practices, and their implications for measurement" (2023, Frontiers in Psychology)

Frequent collaborators in their work include Haojin Yang, Sebastian Serth, Anne V. D. M. Kayem, Feng Cheng, and Alexander Mühle.

The venues where they commonly publish consist of:

  • arXiv (Cornell University)
  • Computers & Security
  • Frontiers in Education
  • IEEE Access
  • Creativity Research Journal

Christoph Meinel has also contributed to book publications with Springer International Publishing, specifically in the series "Design Thinking Research" with multiple editions in 2021 and 2022.

Their research career includes recognition by the German National Academy of Sciences Leopoldina in 1994 for contributions under the category of History of Science and Medicine.

Best Publications

  • Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

    Spyridon Bakas;Mauricio Reyes;Andras Jakab;Stefan Bauer

  • Transforming Constructivist Learning into Action: Design Thinking in Education.

    Andrea Scheer;Christine Noweski;Christoph Meinel

  • Design Thinking: Understand - Improve - Apply

    Hasso Plattner;Christoph Meinel;Larry Leifer

  • Algorithms and Data Structures in VLSI Design: OBDD - Foundations and Applications

    Christoph Meinel;Thorsten Theobald

  • A survey on essential components of a self-sovereign identity

    Alexander Mühle;Andreas Grüner;Tatiana Gayvoronskaya;Christoph Meinel

  • Intrusion Detection in the Cloud

    Sebastian Roschke;Feng Cheng;Christoph Meinel

  • Image Captioning with Deep Bidirectional LSTMs

    Cheng Wang;Haojin Yang;Christian Bartz;Christoph Meinel

  • Infrastructure as a service security: Challenges and solutions

    Wesam Dawoud;Ibrahim Takouna;Christoph Meinel

  • Design Thinking: An Educational Model towards Creative Confidence

    Ingo Rauth;Eva Köppen;Birgit Jobst;Christoph Meinel

  • Web search personalization via social bookmarking and tagging

    Michael G. Noll;Christoph Meinel

  • Content Based Lecture Video Retrieval Using Speech and Video Text Information

    Haojin Yang;Christoph Meinel

  • Algorithms and data structures in VLSI design

    Christoph Meinel;Thorsten Theobald

  • Designing MOOCs for the Support of Multiple Learning Styles

    Franka Grünewald;Christoph Meinel;Michael Totschnig;Christian Willems

  • Design Thinking Research

    Christoph Meinel;Larry Leifer

  • Efficient Boolean manipulation with OBDD's can be extended to FBDD's

    J. Gergov;C. Meinel

  • Model-driven business process security requirement specification

    Christian Wolter;Michael Menzel;Andreas Schaad;Philip Miseldine

  • Design Thinking: A Fruitful Concept for IT Development?

    Tilmann Lindberg;Christoph Meinel;Ralf Wagner

  • A Conditional Adversarial Network for Semantic Segmentation of Brain Tumor

    Mina Rezaei;Konstantin Harmuth;Willi Gierke;Thomas Kellermeier

  • Advanced persistent threats: Behind the scenes

    Martin Ussath;David Jaeger;Feng Cheng;Christoph Meinel

  • Image Captioning with Deep Bidirectional LSTMs and Multi-Task Learning

    Cheng Wang;Haojin Yang;Christoph Meinel

  • Design Thinking: An Educational Model

    Ingo Rauth;Birgit Jobst;Eva Köppen;Christoph Meinel

  • Digital Communication : Communication, Multimedia, Security

    Christoph Meinel;Harald Sack

  • Deep Learning for Medical Image Analysis.

    Mina Rezaei;Haojin Yang;Christoph Meinel

Frequent Co-Authors

Thomas Engel
Thomas Engel University of Luxembourg
Larry Leifer
Larry Leifer Stanford University
Koen Van Leemput
Koen Van Leemput Harvard University
Arlindo L. Oliveira
Arlindo L. Oliveira University of Lisbon
Tom Vercauteren
Tom Vercauteren King's College London
Nigel Shadbolt
Nigel Shadbolt University of Oxford
Fabio Somenzi
Fabio Somenzi University of Colorado Boulder
William J. Clancey
William J. Clancey Florida Institute for Human and Machine Cognition
Martin H. Fischer
Martin H. Fischer University of Potsdam
Robert F. Miller
Robert F. Miller University College London

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