World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
55
Citations
12217
World Ranking
4311
National Ranking
2026

Overview

Andreas Paepcke is affiliated with Stanford University in the United States and conducts research primarily in the field of Computer Science. Their work spans several subfields, including Computer Science Applications, Developmental Biology, Signal Processing, Statistics and Probability, and Artificial Intelligence.

The main topics addressed in Paepcke's research include:

  • Online Learning and Analytics
  • Animal Vocal Communication and Behavior
  • Advanced Causal Inference Techniques
  • Explainable Artificial Intelligence (XAI)
  • Marine animal studies overview
  • Primate Behavior and Ecology
  • Music and Audio Processing

Paepcke has contributed to several recent publications, including:

  • "Ambiguous Credentials: How Learners Use and Make Sense of Massively Open Online Courses," 2021, published in The Journal of Higher Education
  • "Forecasting Undergraduate Majors: A Natural Language Approach," 2022, published in AERA Open
  • "Deployment of Embedded Edge-AI for Wildlife Monitoring in Remote Regions," 2021, presented at the 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)
  • "Curriculum Learning to Handle Extreme Class Imbalance for Acoustic Modeling of Forest Elephant Calls," 2021, also presented at the 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Frequent publication venues for their work include:

  • 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)
  • The Journal of Higher Education
  • AERA Open

Paepcke has collaborated often with the following coauthors:

  • Mitchell L. Stevens
  • Peter H. Wrege
  • Krystal Laryea
  • Kathy Mirzaei
  • David Lang

The research scope of Paepcke includes interdisciplinary approaches that combine machine learning, acoustic signal processing, and behavioral studies, particularly focused on wildlife monitoring and educational analytics. This multidisciplinary engagement is reflected in the diversity of publication venues and topics covered.

Best Publications

  • Searching the Web

    Arvind Arasu;Junghoo Cho;Hector Garcia-Molina;Andreas Paepcke

  • Wrangler: interactive visual specification of data transformation scripts

    Sean Kandel;Andreas Paepcke;Joseph Hellerstein;Jeffrey Heer

  • Time as essence for photo browsing through personal digital libraries

    Adrian Graham;Hector Garcia-Molina;Andreas Paepcke;Terry Winograd

  • Enterprise Data Analysis and Visualization: An Interview Study

    S. Kandel;A. Paepcke;J. M. Hellerstein;J. Heer

  • The Stanford Digital Library Metadata Architecture

    Michelle Baldonado;Chen Chuan K. Chang;Luis Gravano;Andreas Paepcke

  • Power browser: efficient Web browsing for PDAs

    Orkut Buyukkokten;Hector Garcia-Molina;Andreas Paepcke;Terry Winograd

  • Seeing the whole in parts: text summarization for web browsing on handheld devices

    Orkut Buyukkokten;Hector Garcia-Molina;Andreas Paepcke

  • Cooperative gestures: multi-user gestural interactions for co-located groupware

    Meredith Ringel Morris;Anqi Huang;Andreas Paepcke;Terry Winograd

  • Automatic organization for digital photographs with geographic coordinates

    Mor Naaman;Yee Jiun Song;Andreas Paepcke;Hector Garcia-Molina

  • ButterflyNet: a mobile capture and access system for field biology research

    Ron Yeh;Chunyuan Liao;Scott Klemmer;François Guimbretière

  • STARTS: Stanford proposal for Internet meta-searching

    Luis Gravano;Chen-Chuan K. Chang;Héctor García-Molina;Andreas Paepcke

  • WebBase: a repository of Web pages

    Jun Hirai;Sriram Raghavan;Hector Garcia-Molina;Andreas Paepcke

  • Profiler: integrated statistical analysis and visualization for data quality assessment

    Sean Kandel;Ravi Parikh;Andreas Paepcke;Joseph M. Hellerstein

  • EyePoint: practical pointing and selection using gaze and keyboard

    Manu Kumar;Andreas Paepcke;Terry Winograd

  • Interoperability for digital libraries worldwide

    Andreas Paepcke;Chen-Chuan K. Chang;Terry Winograd;Héctor García-Molina

  • SpotSigs: robust and efficient near duplicate detection in large web collections

    Martin Theobald;Jonathan Siddharth;Andreas Paepcke

  • Context data in geo-referenced digital photo collections

    Mor Naaman;Susumu Harada;QianYing Wang;Hector Garcia-Molina

  • Accordion summarization for end-game browsing on PDAs and cellular phones

    Orkut Buyukkokten;Hector Garcia-Molina;Andreas Paepcke

  • Efficient web browsing on handheld devices using page and form summarization.

    Orkut Buyukkokten;Oliver Kaljuvee;Hector Garcia-Molina;Andreas Paepcke

  • Leveraging context to resolve identity in photo albums

    Mor Naaman;Ron B. Yeh;Hector Garcia-Molina;Andreas Paepcke

Frequent Co-Authors

Hector Garcia-Molina
Hector Garcia-Molina Stanford University
Terry Winograd
Terry Winograd Stanford University
Mor Naaman
Mor Naaman Cornell University
Meredith Ringel Morris
Meredith Ringel Morris Google (United States)
Luis Gravano
Luis Gravano Columbia University
Joseph M. Hellerstein
Joseph M. Hellerstein University of California, Berkeley
Kevin Chen-Chuan Chang
Kevin Chen-Chuan Chang University of Illinois at Urbana-Champaign
Jeffrey Heer
Jeffrey Heer University of Washington
Scott R. Klemmer
Scott R. Klemmer University of California, San Diego
Jeffrey D. Ullman
Jeffrey D. Ullman Stanford University

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