Finding a "Kneedle" in a Haystack: Detecting Knee Points in System Behavior

By Ville A. Satopaa, Jeannie R. Albrecht, David E. Irwin, Barath Raghavan. 2011

1,283 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Computer Vision and Pattern Recognition, Statistics and Probability, Signal Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Networks and Communications

1. Christopher R'e
2. Stephen H. Bach

In Computer Vision and Pattern Recognition

1. Christopher R'e
2. Alexander J. Ratner
3. Sen Wu
4. Henry R. Ehrenberg
5. Stephen H. Bach
6. Jason Alan Fries
7. Sergey Ovchinnikov
8. Arne Elofsson

In Statistics and Probability

1. Alexander J. Ratner
2. Sen Wu
3. Norman E. Davey
4. Christopher R'e
5. Bálint Mészáros
6. Stephen H. Bach
7. Sebastian U. Stich

In Signal Processing

1. Christopher R'e
2. Alexander J. Ratner
3. Henry R. Ehrenberg
4. Stephen H. Bach
5. Sen Wu
6. Arne Elofsson
7. Paroma Varma

Citations in the corpus

• Snorkel: Rapid Training Data Creation with Weak Supervision (2017, methodology): “We use the point with greatest absolute difference from its neighbors, but more sophisticated schemes can also be applied [43].”
• Snorkel: rapid training data creation with weak supervision (2019, methodology): “We use the point with greatest absolute difference from its neighbors, butmore sophisticated schemes can also be applied [51].”
• A structural biology community assessment of AlphaFold2 applications (2021, methodology): “For topic analysis, we assigned proteins to each topic using knee detection with a weight cut-off 65 .”