Gerardo Hermosillo

Artificial Intelligence · 2009–2010

A researcher in the Science corpus: 2 papers; trusts 2 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 9 citations into it; #23,084 of 35,345 by trust here, #9,760 by citations

Whom Gerardo Hermosillo trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Eibe Frank

Who trusts Gerardo Hermosillo overall

1. Jakramate Bootkrajang

Papers from Gerardo Hermosillo's perspective

Ordered by how strongly the researchers Gerardo Hermosillo trusts endorse each paper. Same corpus, a different order for every researcher.

1. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
2. Utility data annotation with Amazon Mechanical Turk
3. Maximum Likelihood Estimation of Observer Error‐Rates Using the EM Algorithm
4. Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language Tasks
5. Learning with Multiple Labels (Neural Information Processing Systems)
6. Learning with an unreliable teacher
7. Get another label? improving data quality and data mining using multiple, noisy labelers
8. Supervised learning from multiple experts: whom to trust when everyone lies a bit (International Conference on Machine Learning)
9. Simultaneous truth and performance level estimation (STAPLE): an algorithm for the validation of image segmentation (IEEE Transactions on Medical Imaging)
10. A Simple Approach to Ordinal Classification (European Conference on Machine Learning)

Their papers

• Learning From Crowds (2010) — 1,543 citations
• Supervised learning from multiple experts: whom to trust when everyone lies a bit (2009) — 391 citations