Lidia Contreras-Ochando

Artificial Intelligence · 2021–2022

A researcher in the Science corpus: 2 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 9 citations into it

Whom Lidia Contreras-Ochando trusts overall

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

1. Judea Pearl
2. Rory Bunker

Papers from Lidia Contreras-Ochando's perspective

Ordered by how strongly the researchers Lidia Contreras-Ochando trusts endorse each paper. Same corpus, a different order for every researcher.

1. A Linear Non-Gaussian Acyclic Model for Causal Discovery
2. The Book of Why: The New Science of Cause and Effect
3. The end of theory: The data deluge makes the scientific method obsolete
4. Advances in Knowledge Discovery and Data Mining
5. Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms
6. Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
7. CRISP-DM 1.0: Step-by-step data mining guide
8. Data science and prediction (CACM)
9. Big Data, new epistemologies and paradigm shifts
10. The seven tools of causal inference, with reflections on machine learning

Their papers

• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models (2022) — 2,561 citations
• CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories (2021) — 337 citations