Everything about Interpretation

🧭 Start here: a 6-step reading path

1. Read the overview: InterpretationA 5-minute orientation
2. Skim a recent paper: MetaboAnalyst 6.0: towards a unified platform for metabolomics data processing, analysis and interpretationInfluential work since 2022
3. Pick up a classic book: Ἀπολογία ΣωκράτουςThe most-reprinted book on the subject
4. Read the landmark paper: Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular PathologyCited 30,803 times
5. Go sideways: Interpretation (philosophy)A closely related topic
6. Go sideways: Interpretation (logic)A closely related topic

🏆 Landmark papers (most cited)

• Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology

  Sue Richards, Nazneen Aziz, Sherri Bale · 2015 · Genetics in Medicine · 30,803 citations

• Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

  Peter J. Rousseeuw · 1987 · Journal of Computational and Applied Mathematics · 19,283 citations

• Interpretation of Raman spectra of disordered and amorphous carbon

  A. C. Ferrari, J. Robertson · 2000 · Physical Review B · 15,295 citations

• Correlation Coefficients: Appropriate Use and Interpretation

  Patrick Schober, Christa Boer, Lothar A. Schwarte · 2018 · Anesthesia & Analgesia · 10,198 citations

• Toward a Model of Organizations as Interpretation Systems

  Richard L. Daft, Karl E. Weick · 1984 · The Academy of Management Review · 8,938 citations

• Trace Element Discrimination Diagrams for the Tectonic Interpretation of Granitic Rocks

  J. A. PEARCE, N. B. W. HARRIS, A. G. TINDLE · 1984 · Journal of Petrology · 7,193 citations

• SEVEN-YEARWILKINSON MICROWAVE ANISOTROPY PROBE(WMAP) OBSERVATIONS: COSMOLOGICAL INTERPRETATION

  E. Komatsu, K. M. Smith, J. Dunkley · 2011 · The Astrophysical Journal Supplement Series · 7,070 citations

• Heart rate variability: Standards of measurement, physiological interpretation, and clinical use

  M. Malik, J. T. Bigger, A. J. Camm · 1996 · European Heart Journal · 6,101 citations

🆕 Influential since 2022

• MetaboAnalyst 6.0: towards a unified platform for metabolomics data processing, analysis and interpretation

  Zhiqiang Pang, Yao Lu, Guangyan Zhou · 2024 · Nucleic Acids Research · 2,604 citations

• Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost

  Ziqi Li · 2022 · Computers, Environment and Urban Systems · 1,243 citations

• Interpretation of Oxygen 1s X-ray Photoelectron Spectroscopy of ZnO

  Terry J. Frankcombe, Yun Liu · 2023 · Chemistry of Materials · 993 citations

• SynergyFinder 3.0: an interactive analysis and consensus interpretation of multi-drug synergies across multiple samples

  Aleksandr Ianevski, Anil K Giri, Tero Aittokallio · 2022 · Nucleic Acids Research · 884 citations

• ggtranscript : an R package for the visualization and interpretation of transcript isoforms using ggplot2

  Emil K Gustavsson, David Zhang, Regina H Reynolds · 2022 · Bioinformatics · 768 citations

📚 Books worth reading

• Ἀπολογία ΣωκράτουςPlato · 1675
• Das SchloßFranz Kafka · 1926
• Die TraumdeutungSigmund Freud · 1899
• Veinte poemas de amor y una canción desesperadaPablo Neruda · 1924
• Modern paintersJohn Ruskin · 1843
• Literature and dogmaMatthew Arnold · 1873
• Zur psychopathologie des alltagslebens (The psychopathology of everyday life)Sigmund Freud · 1904
• Jugend ohne GottÖdön von Horváth · 1938

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Interpretation (philosophy) Philosophical interpretation is the process of assigning meaning to concepts, texts, experiences, or symbols to uncover deeper, often hidden, understanding…
• Interpretation (logic) An interpretation is an assignment of meaning to the symbols of a formal language. Many formal languages used in mathematics, logic, and theoretical computer…
• Axiom An axiom, postulate, or assumption, is a statement that is taken to be true, to serve as a premise or starting point for further reasoning and arguments…
• Interpretations of quantum mechanics An interpretation of quantum mechanics is an attempt to explain how the mathematical theory of quantum mechanics might correspond to experienced reality…
• Outline of logic Logic is the formal science of using reason and is considered a branch of both philosophy and mathematics and to a lesser extent computer science. Logic…
• First-order logic In mathematics, philosophy, linguistics, and computer science, first-order logic (FOL), also called predicate logic, predicate calculus, or quantificational…
• Notation system Look up notation system in Wiktionary, the free dictionary. In linguistics and semiotics, a notation system is a system of graphics or symbols, characters…
• Non-logical symbol In mathematical logic, especially model theory, non-logical symbols are elements of a formal language whose interpretation may change depending on the…