Everything about The Box

🧭 Start here: a 6-step reading path

1. Read the overview: The BoxA 5-minute orientation
2. Skim a recent paper: Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyondInfluential work since 2022
3. Pick up a classic book: 1977 census of manufacturesThe most-reprinted book on the subject
4. Read the landmark paper: Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)Cited 5,801 times
5. Go sideways: GotchaA closely related topic
6. Go sideways: Utopia (disambiguation)A closely related topic

🏆 Landmark papers (most cited)

• Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)

  Amina Adadi, Mohammed Berrada · 2018 · IEEE Access · 5,801 citations

• Charge-insensitive qubit design derived from the Cooper pair box

  Jens Koch, Terri M. Yu, Jay Gambetta · 2007 · Physical Review A · 3,207 citations

• Box-Behnken design: An alternative for the optimization of analytical methods

  S.L.C. Ferreira, R.E. Bruns, H.S. Ferreira · 2007 · Analytica Chimica Acta · 2,978 citations

• Managing Firm Resources in Dynamic Environments to Create Value: Looking Inside the Black Box

  David G. Sirmon, Michael A. Hitt, R. Duane Ireland · 2007 · Academy of Management Review · 2,936 citations

• Opening the black box: an open‐source release of Maxent

  Steven J. Phillips, Robert P. Anderson, Miroslav Dudík · 2017 · Ecography · 2,737 citations

• Biological interactions between polysaccharides and divalent cations: The egg‐box model

  Gregor T. Grant, Edwin R. Morris, David A. Rees · 1973 · FEBS Letters · 2,604 citations

• Protacs: Chimeric molecules that target proteins to the Skp1–Cullin–F box complex for ubiquitination and degradation

  Kathleen M. Sakamoto, Kyung B. Kim, Akiko Kumagai · 2001 · Proceedings of the National Academy of Sciences · 2,547 citations

• Inside the Black Box: The Credit Channel of Monetary Policy Transmission

  Ben S Bernanke, Mark Gertler · 1995 · Journal of Economic Perspectives · 2,402 citations

🆕 Influential since 2022

• Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond

  Guang Yang, Qinghao Ye, Jun Xia · 2022 · Information Fusion · 696 citations

• Opening the Black Box: The Promise and Limitations of Explainable Machine Learning in Cardiology

  Jeremy Petch, Shuang Di, Walter Nelson · 2022 · Canadian Journal of Cardiology · 464 citations

• Learning to work with the black box: Pedagogy for a world with artificial intelligence

  Margaret Bearman, Rola Ajjawi · 2023 · British Journal of Educational Technology · 345 citations

• Methods for experimental design, central composite design and the Box–Behnken design, to optimise operational parameters: A review

  N. Szpisják-Gulyás, Aws N. Al-Tayawi, Zs. H. Horváth · 2023 · Acta Alimentaria · 327 citations

• Unlocking the black box: an in-depth review on interpretability, explainability, and reliability in deep learning

  Emrullah ŞAHiN, Naciye Nur Arslan, Durmuş Özdemir · 2024 · Neural Computing and Applications · 313 citations

📚 Books worth reading

• 1977 census of manufacturesUnited States. Bureau of the Census · 1979
• 📕Internal controlsUnited States. General Accounting Office · 1985
• 📕Sunset reviewMaryland. General Assembly. Dept. of Legislative Services. Office of Policy Analysis. · 1998
• The Murder RoomMichael Capuzzo · 2008
• Attack of the JackRobert Lawrence Stine · 2017
• Smarty PantsJoy Cowley, Murray Grimsdale · 1980
• Freddy and the perilous adventureWalter R. Brooks, Kurt Wiese · 1942
• Jack And The BoxArt Spiegelman · 2008

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

🔗 Related topics

• Gotcha Look up gotcha in Wiktionary, the free dictionary. Gotcha, a colloquial contraction for "got you" (got ya), may refer to: Gotcha! (film), a 1985 film starring…
• Utopia (disambiguation) Look up Utopia, utopia, or utopian in Wiktionary, the free dictionary. A utopia is an imagined community or society that possesses highly desirable or…
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• Red (disambiguation) Look up RED, Red, or red in Wiktionary, the free dictionary. Red is a color. Red or RED may also refer to: Red (manga), 2006, by Sanae Rokuya Red (WildStorm)…
• Big Look up BIG or big in Wiktionary, the free dictionary. Big or BIG may refer to: Big, of great size or degree Big (film), a 1988 fantasy-comedy film starring…
• Go Look up Go, GO, go, gō, or Appendix:Variations of "go" in Wiktionary, the free dictionary. Go, GO, G.O., or Go! may refer to: Go (game), for two players…