Lost in the Forest: Encoding categorical variables and the absent levels problem.

Adam N. H. Smith

Helen L. Smith Patrick J. Biggs Nigel French Adam N. H. Smith Jonathan C. Marshall Lost in the Forest: Encoding categorical variables and the absent levels problem. 1889-1908 2024 July 38 Data Min. Knowl. Discov. 4 https://doi.org/10.1007/s10618-024-01019-w db/journals/datamine/datamine38.html#SmithBFSM24 streams/journals/datamine

Helen L. Smith Patrick J. Biggs Nigel French Adam N. H. Smith Jonathan C. Marshall Out of (the) bag - encoding categorical predictors impacts out-of-bag samples. e2445 2024 10 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.2445 https://www.wikidata.org/entity/Q134891115 db/journals/peerj-cs/peerj-cs10.html#SmithBFSM24 streams/journals/peerj-cs

Nurudeen Adedayo Adegoke Saddam Akber Abbasi Adam N. H. Smith Marti J. Anderson Matthew D. M. Pawley A Multivariate Homogeneously Weighted Moving Average Control Chart. 9586-9597 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2891988 https://www.wikidata.org/entity/Q128629960 db/journals/access/access7.html#AdegokeASAP19

Nurudeen Adedayo Adegoke Adam N. H. Smith Marti J. Anderson Ridwan A. Sanusi Matthew D. M. Pawley Efficient Homogeneously Weighted Moving Average Chart for Monitoring Process Mean Using an Auxiliary Variable. 94021-94032 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2926533 db/journals/access/access7.html#AdegokeSASP19

Nurudeen Adedayo Adegoke Adam N. H. Smith Marti J. Anderson Saddam Akber Abbasi Matthew D. M. Pawley Shrinkage estimates of covariance matrices to improve the performance of multivariate cumulative sum control charts. 207-216 2018 117 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2018.02.008 db/journals/candie/candie117.html#AdegokeSAAP18

Nurudeen Adedayo Adegoke Muhammad Riaz 0001 Ridwan A. Sanusi Adam N. H. Smith Matthew D. M. Pawley EWMA-type scheme for monitoring location parameter using auxiliary information. 114-129 2017 114 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2017.10.013 https://www.wikidata.org/entity/Q118134507 db/journals/candie/candie114.html#AdegokeRSSP17

Saddam Akber Abbasi Nurudeen Adedayo Adegoke Marti J. Anderson Patrick J. Biggs Nigel French Jonathan C. Marshall Matthew D. M. Pawley Muhammad Riaz 0001 Ridwan A. Sanusi Helen L. Smith