000 01042nam a2200301 i 4500
999 _c102358
_d102364
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020 _a9781617296741
_qpaperback
040 _aUMPSA
_beng
_cUMPSA
_erda
090 _aQ325.5 .M66 2021
100 1 _aMonarch, Robert (Munro),
_eauthor.
245 1 0 _aHuman‑in‑the‑loop machine learning :
_bactive learning and annotation for human‑centered AI /
_cRobert (Munro) Monarch
264 1 _aNew York :
_bManning Publications Co.,
_c2021
264 4 _c© 2021
300 _axxiv, 398 pages :
_billustrations ;
_c23 cm.
336 _2rdacontent
_atext
337 _2rdamedia
_aunmediated
338 _2rdacarrier
_avolume
504 _aIncludes bibliographical references and index
650 0 _aMachine learning
_xActive learning
650 0 _aData annotation
_xQuality control
650 0 _aHuman‑computer interaction
650 0 _aArtificial intelligence applications
942 _2lcc
_cOPEN