TY - GEN
T1 - Identiflability of subspaces and homomorphic images of zero-reversible languages
AU - Kobayashi, Satoshi
AU - Yokomori, Takashi
PY - 1997
Y1 - 1997
N2 - In this paper, we study two operations of taking subspaces and homomorphic images of identifiable concept classes from positive data. We give sufficient conditions for the identifiable classes to be identifiable from positive data after the applications of those two operations. As one of the examples to show the effectiveness of the obtained theorems, we will apply them to the class of zero-reversible languages, and obtain some interesting identifiable language classes related to reversible languages. Further, we will show a connection of those theories to the theory of approximate identification in the limit from positive data([Kob96]). Another important contribution of this paper is am algebraic extension of Angluin's theorem in [Ang80] based on am algebraic characterization of zero-reversible languages given by [Pin87]. This generalized theorem tells us the importaace of Pin's chazacterization of zero-reversible languages using finitely generated groups in the context of identification in the limit from positive data.
AB - In this paper, we study two operations of taking subspaces and homomorphic images of identifiable concept classes from positive data. We give sufficient conditions for the identifiable classes to be identifiable from positive data after the applications of those two operations. As one of the examples to show the effectiveness of the obtained theorems, we will apply them to the class of zero-reversible languages, and obtain some interesting identifiable language classes related to reversible languages. Further, we will show a connection of those theories to the theory of approximate identification in the limit from positive data([Kob96]). Another important contribution of this paper is am algebraic extension of Angluin's theorem in [Ang80] based on am algebraic characterization of zero-reversible languages given by [Pin87]. This generalized theorem tells us the importaace of Pin's chazacterization of zero-reversible languages using finitely generated groups in the context of identification in the limit from positive data.
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U2 - 10.1007/3-540-63577-7_35
DO - 10.1007/3-540-63577-7_35
M3 - Conference contribution
AN - SCOPUS:84958046614
SN - 3540635777
SN - 9783540635772
VL - 1316
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 48
EP - 61
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PB - Springer Verlag
T2 - 8th International Workshop on Algorithmic Learning Theory, ALT 1997
Y2 - 6 October 1997 through 8 October 1997
ER -