TY - GEN
T1 - An alternative to SOCIFS writer identification framework for handwritten authorship
AU - Pratama, Satrya Fajri
AU - Muda, Azah Kamilah
AU - Abraham, Ajith
AU - Muda, Noor Azilah
PY - 2013
Y1 - 2013
N2 - The uniqueness of shape and style of handwriting can be used to identify the significant features in confirming the author of writing. Acquiring these significant features leads to an important research in Writer Identification (WI) domain. This paper is meant to explore the usage of improved discretization method and explore an alternative to Cheap Computational Cost Class-Specific Swarm Sequential Selection (C4S4) WI framework for Swarm Optimized and Computationally Inexpensive Floating Selection (SOCIFS) feature selection technique in order to find the unique significant features. This paper proposes a novel feature selection framework for handwritten authorship. The promising applicability of the proposed framework has been demonstrated and worth to receive further exploration in identifying the handwritten authorship.
AB - The uniqueness of shape and style of handwriting can be used to identify the significant features in confirming the author of writing. Acquiring these significant features leads to an important research in Writer Identification (WI) domain. This paper is meant to explore the usage of improved discretization method and explore an alternative to Cheap Computational Cost Class-Specific Swarm Sequential Selection (C4S4) WI framework for Swarm Optimized and Computationally Inexpensive Floating Selection (SOCIFS) feature selection technique in order to find the unique significant features. This paper proposes a novel feature selection framework for handwritten authorship. The promising applicability of the proposed framework has been demonstrated and worth to receive further exploration in identifying the handwritten authorship.
KW - Computationally inexpensive
KW - Feature selection
KW - Handwritten authorship
KW - Significant features
KW - Writer identification
UR - http://www.scopus.com/inward/record.url?scp=84893590089&partnerID=8YFLogxK
U2 - 10.1109/SMC.2013.176
DO - 10.1109/SMC.2013.176
M3 - Conference contribution
AN - SCOPUS:84893590089
SN - 9780769551548
T3 - Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
SP - 1007
EP - 1012
BT - Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
T2 - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
Y2 - 13 October 2013 through 16 October 2013
ER -