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Volumn 5, Issue 1, 2011, Pages 381-399

Construction and evaluation of classifiers for forensic document analysis

Author keywords

Bayesian statistics; Classification; Cross validation; Handwriting identification

Indexed keywords


EID: 84857500577     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/10-AOAS379     Document Type: Article
Times cited : (15)

References (26)
  • 5
    • 33947432893 scopus 로고    scopus 로고
    • A comparison of clustering methods for writer identification and verification
    • In Available at
    • Bulacu, M. and Schomaker, L. (2005). A comparison of clustering methods for writer identification and verification. In Proceedings of the Eighth International Conference on Document Analysis and Recognition 2 1275-1279. Available at http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1575747&isnumber=33307.
    • (2005) Proceedings of the Eighth International Conference on Document Analysis and Recognition , vol.2 , pp. 1275-1279
    • Bulacu, M.1    Schomaker, L.2
  • 6
    • 41149138090 scopus 로고    scopus 로고
    • Combining multiple features for text-independent writer identification and verification
    • In, (IWFHR 2006) Available at
    • Bulacu, M. and Schomaker, L. (2006). Combining multiple features for text-independent writer identification and verification. In Proceedings of 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR 2006) 281-286. Available at http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.132.5823.
    • (2006) Proceedings of 10th International Workshop on Frontiers in Handwriting Recognition , pp. 281-286
    • Bulacu, M.1    Schomaker, L.2
  • 7
    • 48149084410 scopus 로고    scopus 로고
    • Automatic handwriting identification on medieval documents
    • In, (ICIAP 2007) Available at
    • Bulacu, M. and Schomaker, L. (2007a). Automatic handwriting identification on medieval documents. In Proceedings of 14th International Conference on Image Analysis and Processing (ICIAP 2007) 279-284. Available at http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4362792&isnumber=4362742.
    • (2007) Proceedings of 14th International Conference on Image Analysis and Processing , pp. 279-284
    • Bulacu, M.1    Schomaker, L.2
  • 8
    • 33947518115 scopus 로고    scopus 로고
    • Text-independent writer identification and verification using textural and allographic features
    • Bulacu, M. and Schomaker, L. (2007b). Text-independent writer identification and verification using textural and allographic features. IEEE Trans. Pattern Anal. Machine Intell. 29 701-717.
    • (2007) IEEE Trans. Pattern Anal. Machine Intell , vol.29 , pp. 701-717
    • Bulacu, M.1    Schomaker, L.2
  • 9
    • 33646470157 scopus 로고    scopus 로고
    • Ngram and Bayesian classification of documents for topic and authorship
    • Clement, R. and Sharp, D. (2003). Ngram and Bayesian classification of documents for topic and authorship. Literary and Linguistic Computing 18 423-447.
    • (2003) Literary and Linguistic Computing , vol.18 , pp. 423-447
    • Clement, R.1    Sharp, D.2
  • 10
    • 64549120897 scopus 로고    scopus 로고
    • Linkages between biometrics and forensic science
    • In, (A. K. Jain, P. Flynn and A. A. Ross, eds.) Springer, New York
    • Dessimoz, D. and Champod, C. (2008). Linkages between biometrics and forensic science. In Handbook of Biometrics (A. K. Jain, P. Flynn and A. A. Ross, eds.) 425-459. Springer, New York.
    • (2008) Handbook of Biometrics , pp. 425-459
    • Dessimoz, D.1    Champod, C.2
  • 12
    • 84870257860 scopus 로고    scopus 로고
    • In Proceedings 2005 Symposium on Document Image Understanding Technology Univ. Maryland, College Park, MD
    • Gantz, D., Miller, J. and Walch, M. (2005). Multi-language handwriting derived biometric identification. In Proceedings 2005 Symposium on Document Image Understanding Technology 197-209. Univ. Maryland, College Park, MD.
    • (2005) Multi-language handwriting derived biometric identification , pp. 197-209
    • Gantz, D.1    Miller, J.2    Walch, M.3
  • 13
    • 34548288405 scopus 로고    scopus 로고
    • Quantitative authorship attribution: An evaluation of techniques
    • Grieve, J. (2007). Quantitative authorship attribution: an evaluation of techniques. Literary and Linguistic Computing 22 251-270.
    • (2007) Literary and Linguistic Computing , vol.22 , pp. 251-270
    • Grieve, J.1
  • 15
    • 79957200379 scopus 로고
    • Benjamin Peirce and the Howland Will
    • Meier, P. and Zabell, S. (1980). Benjamin Peirce and the Howland Will. J. Amer. Statist. Assoc. 75 497-506.
    • (1980) J. Amer. Statist. Assoc , vol.75 , pp. 497-506
    • Meier, P.1    Zabell, S.2
  • 16
    • 34248178634 scopus 로고    scopus 로고
    • Forensic individualisation from biometric data
    • Meuwly, D. (2006). Forensic individualisation from biometric data. Sci. Justice 46 205-213.
    • (2006) Sci. Justice , vol.46 , pp. 205-213
    • Meuwly, D.1
  • 17
    • 0005599239 scopus 로고
    • The authorship of Greek prose
    • Morton, A. Q. (1965). The authorship of Greek prose. J. Roy. Statist. Soc. Ser. A 128 169-233.
    • (1965) J. Roy. Statist. Soc. Ser. A , vol.128 , pp. 169-233
    • Morton, A.Q.1
  • 18
    • 68649108740 scopus 로고    scopus 로고
    • National Research Council Committee on Identifying the Needs of the Forensic Sciences Community, The National Academies Press, Washington, DC
    • National Research Council Committee on Identifying the Needs of the Forensic Sciences Community (2009). Strengthening Forensic Science in the United States: A Path Forward. The National Academies Press, Washington, DC.
    • (2009) Strengthening Forensic Science in the United States: A Path Forward
  • 19
    • 0036678352 scopus 로고    scopus 로고
    • Quantitative analysis of literary styles
    • Peng, R. D. and Hengartner, N. W. (2002). Quantitative analysis of literary styles. Amer. Statist. 56 175-185.
    • (2002) Amer. Statist , vol.56 , pp. 175-185
    • Peng, R.D.1    Hengartner, N.W.2
  • 23
    • 3042527190 scopus 로고    scopus 로고
    • Automatic writer identification using connected-component contours and edge-based features of uppercase western script
    • Schomaker, L. and Bulacu, M. (2004). Automatic writer identification using connected-component contours and edge-based features of uppercase western script. IEEE Trans. Pattern Anal. Machine Intell. 26 787-798.
    • (2004) IEEE Trans. Pattern Anal. Machine Intell , vol.26 , pp. 787-798
    • Schomaker, L.1    Bulacu, M.2
  • 24
    • 33846530667 scopus 로고    scopus 로고
    • Using codebooks of fragmented connected-component contours in forensic and historic writer identification
    • Schomaker, L., Franke, K. and Bulacu, M. (2007). Using codebooks of fragmented connected-component contours in forensic and historic writer identification. Pattern Recognition Letters 28 719-727.
    • (2007) Pattern Recognition Letters , vol.28 , pp. 719-727
    • Schomaker, L.1    Franke, K.2    Bulacu, M.3
  • 26
    • 0013417880 scopus 로고    scopus 로고
    • Biometric personal identification based on handwriting
    • In Available at
    • Zhu, Y., Tan, T. and Wang, Y. (2000). Biometric personal identification based on handwriting. In Proceedings 15th International Conference on Pattern Recognition 2 797-800. Available at http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=906196&isnumber=19583.
    • (2000) Proceedings 15th International Conference on Pattern Recognition , vol.2 , pp. 797-800
    • Zhu, Y.1    Tan, T.2    Wang, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.