An adaptive system for automatic invoice-documents classification

被引:0
|
作者
Alippi, C [1 ]
Pessina, F [1 ]
Roveri, M [1 ]
机构
[1] Politecn Milan, Dipartimento Elettron & Informat, I-20133 Milan, Italy
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The large amount of documents to be daily managed in modern offices requires development of automatic document classification tools aiming. at (semi)automatically classifying the office documents into semantically similar classes. This paper presents. an automatic invoice-documents classification system based on the analysis of the graphical information present in the document and able to perform both closed (the number of classes is fixed) and open world (the number of classes increases during operational life) classification. Invoice-documents of real companies prove that the classification system achieves a 99% correct classification in closed world and 79% in the open world case.
引用
收藏
页码:1225 / 1228
页数:4
相关论文
共 50 条
  • [1] Incremental classification of invoice documents
    Hamza, Hatem
    Belaid, Yolande
    Belaid, Abdel
    Chaudhuri, Bidyut B.
    19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 2719 - 2722
  • [2] Chinese Automatic Documents Classification System
    Li, Li-Rui
    Yang, Kai
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 5, 2010, : 324 - 327
  • [3] STEINADLER - SYSTEM OF AUTOMATIC DESCRIPTION AND CLASSIFICATION OF DOCUMENTS
    PANYR, J
    NACHRICHTEN FUR DOKUMENTATION, 1978, 29 (4-5): : 184 - 191
  • [4] Automatic documents classification
    Mohamed, Hoda K.
    2007 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING & SYSTEMS: ICCES '07, 2007, : 33 - 37
  • [5] A system for the automatic layout segmentation and classification of digital documents
    Cinque, L
    Levialdi, S
    Malizia, A
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL X, PROCEEDINGS: SIGNALS PROCESSING AND OPTICAL SYSTEMS, TECHNOLOGIES AND APPLICATIONS, 2003, : 106 - 112
  • [6] Automatic Electronic Invoice Classification Using Machine Learning Models
    Bardelli, Chiara
    Rondinelli, Alessandro
    Vecchio, Ruggero
    Figini, Silvia
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2020, 2 (04): : 617 - 629
  • [7] A system for the automatic layout segmentation and classification of digital documents.
    Cinque, L
    Levialdi, S
    Malizia, A
    12TH INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND PROCESSING, PROCEEDINGS, 2003, : 201 - 206
  • [8] Individualized Automatic Classification of Web Documents
    Tsai, Yihjia
    Chen, Kaun-Yu
    PROCEEDINGS OF 2010 CROSS-STRAIT CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY, 2010, : 410 - 412
  • [9] Automatic classification method for XML documents
    Haitao W.
    Zhenmin T.
    International Journal of Digital Content Technology and its Applications, 2011, 5 (12) : 153 - 161
  • [10] Automatic classification of journalistic documents on the Internet
    Oliveira, Elias
    Branquinho Filho, Delermando
    TRANSINFORMACAO, 2017, 29 (03): : 245 - 255