Writer identification approach based on bag of words with OBI features     

Amal Durou  Ibrahim Aref  Somaya Al-Maadeed  Ahmed Bouridane  Elhadj Benkhelifa 《Information processing & management》2019,56(2):354-366

Handwriter identification aims to simplify the task of forensic experts by providing them with semi-automated tools in order to enable them to narrow down the search to determine the final identification of an unknown handwritten sample. An identification algorithm aims to produce a list of predicted writers of the unknown handwritten sample ranked in terms of confidence measure metrics for use by the forensic expert will make the final decision.Most existing handwriter identification systems use either statistical or model-based approaches. To further improve the performances this paper proposes to deploy a combination of both approaches using Oriented Basic Image features and the concept of graphemes codebook. To reduce the resulting high dimensionality of the feature vector a Kernel Principal Component Analysis has been used. To gauge the effectiveness of the proposed method a performance analysis, using IAM dataset for English handwriting and ICFHR 2012 dataset for Arabic handwriting, has been carried out. The results obtained achieved an accuracy of 96% thus demonstrating its superiority when compared against similar techniques.  相似文献   

An NCME Instructional Module on Data Mining Methods for Classification and Regression     

Sandip Sinharay 《Educational Measurement》2016,35(3):38-54

Data mining methods for classification and regression are becoming increasingly popular in various scientific fields. However, these methods have not been explored much in educational measurement. This module first provides a review, which should be accessible to a wide audience in education measurement, of some of these methods. The module then demonstrates using three real‐data examples that these methods may lead to an improvement over traditionally used methods such as linear and logistic regression in educational measurement.  相似文献   

应收账款管理创新研究   总被引：1，自引：0，他引：1  

张尧洪 《宁波职业技术学院学报》2004,8(6):29-31

在传统应收账款管理方法的基础上，企业应运用维．帕累托(Vilfredo．Pareto)最优分析法对应收账款进行分类管理。即把已有客户分为核心客户、主要客户和一般客户，对他们实行不同的信用管理。对新客户运用稳健分析模型进行信用分析，然后做出销售决策。对销售人员确立应收账款管理目标，以应收账款质量提高作为目标管理的主要内容，企业销售人员的考核与应收账款质量的提高挂钩，建立应收账款管理的激励和约束机制。  相似文献   

小说《简爱》中梦境的审美分析     

龙丽伟  魏现江 《铜仁学院学报》2007,1(4):26-29

梦是文学创作的一种特殊的表达方式。在小说《简爱》中,夏洛蒂.勃朗特通过梦的意象把女主人公简爱充满疑虑和矛盾的内心展现在读者面前。该文对小说中的梦境描写进行了归类并对其作了进一步分析,展示通过梦意象的运用产生了震撼人心的艺术效果,增强了思想感情表达的艺术张力。  相似文献   

后牙折裂原因与分类初探     

张李明  卢东民 《湖州师范学院学报》2004,26(2):95-97

收集典型病例，观察年龄、牙位、牙髓状况、充填洞型、咬合等与牙折裂的关系，按斜折、纵折、横折、粉碎折四型对牙折进行分类，研究发现：后牙折裂年龄集中在30～60岁，上下颌第一磨牙折裂率最高．折裂与牙髓状况、充填、咬合有关，各型牙折以Ⅰ类B型和Ⅱ类B型牙折率较高．死髓牙、严重磨耗牙、Ⅱ类洞充填的牙要特别注意防止其发生牙折，不同类型的牙折治疗原则应有针对性。  相似文献   

Using LSA and text segmentation to improve automatic Chinese dialogue text summarization     

LIU Chuan-han WANG Yong-cheng ZHENG Fei LIU De-rong 《浙江大学学报(A卷英文版)》2007,8(1):79-87

Automatic Chinese text summarization for dialogue style is a relatively new research area. In this paper, Latent Semantic Analysis （LSA） is first used to extract semantic knowledge from a given document, all question paragraphs are identified, an automatic text segmentation approach analogous to Text＇filing is exploited to improve the precision of correlating question paragraphs and answer paragraphs, and finally some ＂important＂ sentences are extracted from the generic content and the question-answer pairs to generate a complete summary. Experimental results showed that our approach is highly efficient and improves significantly the coherence of the summary while not compromising informativeness.  相似文献   

语义分类的学科主题演化分析方法研究——以我国图书情报领域大数据研究为例     

刘自强  王效岳  白如江 《图书情报工作》2016,60(15):76

[目的/意义] 学科主题演化研究有助于掌握学科发展现状、研究热点、研究前沿和发展趋势等情况,是进行科技创新的基础,是面向科技创新的重要研究方向。[方法/过程] 提出一种语义分类的学科主题演化分析方法：将关键词分为研究问题、研究方法和研究技术3类,构建不同语义分类的共词网络;然后基于Fast Unfolding社区发现算法识别具有语义特征的社区（主题）;利用相似度算法计算相邻子时期主题间的相似度,构建学科主题演化图谱,以分析某学科领域研究问题、研究方法和研究技术的变化,实现深度、细致的学科主题演化分析。[结果/结论] 通过对2012-2015年CNKI数据库收录的我国大数据研究领域相关论文数据的处理分析,证明该方法的准确性和有效性。  相似文献   

An Interview with Arlene G. Taylor     

Arlene G. Taylor 《Cataloging & classification quarterly》2016,54(8):521-536

In this interview, conducted via email during August 2016, Dr. Arlene G. Taylor discusses her career as a cataloger, professor of cataloging and classification, and her work in professional associations. Topics include her early cataloging and teaching experiences, changes in both cataloging practice and the teaching of cataloging, subject analysis, and “aboutness” as compared with form/genre access, professional experiences outside the United States, and the future of MLIS programs.  相似文献   

法律责任分类与经济法责任独立性判断     

赵树文  卜睿  杨宏  李金枝 《唐山学院学报》2005,18(1):34-37

经济法责任的独立性对于经济法的发展与完善有着十分重要的作用,本文从现有法律责任的分类这一视角出发,论证了经济法责任独立存在的法理依据及其客观表现。  相似文献   

中国教育现代化区域聚类与特征分析   总被引：16，自引：0，他引：16  

叶平  王蕊 《教育研究》2003,(7)

本文采用灰色系统的方法 ,构建两维指标体系 ,对我国各省、直辖市、自治区社会经济和教育现代化水平进行聚类分析 ,初步揭示了各区域教育现代化的不同特征 ,在此基础上 ,提出各区域教育现代化的推进策略 ,为分类指导、分区推进提供实证依据。  相似文献