Journal of Microcomputer Applications最新文献_第3页

A product-oriented teaching and training system for speech handicapped children 以产品为导向的语言障碍儿童教学培训体系

Journal of Microcomputer Applications Pub Date : 1995-10-01 DOI: 10.1016/S0745-7138(05)80027-2

K. Vicsi

引用次数: 3

An optical reading system for embossed braille characters using a twin shadows approach 一种使用双阴影方法的压纹盲文光学阅读系统

Journal of Microcomputer Applications Pub Date : 1995-10-01 Epub Date: 2005-06-03 DOI: 10.1016/S0745-7138(05)80034-X

T.W. Hentzschel, P. Blenkhorn *

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引用次数: 29

Ten years of computer use by visually impaired people in Hungary 匈牙利视障人士十年电脑使用情况

Journal of Microcomputer Applications Pub Date : 1995-10-01 Epub Date: 2005-06-03 DOI: 10.1016/S0745-7138(05)80030-2

Terez Vaspori, Andras Arato

引用次数: 4

An optical reading system for embossed Braille characters using a twin shadows approach 一种使用双阴影方法的压纹盲文的光学阅读系统

Journal of Microcomputer Applications Pub Date : 1995-10-01 DOI: 10.1016/S0745-7138(05)80034-X

T. W. Hentzschel, P. Blenkhorn

引用次数: 29

Implementation of object-oriented programming via register based pointer 通过基于指针的寄存器实现面向对象编程

Journal of Microcomputer Applications Pub Date : 1995-07-01 Epub Date: 2002-05-25 DOI: 10.1006/jmca.1995.0019

Andr ás Zs ót ér

引用次数: 1

Refining a neural network credit application vetting system with a genetic algorithm 用遗传算法改进神经网络信用申请审核系统

Journal of Microcomputer Applications Pub Date : 1995-07-01 DOI: 10.1006/JMCA.1995.0018

A. G. Williamson

{"title":"Refining a neural network credit application vetting system with a genetic algorithm","authors":"A. G. Williamson","doi":"10.1006/JMCA.1995.0018","DOIUrl":"https://doi.org/10.1006/JMCA.1995.0018","url":null,"abstract":"This paper describes how a simulated genetic process is used to automate the configuration and training of a back propagation trained multi-layer perceptron network used for credit application vetting. The network is trained on past loan case data, and is then used to classify the suitability of issuing credit on new loan applications. A prototype scheme for using a genetic algorithm to choose the network geometry and back propagation parameters so as to optimize classification accuracy and speed of convergence is described. This optimization relies upon the genetic algorithm assessing a fitness criteria. The novel fitness criteria that has been developed for this application is described with the associated problems, and some suggestions for future research. The particular genetic algorithm used and its mechanisms are detailed. The performance of the final system is compared with the performance of a manually configured system over common data. The genetic algorithm refined system is seen to outperform the manual system in terms of accuracy, whilst requiring a minimum of operator effort by comparison. Results indicate the successful automation of this aspect of the optimization for such a credit application vetting system, although further investigation into the most suitable fitness criteria is still warranted, so as to incorporate further business information.","PeriodicalId":100806,"journal":{"name":"Journal of Microcomputer Applications","volume":"19 1","pages":"261-277"},"PeriodicalIF":0.0,"publicationDate":"1995-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78937926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 17

Parallel computation with dynamic load distribution for locally distributed Windows NT environments 本地分布Windows NT环境下动态负载分配的并行计算

Journal of Microcomputer Applications Pub Date : 1995-07-01 DOI: 10.1006/JMCA.1995.0014

G. Eschelbeck

引用次数: 3

Refining a neural network credit application vetting system with a genetic algorithm 用遗传算法改进神经网络信用申请审核系统

Journal of Microcomputer Applications Pub Date : 1995-07-01 Epub Date: 2002-05-25 DOI: 10.1006/jmca.1995.0018

Williamson A.G.

{"title":"Refining a neural network credit application vetting system with a genetic algorithm","authors":"Williamson A.G.","doi":"10.1006/jmca.1995.0018","DOIUrl":"https://doi.org/10.1006/jmca.1995.0018","url":null,"abstract":"<div><p>This paper describes how a simulated genetic process is used to automate the configuration and training of a back propagation trained multi-layer perceptron network used for credit application vetting. The network is trained on past loan case data, and is then used to classify the suitability of issuing credit on new loan applications. A prototype scheme for using a genetic algorithm to choose the network geometry and back propagation parameters so as to optimize classification accuracy and speed of convergence is described. This optimization relies upon the genetic algorithm assessing a fitness criteria. The novel fitness criteria that has been developed for this application is described with the associated problems, and some suggestions for future research. The particular genetic algorithm used and its mechanisms are detailed. The performance of the final system is compared with the performance of a manually configured system over common data. The genetic algorithm refined system is seen to outperform the manual system in terms of accuracy, whilst requiring a minimum of operator effort by comparison. Results indicate the successful automation of this aspect of the optimization for such a credit application vetting system, although further investigation into the most suitable fitness criteria is still warranted, so as to incorporate further business information.</p></div>","PeriodicalId":100806,"journal":{"name":"Journal of Microcomputer Applications","volume":"18 3","pages":"Pages 261-277"},"PeriodicalIF":0.0,"publicationDate":"1995-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1006/jmca.1995.0018","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71740259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 17

Implementation of object-oriented programming via register based pointer 通过基于指针的寄存器实现面向对象编程

Journal of Microcomputer Applications Pub Date : 1995-07-01 DOI: 10.1006/JMCA.1995.0019

A. Zsótér

引用次数: 1

An open framework for a multimedia medical document system (a multimedia document system framework) 一种用于多媒体医疗文档系统的开放框架(多媒体文档系统框架)

Journal of Microcomputer Applications Pub Date : 1995-07-01 Epub Date: 2002-05-25 DOI: 10.1006/jmca.1996.0016

Horace H.S. Ip, Ken C.K. Law, Chan S.L.

{"title":"An open framework for a multimedia medical document system (a multimedia document system framework)","authors":"Horace H.S. Ip, Ken C.K. Law, Chan S.L.","doi":"10.1006/jmca.1996.0016","DOIUrl":"https://doi.org/10.1006/jmca.1996.0016","url":null,"abstract":"<div><p>A novel and generalized open framework for multimedia information manipulation is proposed. The document system consists of functional modules for capturing, storing and presenting multimedia data. These modules work independently and communicate through a<em>HyperDocument Interface</em>layer. The modular approach has the added advantage of easy-to-maintain and the convenience for future enhancements. Hypermedia and temporal –spatial relationships between document media nodes are embedded into the data structure to support flexible presentation of multimedia information. Windows and a specially designed<em>Document Tree Dialog</em>provide an environment for efficient and user-friendly information retrieval. Other system issues such as security and customization are also addressed in the design. Based on this approach, a medical multimedia document system to handle cardiac catheterization record (CCR) was designed as a demonstration for the research idea. The proposed design can be applied and extended to cover a variety of multimedia applications.</p></div>","PeriodicalId":100806,"journal":{"name":"Journal of Microcomputer Applications","volume":"18 3","pages":"Pages 215-232"},"PeriodicalIF":0.0,"publicationDate":"1995-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1006/jmca.1996.0016","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71740257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8