Information-Based Evaluation Criterion for Classifier's Performance

In the past few years many systems for learning decision rules from examples were developed. As different systems allow different types of answers when classifying new instances, it is difficult to appropriately evaluate the systems' classification power in comparison with other classification systems or in comparison with human experts. Classification accuracy is usually used as a measure of classification performance. This measure is, however, known to have several defects. A fair evaluation criterion should exclude the influence of the class probabilities which may enable a completely uninformed classifier to trivially achieve high classification accuracy. In this paper a method for evaluating the information score of a classifier's answers is proposed. It excludes the influence of prior probabilities, deals with various types of imperfect or probabilistic answers and can be used also for comparing the performance in different domains.     

Intelligent SQL

Intelligent SQL is an intelligent database engine interface language which incorporates object-oriented, inferencing, and multi-media constructs. It is intended to be a powerful extension of existing SQL dialects. It also provides querying capabilities for object-oriented databases. Intelligent SQL was prototyped at Ashton-Tate. This paper discusses the main features of Intelligent SQL.     

DB2数据库查询优化策略

数据库的查询优化是改善应用程序性能的重要手段。通过分析IBM DB2数据库系统的最优化处理器的工作原理,对查询性能影响较大的统计信息更新、索引建立、SQL查询语句构造3个方面提出具体优化建议。建立了一套完整的测试方案,对每一条优化建议都使用具体SQL语句进行严格的验证。开发者要注意分析查询语句的时间开销和空间开销,才能写出较优的查询语句。     

Reasoning, Integration, Inference Alteration, and Text Comprehension.

This paper reports how the study of formal logical reasoning provides insight into more everyday types of reasoning, such as that involved in language comprehension. Both of these types of cognition are thought to involve the use of mental models, and so it is reasonable to think that the cognitive operations needed for formal logical reasoning would be involved in everyday reasoning as well. We focused on three aspects of formal reasoning: (a) the integration of information into a common mental model, (b) the drawing of inferences, and (c) the coordination of alternative possibilities. We were able to show that the integration and inference components were related to narrative comprehension processes, but the coordination of alternative models was not. Thus, there is evidence for some overlap in the mental processes used in formal and everyday reasoning. This further justifies the study of formal logical reasoning as a window into certain types of everyday reasoning. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

分数阶傅立叶变换的多种定义形式及其光学实现系统分析

分数阶傅立叶变换是经典傅立叶变换的广义形式,它同时从时间域和频率域(或空间域)揭示信号特征。本文系统地分析了分数阶傅立叶变换三种定义形式及其所对应的光学实现系统的组成和原理,说明了光学信息处理系统实现分数阶傅立叶变换的有效性.     

陶瓷企业管理信息系统的应用

通过分析陶瓷企业现状和需求，提出实施管理信息系统的框架结构和必要条件。     

浅谈计算机在建筑物修复改造鉴定中的应用

计算机应用技术伴随着行业工程技术的发展同步开发。它已广泛应用于建筑工程中。从三个方面分析了计算机在建筑工程中的应用问题：1）在建筑物可靠鉴定领域、工程设计、管理中的应用；2）不足：包括计算机软件的开发受限制，已开发软件的局限性，已有档案资料复用技术水平低，缺乏资料共享、信息库支援；3）发展方向：建立强大信息库，开发全面应用系统，日常使用管理系统，典型问题治理专家系统。并提出未来发展重点－信息库（共享）机制。     

我国制造业企业信息化现状分析

制造企业实现信息化可以提高企业的核心竞争力和经济效益。但就目前而言，我国制造业企业信息化工作的整体水平还处于较低的层次，实践中仍存在一些问题，制约了企业信息化的进程。对我国制造业企业信息化的现状进行了分析，详细剖析了制造业企业在实施企业信息化工作中出现的一些典型误区，并提出企业领导人必须不断提高信息化意识，统筹安排企业信息化工作，从各个方面入手，有层次地逐步实施信息化，才能顺利地实现企业信息化的目标。     

隧道受震破壞調查分析與修復管理案例

就隧道震後之災損模式進行統計與災損原因研判,並利用數值分析方法研判安全性,就結構加固等改善措施之設計考量作詳細說明;另由於隧道結構物的損壞範圍大,且修復經費受限,必須藉由定期檢测進行長期維護管理,以防範意外發生。於此,利用Vidco-GIS自動化影像地理资訊系統之e化新技術,以動態及靜態影像紀錄隧道災損狀況,同時亦整合建置前期設計、施工圖及定期維護等資料,相關成果以資料庫方式纳入日常維護管理,以有限人力有效率地進行維護管理紀錄並随時掌握現況供作決策之明確參考。     

基于功能调用的MIS安全设计与实现

计算机管理信息系统安全是MIS开发中的重要问题，本文在对系统功能安全、数据访问安全、数据介质安全和传输安全的分析的基础上，提出了针对用户界面的功能安全的解决方法，实现了解决方案，并探讨了数据库数据安全的实现方式。