2006 IEEE International Conference on Information Reuse & Integration最新文献_第6页

Contrast Enhancement with Histogram-Adaptive Image Segmentation 直方图自适应图像分割对比度增强

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252482

S. Rubin, R. Kountchev, V. Todorov, R. Kountcheva

引用次数: 6

Targeting and Localization for Mars Rover Operations 火星探测器操作的定位和定位

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252382

M. Powell, T. Crockett, J. Fox, J. Joswig, J. Norris, K. Rabe, M. McCurdy, G. Pyrzak

引用次数: 19

Noise Correction using Bayesian Multiple Imputation 基于贝叶斯多元插值的噪声校正

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252461

J. V. Hulse, T. Khoshgoftaar, Chris Seiffert, Lili Zhao

{"title":"Noise Correction using Bayesian Multiple Imputation","authors":"J. V. Hulse, T. Khoshgoftaar, Chris Seiffert, Lili Zhao","doi":"10.1109/IRI.2006.252461","DOIUrl":"https://doi.org/10.1109/IRI.2006.252461","url":null,"abstract":"This work presents a novel procedure to detect and correct noise in a continuous dependent variable. The presence of noise in a dataset represents a significant challenge to data mining algorithms, as incorrect values in both the independent and dependent variables can severely corrupt the results of even robust learners. The problem of noise is especially severe when it is located in the dependent variable. In the worst case, severe noise in one of the independent variables can be handled by eliminating that attribute from the dataset, provided that the practitioner knows that noise is present. In the setting of supervised learning, the dependent variable is the most critical attribute in the dataset and therefore cannot be eliminated even if significant noise is present. Noise handling procedures in relation to the dependent variable are therefore absolutely critical to the success of a supervised learning initiative. In contrast to a binary dependent variable or class, noise in a continuous dependent variable presents many additional difficulties. Our procedure to detect and correct noise in a continuous dependent variable uses Bayesian multiple imputation, which was initially developed to combat the problem of missing data. Our case study considers a real-world software measurement dataset called CCCS, which has a numeric dependent variable with inherent noise. The results of our experiments show very encouraging results and clearly demonstrate the utility of our procedure","PeriodicalId":402255,"journal":{"name":"2006 IEEE International Conference on Information Reuse & Integration","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115413889","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: 7

Ontology-Based Feature Weighting for Biomedical Literature Classification 基于本体的生物医学文献分类特征加权

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252426

Dan He, Xindong Wu

引用次数: 11

An Integrated and Interactive Video Retrieval Framework with Hierarchical Learning Models and Semantic Clustering Strategy 基于层次学习模型和语义聚类策略的集成交互式视频检索框架

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252454

Na Zhao, Shu‐Ching Chen, M. Shyu, S. Rubin

引用次数: 5

The Study on Intelligent Advanced Fighter Air Combat Decision Support System 智能先进战斗机空战决策支持系统研究

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252385

Tsung-Ying Sun, Shang-Jeng Tsai, Yan-Nian Lee, Shan-Ming Yang, Shi Ting

引用次数: 17

Provide Relevant Knowledge to Specify Product Design Project Needs 提供产品设计项目所需的相关知识

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252458

Fabrice Alizon, S. Shooter, T. Simpson

引用次数: 0

Maintenance integration in a modular supervision framework based on Petri net with objects. Application to a robot-driven flexible cell 基于Petri网的模块化监控框架与对象的维护集成。应用于机器人驱动的柔性电池

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252390

E. Loures, E. Santos, M. A. B. D. Paula

{"title":"Maintenance integration in a modular supervision framework based on Petri net with objects. Application to a robot-driven flexible cell","authors":"E. Loures, E. Santos, M. A. B. D. Paula","doi":"10.1109/IRI.2006.252390","DOIUrl":"https://doi.org/10.1109/IRI.2006.252390","url":null,"abstract":"The growing complexity of systems and the need for executing large projects have led to the development of complex flexible manufacturing systems (FMS) demanding specific control-monitoring architectures. The problem of failure occurrence tends to increase according to this complexity leading to time-consuming tasks as the isolation and repairing. In this context, the maintenance integration into a control-monitoring system becomes an important issue. It results in improvement of the system functionality in terms of availability, efficiency, productivity and quality. This paper proposes a control-monitoring-maintenance architecture (CMM) for FMS based on Petri nets with objects (PNO). This supervision framework is based on a modular and hierarchic model structured in CMM modules. The integration is based on a development methodology in which the maintenance aspects and policies are taken into account from the conception (modelling) stage. These efforts acts as a basis for the control architecture of a robot-driven flexible cell, connected to the Ethernet-TCP/IP","PeriodicalId":402255,"journal":{"name":"2006 IEEE International Conference on Information Reuse & Integration","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123981822","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: 4

A New Heuristic-based albeit Complete Method to Extract MUCs from Unsatisfiable CSPs 一种基于启发式的从不满意csp中提取MUCs的新方法

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252434

É. Grégoire, Bertrand Mazure, Cédric Piette, L. Sais

引用次数: 5

Strengthening OV-6a Semantics with Rule-Based Meta-models in DEVS/DoDAF based Life-cycle Architectures Development 在基于DEVS/DoDAF的生命周期架构开发中，使用基于规则的元模型加强OV-6a语义

2006 IEEE International Conference on Information Reuse & Integration Pub Date : 2006-12-04 DOI: 10.1109/IRI.2006.252392

S. Mittal, A. Mitra, Amar Gupta, B. Zeigler

{"title":"Strengthening OV-6a Semantics with Rule-Based Meta-models in DEVS/DoDAF based Life-cycle Architectures Development","authors":"S. Mittal, A. Mitra, Amar Gupta, B. Zeigler","doi":"10.1109/IRI.2006.252392","DOIUrl":"https://doi.org/10.1109/IRI.2006.252392","url":null,"abstract":"The development of a distributed testing environment would have to comply with recent Department of Defense (DoD) mandates requiring that the DoD architectural framework (DoDAF) be adopted to express high level system and operational requirements and architectures. Unfortunately, DoDAF and DoD net-centric mandates pose significant challenges to testing and evaluation since DoDAF specifications must be evaluated to see if they meet requirements and objectives, yet they are not expressed in a form that is amenable to such evaluation. DoDAF is the basis for integrated architectures and provides broad levels of specification related to operational, system, and technical views. In our earlier work, we described an approach to support specification of DoDAF architectures within a development environment based on DEVS (discrete event system specification) for semi-automated construction of the needed simulation models. The result is an enhanced system lifecycle development process that includes both development and testing in an integral manner. We also developed automated model generation using XML which paves the way for OVs to become service-providing components in the Web services architecture. In this paper we present the semantic structure for one of the operational view documents OV-6a that would aid the development of these semi-automated models. We will describe how 0V-6a can be structured in a more generalized meta-model framework such that every rule is reducible to meaningful code which is automatedly constructed through natural language processing (NLP) methods and further be reduced to DEVS based models. The paper also presents an overview of the life-cycle development methodology for these enterprise architectures and how a common enterprise domain-model can be used in customized business/domain-specific rules and policy structures","PeriodicalId":402255,"journal":{"name":"2006 IEEE International Conference on Information Reuse & Integration","volume":"40 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125880162","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: 13