Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004).最新文献_第3页

Modeling agent-based task handling in a peer-to-peer grid 在点对点网格中建模基于代理的任务处理

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342957

Xiaolong Jin, Jiming Liu, Zhen Yang

引用次数: 3

Data mining: artificial intelligence in data analysis 数据挖掘:数据分析中的人工智能

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/WI.2004.49

Xindong Wu

{"title":"Data mining: artificial intelligence in data analysis","authors":"Xindong Wu","doi":"10.1109/WI.2004.49","DOIUrl":"https://doi.org/10.1109/WI.2004.49","url":null,"abstract":"Summary form only given. Data mining is a fast-growing area. The first Knowledge Discovery in Databases Workshop was held in August 1989, in conjunction with the 1989 International Joint Conference on Artificial Intelligence, and this workshop series became the International Conference on Knowledge Discovery and Data Mining (KDD) in 1995. In 2003, there were a total of 15 data mining conferences, most of which are listed at http://www.kdnuggets.com/meetings/meetings-2OO3-past.html. These 15 conferences do not include various artificial intelligence (AI), statistics and database conferences (and their workshops) that also solicited and accepted data mining related papers, such as DC AI, ICML, ICTAI, COMPSTAT, AI & Statistics, SIGMOD, VLDB, ICDE, and CIKM. Among various data mining conferences, KDD and ICDM (the IEEE International Conference on Data Mining) are arguably (or unarguably) the two premier ones in the field. ICDM was established in 2000, sponsored by the IEEE Computer Society, and had its first annual meeting in 2001. This work reviews the topics of interest from ICDM from an AI perspective, and analyze common topics in data mining and AI, including key AI ideas that have been used in both data mining and machine learning. We also discuss two current research projects on (1) user-centered agents for biological information exploration on the Web, and (2) dynamic classifier selection in dealing with streaming data. Both projects apply data mining techniques for intelligent analysis of large volumes of data.","PeriodicalId":281008,"journal":{"name":"Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004).","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133536852","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: 29

Applications of intelligent agent technology to the grid 智能代理技术在电网中的应用

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/WI.2004.10008

C. Kesselman

{"title":"Applications of intelligent agent technology to the grid","authors":"C. Kesselman","doi":"10.1109/WI.2004.10008","DOIUrl":"https://doi.org/10.1109/WI.2004.10008","url":null,"abstract":"Summary form only given. Grids are a distributed computing technology whose objective is to provide the basic mechanisms for forming and operating dynamic distributed collaborations, or virtual organizations as they are sometimes called. While grid infrastructure has focused on such things as the means for discovering and monitoring dynamic services, managing faults and failures, creating and managing service level agreements, creating and enforcing dynamic policy, to name a few - to date, only limited progress has been made on creating the higher level reactive behaviors that would enable truly dynamic formation of virtual organizations. What is needed are the basic algorithms that enable independently operating entities to interact with one another with partial knowledge and have emerge a robust desirable behavior. This is exactly the range of problems that are being addressed by intelligent agent technologies. Hence, it seems likely that agent technology plays an important role in the development of the grid as a pervasive infrastructure and the grid offers an exciting range of applications for agents. In This work the author explores the relationship of intelligent agents to the grid and in particular focus on how agent technology can be applied to some specific challenges faced by grid infrastructure and applications.","PeriodicalId":281008,"journal":{"name":"Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004).","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134237299","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: 5

HDACC: a heuristic density-based ant colony clustering algorithm 一种启发式的基于密度的蚁群聚类算法

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342980

Yun-Fei Chen, C. A. Fattah, Yu-shu Liu, Gangway Yan

引用次数: 9

A default extension to distributed description logics 分布式描述逻辑的默认扩展

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342921

Yinglong Ma, Yulin Feng, Beihong Jin, Jun Wei

引用次数: 9

Designing stable structures in a multi-agent self-assembly system 多智能体自组装系统的稳定结构设计

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342982

Ying Guo, G. Poulton, G. James, P. Valencia, V. Gerasimov, Jiaming Li

引用次数: 3

The interactive simulation environments of OAIR OAIR的交互式仿真环境

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342922

Qiqian Zhang, Miaoliang Zhu, Benye Gui, Shaojun Xu

{"title":"The interactive simulation environments of OAIR","authors":"Qiqian Zhang, Miaoliang Zhu, Benye Gui, Shaojun Xu","doi":"10.1109/IAT.2004.1342922","DOIUrl":"https://doi.org/10.1109/IAT.2004.1342922","url":null,"abstract":"Because of the complexity of the outdoor terrain and the variety of the robot missions, the outdoor autonomous intelligent robot (OAIR) has to carry out missions in unstructured and impossibly predicted environment, which brings forward the higher challenge for the simulation environment. So the interactive simulation idea is introduced in This work. By means of classification, the outdoor simulation environments are divided into several sub-environments. The environmental entities modeled by a Scene Modeling Language (SML) can be edited interactively in accordance with requisition. And on the basis of the path-planning, the mission-planning method is introduced to simulate the complicated environment. The method not only simulates path-planning algorithms, but also verifies the validity and robustness of intelligent agents through editing or modifying the robot's geometric, and kinetic parameters to accomplish the interactive simulation between the running environment and the mission-planning. At last, a visual monitoring tool is designed to evaluate the performance and the coordination of the intelligent agents.","PeriodicalId":281008,"journal":{"name":"Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004).","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121688259","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: 1

Self improving coordination in multi agent filtering framework 多智能体过滤框架中的自改进协调

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342950

S. Albayrak, D. Milosevic

引用次数: 10

Learning how to plan and instantiate a plan in multi-agent coalition 学习如何在多智能体联盟中规划和实例化计划

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1343000

Xin Li, Leen-Kiat Soh

引用次数: 6

Agent based simulation of information diffusion in a virtual market place 基于Agent的虚拟市场信息扩散仿真

Proceedings. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004. (IAT 2004). Pub Date : 2004-09-20 DOI: 10.1109/IAT.2004.1342964

F. Neri

引用次数: 8