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IEEE Intelligent Systems

Issue 3 • May-June 2005

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Displaying Results 1 - 18 of 18
  • [Front cover]

    Publication Year: 2005, Page(s): c1
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    Freely Available from IEEE
  • Table of contents

    Publication Year: 2005, Page(s): c2
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  • Systems, Systematically Speaking

    Publication Year: 2005, Page(s):2 - 4
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (3672 KB) | HTML iconHTML

    Good systems articles, such as those in this issue, not only show a project's inherent interest but also explain the processes and results in a way that you can get a jump on using the technique elsewhere. View full abstract»

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  • Segway to the future [autonomous mobile robot]

    Publication Year: 2005, Page(s):5 - 8
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (896 KB) | HTML iconHTML

    The robotic mobility platform (RMP) has a small footprint, a zero turning radius, the ability to move over diverse terrains, and the capacity to carry up to 100 pounds. DARPA funded Segway's RMP development as part of its mobile autonomous robot software project and challenged researchers to create solutions for operating autonomous mobile robots in dynamic, unstructured environments. That challen... View full abstract»

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  • Trapped with Robots

    Publication Year: 2005, Page(s):10 - 11
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (264 KB) | HTML iconHTML

    Long-time participants in AAAI and IJCAI (International Joint Conference on AI) robotics competitions will surely remember Kate Murphy. Kate would accompany her mother, Robin, and help her demonstrate rescue robots in those events' early days. Declared the unofficial mascot of many teams, Kate also had an onstage role as the "rescue victim" in many of her mom's demos, something she wrote about in ... View full abstract»

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  • DartGrid II: a semantic grid platform for ITS

    Publication Year: 2005, Page(s):12 - 15
    Cited by:  Papers (17)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (976 KB) | HTML iconHTML

    Intelligent transportation systems offer an alternative approach to solving many problems by implementing advances in information, Internet, communication, and cybernetics technologies. Grid computing can support traffic data semantization, resource sharing, ITS subsystem cooperation, and global-scale distributed computing that connects all kinds of resources. We are currently using grid technolog... View full abstract»

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  • An autonomous earth-observing sensorWeb

    Publication Year: 2005, Page(s):16 - 24
    Cited by:  Papers (51)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1456 KB) | HTML iconHTML

    We discuss the various features of the Earth-observing sensorWeb developed by the Jet Propulsion Laboratory and Goddard Space Flight Center, which provide the key science data about eruptions within hours for the volcanologists around the world. Onboard AI software evaluates the request, orients the spacecraft, and operates the science instruments to acquire high-resolution images with hyperspectr... View full abstract»

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  • ExAnte: a preprocessing method for frequent-pattern mining

    Publication Year: 2005, Page(s):25 - 31
    Cited by:  Papers (7)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1736 KB) | HTML iconHTML

    Our main research objective is to define a data mining query language, supported by a system that can optimize constraint-based data mining queries. We have invented ExAnte, a simple yet effective preprocessing technique for frequent-pattern mining. ExAnte exploits constraints to dramatically reduce the analyzed data to those containing patterns of interest. This data reduction, in turn, induces a... View full abstract»

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  • Automatic generation of artistic chinese calligraphy

    Publication Year: 2005, Page(s):32 - 39
    Cited by:  Papers (45)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1264 KB) | HTML iconHTML

    Chinese calligraphy is among the finest and most important of all Chinese art forms and an inseparable part of Chinese history. Its delicate aesthetic effects are generally considered to be unique among all calligraphic arts. Its subtle power is integral to traditional Chinese painting. A novel intelligent system uses a constraint-based analogous-reasoning process to automatically generate origina... View full abstract»

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  • Scoring and selecting terms for text categorization

    Publication Year: 2005, Page(s):40 - 47
    Cited by:  Papers (26)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (408 KB) | HTML iconHTML

    We propose a set of (machine learning) ML-based scoring measures for conducting feature selection. We've tested these measures on documents from two well-known corpora, comparing them with other measures previously applied for this purpose. In particular, we've analyzed which measure obtains the best overall classification performance in terms of properties such as precision and recall, emphasizin... View full abstract»

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  • A concept-driven algorithm for clustering search results

    Publication Year: 2005, Page(s):48 - 54
    Cited by:  Papers (83)  |  Patents (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (184 KB) | HTML iconHTML

    Without search engines, the Internet would be an enormous amount of disorganized information that would certainly be interesting but perhaps not very useful. Search engines help us in all kinds of tasks and are constantly improving result relevance. The Lingo algorithm combines common phrase discovery and latent semantic indexing techniques to separate search results into meaningful groups. It loo... View full abstract»

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  • Identifying interesting visitors through Web log classification

    Publication Year: 2005, Page(s):55 - 59
    Cited by:  Papers (12)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (136 KB) | HTML iconHTML

    Web site owners have trouble identifying customer purchasing patterns from their Web logs because the two aren't directly related. Thus, organizations must understand their customers' behavior, preferences, and future needs. This imperative leads many companies to develop a great many e-service systems for data collection and analysis. Web mining is a popular technique for analyzing visitor activi... View full abstract»

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  • Agents and stream data mining: a new perspective

    Publication Year: 2005, Page(s):60 - 67
    Cited by:  Papers (8)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (264 KB) | HTML iconHTML

    Many organizations struggle with the massive amount of data they collect. Today, data does more than serve as the ingredients for churning out statistical reports. They help support efficient operations in many organizations, and to some extent, data provide the competitive intelligence organizations need to survive in today's economy. Data mining can't always deliver timely and relevant results b... View full abstract»

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  • Sigmoid: a software infrastructure for pathway bioinformatics and systems biology

    Publication Year: 2005, Page(s):68 - 75
    Cited by:  Papers (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (432 KB) | HTML iconHTML

    Biological systems encompass everything from immune and nervous systems to ecosystems. Systems biology, however, focuses primarily on unraveling molecular systems at the level of pathways and groups of pathways in a cell and its neighboring cells. Here we address the challenge of creating an expert assistance system for modeling biological pathways, using current software technology to decrease de... View full abstract»

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  • Using intelligent digital cameras to monitor aerodrome surface traffic

    Publication Year: 2005, Page(s):76 - 81
    Cited by:  Papers (8)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (448 KB) | HTML iconHTML

    An aircraft is most at risk for an accident when it's still on the ground - when taxiing before takeoff or after landing. This is because traffic throughput on the ground is limited by inadequate airport infrastructures and is often incapacitated during conditions of poor visibility. The INTERVUSE project, funded by the European Commission, aims to address these problems by developing a cost-effec... View full abstract»

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  • Naomi Ehrich Leonard's School of Collaboration

    Publication Year: 2005, Page(s):82 - 84
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (128 KB) | HTML iconHTML

    Leonard's talent lies in creatively exploring solutions to control problems through combining diverse expertise in such areas as mechanics, mathematics, computer science, and robotics with an interest in biology, oceanography, and ecology. Most recently, she has been organizing groups of robotic underwater vehicles to create an adaptive sensor network. Leonard's work, characterized by an aptitude ... View full abstract»

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  • The semantic Web in one day

    Publication Year: 2005, Page(s):85 - 87
    Cited by:  Papers (1)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (136 KB) | HTML iconHTML

    To gain momentum, technologies for building private semantic Webs or parts of the World Wide semantic Web must become a commodity and easy to integrate. To determine just how far semantic Web technologies have come, we wanted to create a snapshot of what you could do by applying and assembling existing semantic Web technologies - in one day. View full abstract»

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  • Calendar/Call for Papers

    Publication Year: 2005, Page(s): 88
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    Freely Available from IEEE

Aims & Scope

IEEE Intelligent Systems serves users, managers, developers, researchers, and purchasers who are interested in intelligent systems and artificial intelligence, with particular emphasis on applications.

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Meet Our Editors

Editor-in-Chief
Daniel Zeng
University of Arizona