IEEE Intelligent Systems

Issue 5 • Sept.-Oct. 2015

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Displaying Results 1 - 23 of 23
  • Front Cover

    Publication Year: 2015, Page(s): c1
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  • Table of Contents

    Publication Year: 2015, Page(s):c2 - 1
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  • Brain Informatics-Based Big Data and the Wisdom Web of Things

    Publication Year: 2015, Page(s):2 - 7
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1539 KB) | HTML iconHTML

    The authors summarize the main aspects of brain informatics based big data interacting in the social-cyber-physical space of the Wisdom Web of Things (W2T). In particular, they focus on how to realize human-level collective intelligence as a big data sharing mind--a harmonized collectivity of consciousness on the W2T that uses brain-inspired intelligent technologies to provide wisdom services. Fin... View full abstract»

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  • Information Extraction

    Publication Year: 2015, Page(s):8 - 15
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1198 KB) | HTML iconHTML

    Much of the world's knowledge is recorded in natural language text, but making effective use of it in this form poses a major challenge. Information extraction converts this knowledge to a structured form suitable for computer manipulation, opening up many possibilities for using it. In this review, the author describes the processing pipeline of information extraction, how the pipeline components... View full abstract»

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  • Deep Neural Networks in Machine Translation: An Overview

    Publication Year: 2015, Page(s):16 - 25
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2930 KB) | HTML iconHTML

    Deep neural networks (DNNs) are widely used in machine translation (MT). This article gives an overview of DNN applications in various aspects of MT. View full abstract»

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  • Question Answering over Knowledge Bases

    Publication Year: 2015, Page(s):26 - 35
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1292 KB) | HTML iconHTML

    Question answering over knowledge bases is a challenging task for next-generation search engines. The core of this task is to understand the meaning of questions and translate them into structured language-based queries. Previous research has focused on a specific knowledge base with a constrained domain, but with the increase in the size and domain of existing knowledge bases, fulfilling this aim... View full abstract»

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  • Modeling Translation

    Publication Year: 2015, Page(s):36 - 44
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1377 KB) | HTML iconHTML

    Machine translation (MT) has been a challenging application of natural language processing technologies for many years. However, recent major improvements in translation accuracy have led to instances such as Web-based services that almost instantly translate any text into different languages or business-to-business services for high-quality translation of domain-specific documents. This article c... View full abstract»

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  • Keep Your Career Moving Forward

    Publication Year: 2015, Page(s): 45
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  • Knowledge Engineering with Big Data

    Publication Year: 2015, Page(s):46 - 55
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (261 KB) | HTML iconHTML

    In the era of big data, knowledge engineering faces fundamental challenges induced by fragmented knowledge from heterogeneous, autonomous sources with complex and evolving relationships. The knowledge representation, acquisition, and inference techniques developed in the 1970s and 1980s, driven by research and development of expert systems, must be updated to cope with both fragmented knowledge fr... View full abstract»

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  • A Collision and Reaction Model of Feature Fusion: Mechanism and Realization

    Publication Year: 2015, Page(s):56 - 65
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (975 KB) | HTML iconHTML

    Duplicate data must be properly handled in the process of intelligent search, surveillance, and tracking. To better detect and fuse this data, the authors take a new perspective on feature fusion based on the "collision and reaction"' mechanism of data objects. This mechanism can greatly facilitate differentiating duplicate and nonduplicate data in the fusion (reaction) probability. With this pers... View full abstract»

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  • Intelligent Shelter Allotment for Emergency Evacuation Planning: A Case Study of Makkah

    Publication Year: 2015, Page(s):66 - 76
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (5075 KB) | HTML iconHTML

    Given maps of an evacuee population, shelter destinations, and a transportation network, the goal of intelligent shelter allotment (ISA) is to assign routes, exits, and shelters to evacuees for quick and safe evacuation. ISA is important due to emergency planning and response applications, but it's also challenging due to movement conflicts and transportation-network choke points. Current practice... View full abstract»

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  • STC 2015: Call for Presentations

    Publication Year: 2015, Page(s): 77
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  • Mentoring: A Leverage Point for Intelligent Systems?

    Publication Year: 2015, Page(s):78 - 84
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1982 KB) | HTML iconHTML

    This column aims to motivate research and technology development activities intended to achieve accelerated expertise via mentoring. There is a need for methods for identifying who might become good mentors, and systematic procedures for mentoring in the work setting. The authors propose developing "intelligent mentoring systems." These would require a significant expansion of the horizons for int... View full abstract»

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  • Call for papers

    Publication Year: 2015, Page(s): 85
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  • Model-Based Forecasting of Significant Societal Events

    Publication Year: 2015, Page(s):86 - 90
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1634 KB) | HTML iconHTML

    The article outlines some salient aspects of Embers-generated forecasts through its design considerations, system architecture, and user interface. View full abstract»

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  • 2016 Richard E. Merwin Distinguished Service Award

    Publication Year: 2015, Page(s): 91
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  • Deadline: 31 October

    Publication Year: 2015, Page(s): 92
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  • The Perfect Blend [Advertisement]

    Publication Year: 2015, Page(s): 93
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  • Rock Stars of Cybersecurity

    Publication Year: 2015, Page(s): 94
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  • Call for papers

    Publication Year: 2015, Page(s): 95
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  • CiSE is the Perfect Combination

    Publication Year: 2015, Page(s): 96
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  • IEEE Computer Society

    Publication Year: 2015, Page(s): c3
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  • Rock Stars of Wearables [Advertisement]

    Publication Year: 2015, Page(s): c4
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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