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IEEE Intelligent Systems

Issue 4 • July-Aug. 2014

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Displaying Results 1 - 23 of 23
  • [Front cover]

    Publication Year: 2014, Page(s): c1
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  • Table of contents

    Publication Year: 2014, Page(s):c2 - 1
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  • An Adaptive Fusion Algorithm for Spam Detection

    Publication Year: 2014, Page(s):2 - 8
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (678 KB) | HTML iconHTML

    Spam detection has become a critical component in various online systems such as email services, advertising engines, social media sites, and so on. Here, the authors use email services as an example, and present an adaptive fusion algorithm for spam detection (AFSD), which is a general, content-based approach and can be applied to nonemail spam detection tasks with little additional effort. The p... View full abstract»

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  • Focus on Your Job Search [Advertisement]

    Publication Year: 2014, Page(s): 9
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  • Bird Flu Outbreak Prediction via Satellite Tracking

    Publication Year: 2014, Page(s):10 - 17
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2114 KB) | HTML iconHTML

    Advanced satellite tracking technologies have collected huge amounts of wild bird migration data. Biologists use these data to understand dynamic migration patterns, study correlations between habitats, and predict global spreading trends of avian influenza. The research discussed here transforms the biological problem into a machine learning problem by converting wild bird migratory paths into gr... View full abstract»

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  • Supporting Trust Assessment and Decision Making in Coalitions

    Publication Year: 2014, Page(s):18 - 24
    Cited by:  Papers (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (853 KB) | HTML iconHTML

    Modern multiorganizational coalitions can bring diverse sets of capabilities, assets, and information sources to bear on complex and dynamic operations. However, successfully completing these operations places demands on the trust between coalition partners. When it's necessary to rely on other partners, decision makers must be able to make rapid and effective trust assessments and decisions. Here... View full abstract»

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  • Scientific Freedom & Human Rights [Advertisement]

    Publication Year: 2014, Page(s): 25
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  • Cotransfer Learning Using Coupled Markov Chains with Restart

    Publication Year: 2014, Page(s):26 - 33
    Cited by:  Papers (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1697 KB) | HTML iconHTML

    This article studies co-transfer learning, a machine learning strategy that uses labeled data to enhance the classification of different learning spaces simultaneously. The authors model the problem as a coupled Markov chain with restart. The transition probabilities in the coupled Markov chain can be constructed using the intra-relationships based on the affinity metric among instances in the sam... View full abstract»

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  • MuSES: Multilingual Sentiment Elicitation System for Social Media Data

    Publication Year: 2014, Page(s):34 - 42
    Cited by:  Papers (9)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (958 KB) | HTML iconHTML

    A multilingual sentiment identification system (MuSES) implements three different sentiment identification algorithms. The first algorithm augments previous compositional semantic rules by adding rules specific to social media. The second algorithm defines a scoring function that measures the degree of a sentiment, instead of simply classifying a sentiment into binary polarities. All such scores a... View full abstract»

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  • Take the CS Library wherever you go! [Advertisement]

    Publication Year: 2014, Page(s): 43
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  • A Graph Kernel Approach for Detecting Core Patents and Patent Groups

    Publication Year: 2014, Page(s):44 - 51
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2623 KB) | HTML iconHTML

    In today's business environment, competition within industries is becoming more and more intense. To survive in this fast-paced competitive environment, it's important to know what the core patents are and how the patents can be grouped. This study focuses on discovering core patents and clustering patents using a patent citation network in which core patents are represented as an influential node... View full abstract»

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  • Pervasive Service Bus: Smart SOA Infrastructure for Ambient Intelligence

    Publication Year: 2014, Page(s):52 - 60
    Cited by:  Papers (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (3176 KB) | HTML iconHTML

    Ambient intelligence (AmI) aims to make our everyday environments intelligent--that is, sensitive, adaptive, and responsive to the presence of people--in a transparent manner. Several challenges exist to building an efficient infrastructure for AmI, including interoperation of heterogeneous systems, intelligence for anticipatory user assistance, adaptability to dynamic environments for good user e... View full abstract»

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  • Membership Matters [Advertisement]

    Publication Year: 2014, Page(s): 61
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  • Behavior Informatics: A New Perspective

    Publication Year: 2014, Page(s):62 - 80
    Cited by:  Papers (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (951 KB) | HTML iconHTML

    This installment of Trends & Controversies provides an array of perspectives on the latest research in behavior informatics. Longbing Cao introduces the work in "Behavior Informatics: A New Perspective." Then, in "Behavior Computing," Longbing Cao and Thorsten Joachims provide a basic overview of the topic. Next is "Coupled Behavior Representation, Modeling, Analysis, and Reasoning" by Can Wan... View full abstract»

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  • IEEE Computer Society [Advertisement]

    Publication Year: 2014, Page(s): 81
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  • A $3 Trillion Challenge to Computational Scientists: Transforming Healthcare Delivery

    Publication Year: 2014, Page(s):82 - 87
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2301 KB) | HTML iconHTML

    Engineering human health and healthcare delivery is one of the most significant open frontiers for progress by computational scientists. This article focuses on the opportunities and challenges of Big Data in transforming healthcare delivery. View full abstract»

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  • Principles for Human-Centered Interaction Design, Part 1: Performative Systems

    Publication Year: 2014, Page(s):88 - 94
    Cited by:  Papers (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (2405 KB) | HTML iconHTML

    This article discusses principles underlying the design of human-centered interfaces, using the specific example of the OZ cockpit display, which has no traditional dials or gauges. View full abstract»

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  • Digital Magazines [Advertisement]

    Publication Year: 2014, Page(s): 95
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  • Traffic Coordination Using Aggregation-Based Traffic Predictions

    Publication Year: 2014, Page(s):96 - 100
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1506 KB) | HTML iconHTML

    A route-guidance system is described, which aggregates information obtained from the drivers participating in the system. Because the data is information related to the future state of the traffic network, the system doesn't require extrapolation from the current traffic network to make predictions about the future state of the traffic network. View full abstract»

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  • Collected Essays on Human-Centered Computing, 2001-2011 [Advertisement]

    Publication Year: 2014, Page(s): 101
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  • A Smart B2C e-Commerce System Based on ACP Approach

    Publication Year: 2014, Page(s):102 - 104
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (562 KB) | HTML iconHTML

    We introduce a smart business-to-consumer (B2C) e-commerce system based on the artificial systems, computational experiments, and parallel execution (ACP) approach to intelligently understand customers' interests and provide a customized B2C service experience. Taking recommendation as an example, the behavioral experiments' result shows significant improvement of the proposed system. View full abstract»

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  • IEEE Computer Society Harlan D. Mills Award

    Publication Year: 2014, Page(s): c3
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  • Rock Stars of Big Data Analytics [Advertisement]

    Publication Year: 2014, 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