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IEEE Intelligent Systems

Issue 2 • Mar.-Apr. 2015

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Displaying Results 1 - 13 of 13
  • 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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  • Crystal Balls, Statistics, Big Data, and Psychohistory: Predictive Analytics and Beyond

    Publication Year: 2015, Page(s):2 - 4
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  • Predictive [Guest editors' introduction]

    Publication Year: 2015, Page(s):6 - 8
    Cited by:  Papers (1)
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  • Predicting Elections for Multiple Countries Using Twitter and Polls

    Publication Year: 2015, Page(s):10 - 17
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (609 KB) | HTML iconHTML

    The authors' work focuses on predicting the 2014 European Union elections in three different countries using Twitter and polls. Past works in this domain relying strictly on Twitter data have been proven ineffective. Others, using polls as their ground truth, have raised questions regarding the contribution of Twitter data for this task. Here, the authors treat this task as a multivariate time-ser... View full abstract»

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  • Financial Crisis Forecasting via Coupled Market State Analysis

    Publication Year: 2015, Page(s):18 - 25
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1415 KB) | HTML iconHTML

    Financial crisis forecasting has been a long-standing challenge that often involves couplings between indicators of multiple markets. Such couplings include implicit relations that might not be effectively detected from raw market observations. However, most methods for crisis forecasting rely directly on market observations and might not detect the hidden interactions between markets. To this end... View full abstract»

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  • Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction

    Publication Year: 2015, Page(s):26 - 33
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (3005 KB) | HTML iconHTML

    Although much research is devoted to the analysis and prediction of individuals' behavior in social networks, very few studies analyze firms' performance with respect to business networks. Empowered by recent research on the automated mining of business networks, this article illustrates the design of a novel business network-based model called the energy cascading model (ECM) for predicting direc... View full abstract»

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  • Call for papers

    Publication Year: 2015, Page(s): 34
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  • Formal Specification and Automatic Verification of Conditional Commitments

    Publication Year: 2015, Page(s):36 - 44
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (3180 KB) | HTML iconHTML

    Developing and implementing a model checker dedicated to conditional logic with the user interface are urgent requirements for determining whether agents comply with their commitment protocols. View full abstract»

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  • Footstep-Identification System Based on Walking Interval

    Publication Year: 2015, Page(s):46 - 52
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1041 KB) | HTML iconHTML

    Footsteps, as a main kind of behavioral trait, are a universally available signal, but constructing an identity verification system based on them remains a challenging problem: footsteps not only reflect a person's physiological basis but also depend on the person's psychological makeup, footwear, and floor. This article describes a novel footstep-identification system. To eliminate footwear and f... View full abstract»

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  • Parallel Service Management Framework and Application to Railway Station Layout Planning

    Publication Year: 2015, Page(s):54 - 61
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1768 KB) | HTML iconHTML

    People always say that the customer is god, but do they really understand this "god"? In practice, the nature of service, such as its intangibility and heterogeneity, makes the effective management of service operations difficult. To better incorporate human behaviors and other complex factors to facilitate service management decisions, the authors propose a new approach called parallel service ma... View full abstract»

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  • Thinking Backward with Professor Zermelo

    Publication Year: 2015, Page(s):62 - 67
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    This column discusses extensive form games and shows how backward induction can be used to analyze such games. It also discusses some of the apparent paradoxes that can arise when using backward induction to analyze games. View full abstract»

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  • IEEE Cloud Computing Call for Papers

    Publication Year: 2015, Page(s): c3
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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.

Full Aims & Scope

Meet Our Editors

Editor-in-Chief
Daniel Zeng
University of Arizona