Advances in Time Series Forecasting

Editor(s): Cagdas Hakan Aladag

Co-Editor(s): Erol Eǧrioǧlu

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Time series analysis is applicable in a variety of disciplines, such as business administration, economics, public finance, engineering, statistics, econometrics, mathematics and actuarial sciences. ...
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Foreword  promotion: free to download

Pp. i

I. Burhan Turksen



Preface  promotion: free to download

Pp. ii

Cagdas Hakan Aladag



List of Contributors  promotion: free to download

Pp. iii

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Advanced Time Series Forecasting Methods

Pp. 3-10 (8)

Cagdas Hakan Aladag and Erol Eǧrioǧlu


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Comparison of Feed Forward and Elman Neural Networks Forecasting Ability: Case Study for IMKB

Pp. 11-17 (7)

Erol Eǧrioǧlu, Cagdas Hakan Aladag and Ufuk Yolcu


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Comparison of Architecture Selection Criteria in Analyzing Long Memory Time Series

Pp. 18-25 (8)

Erol Eǧrioǧlu, Cagdas Hakan Aladag and Ufuk Yolcu


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Forecasting the Number of Outpatient Visits with Different Activation Functions

Pp. 26-33 (8)

Cagdas Hakan Aladag and Sibel Aladag


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Adaptive Weighted Information Criterion to Determine the Best Architecture

Pp. 34-39 (6)

Cagdas Hakan Aladag and Erol Eǧrioǧlu


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Public Expenditure Forecast by Using Feed Forward Neural Networks

Pp. 40-47 (8)

Alparslan A. Basaran, Cagdas Hakan Aladag, Necmiddin Bagdadioglu and Suleyman Gunay


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A New Method for Forecasting Fuzzy Time Series with Triangular Fuzzy Number Observations

Pp. 48-55 (8)

Erol Eǧrioǧlu, Cagdas Hakan Aladag and Ufuk Yolcu


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New Criteria to Compare Interval Estimates in Fuzzy Time Series Methods

Pp. 56-63 (8)

Erol Eǧrioǧlu, V. Rezan Uslu and Senem Koc


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The Effect of the Length of Interval in Fuzzy Time Series Models on Forecasting

Pp. 64-77 (14)

Erol Eǧrioǧlu and Cagdas Hakan Aladag


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Determining Interval Length in Fuzzy Time Series by Using an Entropy Based Approach

Pp. 78-87 (10)

Cagdas Hakan Aladag, Irem Degirmenci and Suleyman Gunay


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An Architecture Selection Method Based on Tabu Search

Pp. 88-95 (8)

Cagdas Hakan Aladag


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A Hybrid Forecasting Approach Combines SARIMA and Fuzzy Time Seriesc

Pp. 96-107 (12)

Erol Eǧrioǧlu, Cagdas Hakan Aladag and Ufuk Yolcu


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Forecasting Gold Prices Series in Turkey by the Forecast Combination

Pp. 108-117 (10)

Cagdas Hakan Aladag, Erol Eǧrioǧlu and Cem Kadilar


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Subject Index  promotion: free to download

Pp. 130-131 (2)

Cagdas Hakan Aladag and Erol Eǧrioǧlu



Author Index  promotion: free to download

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Cagdas Hakan Aladag and Erol Eǧrioǧlu