Volume 27, Issue 3 | International Journal of Forecasting

Volume 27 Issue 3 , Pages 635-960 (July-September 2011)

articles 1 - 22

Special Section 1: Forecasting with Artificial Neural Networks and Computational Intelligence
edited by Sven F. Crone, Fred Collopy, Chung-Ming Kuan and Amaury Lendasse
Special Section 2: Tourism Forecasting
edited by Haiyan Song and Rob J Hyndman

Editorial Board
Pages iii

Full Text Link

Special section: Forecasting with Artificial Neural Networks and Computational Intelligence

Advances in forecasting with neural networks? Empirical evidence from the NN3 competition on time series prediction
Pages 635-660
Crone, S.F. , Hibon, M. , Nikolopoulos, K.
Abstract|Full Text Link|Online Supplements|Comments (2)

MLP ensembles improve long term prediction accuracy over single networks
Pages 661-671
Adeodato, P.J.L. , Arnaud, A.L. , Vasconcelos, G.C. , Cunha, R.C.L.V. , Monteiro, D.S.M.P.
Abstract|Full Text Link|Online Supplements|Comment

Forecast combinations of computational intelligence and linear models for the NN5 time series forecasting competition
Pages 672-688
Andrawis, R.R. , Atiya, A.F. , El-Shishiny, H.
Abstract|Full Text Link|Online Supplements|Comment

Conditionally dependent strategies for multiple-step-ahead prediction in local learning
Pages 689-699
Bontempi, G. , Ben Taieb, S.
Abstract|Full Text Link|Online Supplements|Comment

Top-down strategies based on adaptive fuzzy rule-based systems for daily time series forecasting
Pages 708-724
Luna, I. , Ballini, R.
Abstract|Full Text Link|Online Supplements|Comment

A heuristic method for parameter selection in LS-SVM: Application to time series prediction
Pages 725-739
Rubio, G., Pomares, H., Rojas, I., Herrera, L.J.
Abstract|Full Text Link|Online Supplements (1)|Comment

Holt's exponential smoothing and neural network models for forecasting interval-valued time series
Pages 740-759
Maia, A.L.S. , de Carvalho, F.d.A.T.
Abstract|Full Text Link|Online Supplements|Comment

10.

Forecasting ATM cash demands using a local learning model of cerebellar associative memory network
Pages 760-776
Teddy, S.D. , Ng, S.K.
Abstract|Full Text Link|Online Supplements|Comment

11.

An empirical analysis of neural network memory structures for basin water quality forecasting
Pages 777-803
West, D. , Dellana, S.
Abstract|Full Text Link|Online Supplements|Comments (1)

12.

Mixture of MLP-experts for trend forecasting of time series: A case study of the Tehran stock exchange
Pages 804-816
Ebrahimpour, R. , Nikoo, H. , Masoudnia, S. , Yousefi, M.R. , Ghaemi, M.S.
Abstract|Full Text Link|Online Supplements|Comment

Special section: Tourism Forecasting

13.

Tourism forecasting: An introduction
Pages 817-821
Song, H. , Hyndman, R.J.
Abstract|Full Text Link|Online Supplements|Comment

14.

The tourism forecasting competition
Pages 822-844
Athanasopoulos, G. , Hyndman, R.J. , Song, H. , Wu, D.C.
Abstract|Full Text Link|Online Supplements (1)|Comment

15.

The value of feedback in forecasting competitions
Pages 845-849
Athanasopoulos, G. , Hyndman, R.J.
Abstract|Full Text Link|Online Supplements|Comment

16.

Winning methods for forecasting tourism time series
Pages 850-852
Baker, L.C. , Howard, J.
Abstract|Full Text Link|Online Supplements|Comment

17.

Winning methods for forecasting seasonal tourism time series
Pages 853-854
Brierley, P.
Abstract|Full Text Link|Online Supplements|Comment

18.

Forecasting tourist arrivals using time-varying parameter structural time series models
Pages 855-869
Song, H., Li, G., Witt, S.F., Athanasopoulos, G.
Abstract|Full Text Link|Online Supplements (1)|Comment

19.

Combination of long term and short term forecasts, with application to tourism demand forecasting
Pages 870-886
Andrawis, R.R. , Atiya, A.F. , El-Shishiny, H.
Abstract|Full Text Link|Online Supplements|Comment

20.

Beyond point forecasting: Evaluation of alternative prediction intervals for tourist arrivals
Pages 887-901
Kim, J.H. , Wong, K. , Athanasopoulos, G. , Liu, S.
Abstract|Full Text Link|Online Supplements (1)|Comment

21.

Evaluating the forecasting performance of econometric models of air passenger traffic flows using multiple error measures
Pages 902-922
Fildes, R. , Wei, Y. , Ismail, S.
Abstract|Full Text Link|Online Supplements|Comment

22.

Forecasting (aggregate) demand for US commercial air travel
Pages 923-941
Carson, R.T. , Cenesizoglu, T. , Parker, R.
Abstract|Full Text Link|Online Supplements|Comment

23.

Booking horizon forecasting with dynamic updating: A case study of hotel reservation data
Pages 942-960
Haensel, A. , Koole, G.
Abstract|Full Text Link|Online Supplements|Comment

Volume 29

Volume 29, Issue 2
pp. 221-366
(April-June 2013)
Volume 29, Issue 1
pp. 1-220,A1-A2
(January-March 2013)

Volume 28

Volume 28, Issue 4
pp. 767-892
(October-December 2012)
Volume 28, Issue 3
pp. 557-766
(July-September 2012)
Volume 28, Issue 2
pp. 297-556
(April-June 2012)
Volume 28, Issue 1
pp. 1-296
(January-March 2012)

Volume 27

Volume 27, Issue 4
pp. 961-1282
(October-December 2011)
Volume 27, Issue 3
pp. 635-960
(July-September 2011)
Volume 27, Issue 2
pp. 197-634
(April-June 2011)
Volume 27, Issue 1
pp. 1-196
(January-March 2011)

Volume 26

Volume 26, Issue 4
pp. 627-936
(October-December 2010)
Volume 26, Issue 3
pp. 445-626
(July-September 2010)
Volume 26, Issue 2
pp. 211-444
(April-June 2010)
Volume 26, Issue 1
pp. 1-210
(January-March 2010)

Volume 25

Volume 25, Issue 4
pp. 639-850
(October-December 2009)
Volume 25, Issue 3
pp. 431-638
(July-September 2009)
Volume 25, Issue 2
pp. 215-430
(April-June 2009)
Volume 25, Issue 1
pp. 1-214
(January-March 2009)

Volume 24

Volume 24, Issue 4
pp. 561-792
(October-December 2008)
Volume 24, Issue 3
pp. 323-560
(July-September 2008)
Volume 24, Issue 2
pp. 189-322
(April-June 2008)
Volume 24, Issue 1
pp. 1-188
(January-March 2008)

Volume 23

Volume 23, Issue 4
pp. 533-736
(October-December 2007)
Volume 23, Issue 3
pp. 343-532
(July-September 2007)
Volume 23, Issue 2
pp. 159-342
(April-June 2007)
Volume 23, Issue 1
pp. 1-158
(January-March 2007)

Volume 22

Volume 22, Issue 4
pp. 637-836
(October-December 2006)
Volume 22, Issue 3
pp. 413-636
(July-September 2006)
Volume 22, Issue 2
pp. 203-412
(April-June 2006)
Volume 22, Issue 1
pp. 1-202
(January-March 2006)

Volume 21

Volume 21, Issue 4
pp. 623-808
(October-December 2005)
Volume 21, Issue 3
pp. 397-622
(July-September 2005)
Volume 21, Issue 2
pp. 199-396
(April-June 2005)
Volume 21, Issue 1
pp. i-vi,1-198,I-IV
(January-March 2005)

Volume 20

Volume 20, Issue 4
pp. i-iv,523-754,I-IV
(October-December 2004)
Volume 20, Issue 3
pp. i-iv,375-522,I-IV,CO3-CO4
(July-September 2004)
Volume 20, Issue 2
pp. 169-374
(April-June 2004)
Volume 20, Issue 1
pp. i-vi,1-168,I-II
(January-March 2004)

Volume 19

Volume 19, Issue 4
pp. 551-780
(October-December 2003)
Volume 19, Issue 3
pp. i-iv,339-548,I-IV
(July-September 2003)
Volume 19, Issue 2
pp. i-iv,161-338,I-II
(April-June 2003)
Volume 19, Issue 1
pp. i-vi,1-160,I-II
(January-March 2003)

Volume 18

Volume 18, Issue 4
pp. 487-704
(October-December 2002)
Volume 18, Issue 3
pp. i-iv,319-486,I-IV
(July-September 2002)
Volume 18, Issue 2
pp. 163-318
(April-June 2002)
Volume 18, Issue 1
pp. 1-162
(January-March 2002)

Volume 17

Volume 17, Issue 4
pp. 537-644
(October-December 2001)
Volume 17, Issue 3
pp. 329-536
(July-September 2001)
Volume 17, Issue 2
pp. 143-328
(April-June 2001)
Volume 17, Issue 1
pp. 1-142
(January-March 2001)

Volume 16

Volume 16, Issue 4
pp. 433-540
(October-December 2000)
Volume 16, Issue 3
pp. 293-432
(July-September 2000)
Volume 16, Issue 2
pp. 147-292
(April-June 2000)
Volume 16, Issue 1
pp. 1-146
(January-March 2000)

Volume 15

Volume 15, Issue 4
pp. 351-464
(October-December 1999)
Volume 15, Issue 3
pp. 227-350
(July-September 1999)
Volume 15, Issue 2
pp. 125-226
(April-January 1999)
Volume 15, Issue 1
pp. 1-124
(February-January 1999)

Volume 14

Volume 14, Issue 4
pp. 433-544
(December-January 1998)
Volume 14, Issue 3
pp. 303-432
(September-January 1998)
Volume 14, Issue 2
pp. 157-304
(June-January 1998)
Volume 14, Issue 1
pp. 1-156
(March-January 1998)

Volume 13

Volume 13, Issue 4
pp. 433-598
(December-February 1997)
Volume 13, Issue 3
pp. 303-431
(September-November 1997)
Volume 13, Issue 2
pp. 161-301
(June-August 1997)
Volume 13, Issue 1
pp. v,1-159
(March-May 1997)

Volume 12

Volume 12, Issue 4
pp. 439-574
(December-February 1996)
Volume 12, Issue 3
pp. 325-438
(September-November 1996)
Volume 12, Issue 2
pp. 193-323
(June-August 1996)
Volume 12, Issue 1
pp. 1-191
(March-May 1996)

Volume 11

Volume 11, Issue 4
pp. 501-610
(December-February 1995)
Volume 11, Issue 3
pp. 361-499
(September-November 1995)
Volume 11, Issue 2
pp. 197-359
(June-August 1995)
Volume 11, Issue 1
pp. v,1-196
(March-May 1995)

Volume 10

Volume 10, Issue 4
pp. 491-653
(December-February 1994)
Volume 10, Issue 3
pp. 387-490
(November-January 1994)
Volume 10, Issue 2
pp. 181-386
(September-November 1994)
Volume 10, Issue 1
pp. 1-179
(June-August 1994)

Volume 9

Volume 9, Issue 4
pp. 437-596
(December-February 1993)
Volume 9, Issue 3
pp. 295-435
(November-January 1993)
Volume 9, Issue 2
pp. 147-293
(August-October 1993)
Volume 9, Issue 1
pp. 1-145
(April-June 1993)

Volume 8

Volume 8, Issue 4
pp. 543-662
(December-February 1992)
Volume 8, Issue 3
pp. 289-542
(November-January 1992)
Volume 8, Issue 2
pp. 135-287
(October-December 1992)
Volume 8, Issue 1
pp. 1-133
(June-August 1992)

Volume 7

Volume 7, Issue 4
pp. 409-566
(March-May 1992)
Volume 7, Issue 3
pp. 257-408
(November-January 1991)
Volume 7, Issue 2
pp. 123-255
(August-October 1991)
Volume 7, Issue 1
pp. 1-122
(May-July 1991)

Volume 6

Volume 6, Issue 4
pp. 449-596
(December-February 1990)
Volume 6, Issue 3
pp. 283-447
(October-December 1990)
Volume 6, Issue 2
pp. 149-282
(July-September 1990)
Volume 6, Issue 1
pp. 1-147
(1990)

Volume 5

Volume 5, Issue 4
pp. 467-644
(1989)
Volume 5, Issue 3
pp. 303-465
(1989)
Volume 5, Issue 2
pp. 155-301
(1989)
Volume 5, Issue 1
pp. 1-153
(1989)

Volume 4

Volume 4, Issue 4
pp. 515-637
(1988)
Volume 4, Issue 3
pp. 321-514
(1988)
Volume 4, Issue 2
pp. 171-319
(1988)
Volume 4, Issue 1
pp. 1-169
(1988)

Volume 3

Volume 3, Issue 3-4
pp. 351-550
(1987)
Volume 3, Issue 2
pp. 187-350
(1987)
Volume 3, Issue 1
pp. 1-185
(1987)

Volume 2

Volume 2, Issue 4
pp. 397-519
(1986)
Volume 2, Issue 3
pp. 257-395
(1986)
Volume 2, Issue 2
pp. 131-256
(1986)
Volume 2, Issue 1
pp. 1-130
(1986)

Volume 1

Volume 1, Issue 4
pp. 309-321
(1985)
Volume 1, Issue 3
pp. 195-306
(1985)
Volume 1, Issue 2
pp. 81-193
(1985)
Volume 1, Issue 1
pp. 1-80
(1985)

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