NEW ALGORITHMS FOR MULTI-STEP AHEAD FORECASTING - Using Computational Intelligence Paradigm
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1
NEW ALGORITHMS FOR MULTI-STEP AHEAD FORECASTING: Using Computational Intelligence Paradigm (2010)
EN PB NWISBN: 9783639249811 bzw. 363924981X, in Englisch, 160 Seiten, VDM Verlag Dr. Müller, Taschenbuch, neu.
جديد من: $56.14 (9 ويقدم)
تستخدم من: $91.04 (1 ويقدم)
إظهار المزيد 10 ويقدم في Amazon.com
Lieferung aus: Vereinigte Staaten von Amerika, Usually ships in 4-5 business days.
Von Händler/Antiquariat, Blackwell's U.K. *Tracked Service to the USA*.
History tells that every human being desire to foresee, comprehend and ultimately explore the future. Multi-step ahead forecasting is a challenging research area due to propagation of forecasting errors with the increase of forecasting steps. Two interesting architectures based on nearest neighbor method are proposed. Importance of selection criteria in nearest neighbor search plays an important role in multi-step ahead forecasting. Effect of up-sampling of time series and change of effective embedding dimension on the forecasting errors is studied in detail. Effect of five interpolation schemes for up-sampling and comparison of three distance metrics for nearest neighbor search on forecasting performance is also included. A hybrid selection criterion of nearest neighbor with avoidance of biasing is found to be very effective in multi-step ahead forecasting. In the end, predictability analysis of proposed algorithms on ten benchmark time series highlight the effectiveness of the forecasting algorithms in the scenarios of series collected from different kinds of dynamic systems. This book is based on the PhD work of Mr. Rahat Abbas. Paperback, التسمية: VDM Verlag Dr. Müller, VDM Verlag Dr. Müller, مجموعة المنتجات: Book, ونشرت: 2010-04-14, ستوديو: VDM Verlag Dr. Müller.
Von Händler/Antiquariat, Blackwell's U.K. *Tracked Service to the USA*.
History tells that every human being desire to foresee, comprehend and ultimately explore the future. Multi-step ahead forecasting is a challenging research area due to propagation of forecasting errors with the increase of forecasting steps. Two interesting architectures based on nearest neighbor method are proposed. Importance of selection criteria in nearest neighbor search plays an important role in multi-step ahead forecasting. Effect of up-sampling of time series and change of effective embedding dimension on the forecasting errors is studied in detail. Effect of five interpolation schemes for up-sampling and comparison of three distance metrics for nearest neighbor search on forecasting performance is also included. A hybrid selection criterion of nearest neighbor with avoidance of biasing is found to be very effective in multi-step ahead forecasting. In the end, predictability analysis of proposed algorithms on ten benchmark time series highlight the effectiveness of the forecasting algorithms in the scenarios of series collected from different kinds of dynamic systems. This book is based on the PhD work of Mr. Rahat Abbas. Paperback, التسمية: VDM Verlag Dr. Müller, VDM Verlag Dr. Müller, مجموعة المنتجات: Book, ونشرت: 2010-04-14, ستوديو: VDM Verlag Dr. Müller.
2
NEW ALGORITHMS FOR MULTI-STEP AHEAD FORECASTING: Using Computational Intelligence Paradigm (2010)
EN PB NWISBN: 9783639249811 bzw. 363924981X, in Englisch, 160 Seiten, VDM Verlag Dr. Müller, Taschenbuch, neu.
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Lieferung aus: Vereinigte Staaten von Amerika, Usually ships in 24 hours.
Von Händler/Antiquariat, Amazon.com.
History tells that every human being desire to foresee, comprehend and ultimately explore the future. Multi-step ahead forecasting is a challenging research area due to propagation of forecasting errors with the increase of forecasting steps. Two interesting architectures based on nearest neighbor method are proposed. Importance of selection criteria in nearest neighbor search plays an important role in multi-step ahead forecasting. Effect of up-sampling of time series and change of effective embedding dimension on the forecasting errors is studied in detail. Effect of five interpolation schemes for up-sampling and comparison of three distance metrics for nearest neighbor search on forecasting performance is also included. A hybrid selection criterion of nearest neighbor with avoidance of biasing is found to be very effective in multi-step ahead forecasting. In the end, predictability analysis of proposed algorithms on ten benchmark time series highlight the effectiveness of the forecasting algorithms in the scenarios of series collected from different kinds of dynamic systems. This book is based on the PhD work of Mr. Rahat Abbas. Paperback, Eticheta: VDM Verlag Dr. Müller, VDM Verlag Dr. Müller, Grupul de produse: Book, Publicate: 2010-04-14, Studio: VDM Verlag Dr. Müller.
Von Händler/Antiquariat, Amazon.com.
History tells that every human being desire to foresee, comprehend and ultimately explore the future. Multi-step ahead forecasting is a challenging research area due to propagation of forecasting errors with the increase of forecasting steps. Two interesting architectures based on nearest neighbor method are proposed. Importance of selection criteria in nearest neighbor search plays an important role in multi-step ahead forecasting. Effect of up-sampling of time series and change of effective embedding dimension on the forecasting errors is studied in detail. Effect of five interpolation schemes for up-sampling and comparison of three distance metrics for nearest neighbor search on forecasting performance is also included. A hybrid selection criterion of nearest neighbor with avoidance of biasing is found to be very effective in multi-step ahead forecasting. In the end, predictability analysis of proposed algorithms on ten benchmark time series highlight the effectiveness of the forecasting algorithms in the scenarios of series collected from different kinds of dynamic systems. This book is based on the PhD work of Mr. Rahat Abbas. Paperback, Eticheta: VDM Verlag Dr. Müller, VDM Verlag Dr. Müller, Grupul de produse: Book, Publicate: 2010-04-14, Studio: VDM Verlag Dr. Müller.
3
New Algorithms for Multi-Step Ahead Forecasting
EN PB NWISBN: 9783639249811 bzw. 363924981X, in Englisch, VDM Verlag, Taschenbuch, neu.
History tells that every human being desire to foresee, comprehend and ultimately explore the future. Multi-step ahead forecasting is a challenging research area due to propagation of forecasting errors with the increase of forecasting steps. Two interesting architectures based on nearest neighbor method are proposed. Importance of selection criteria in nearest neighbor search plays an important role in multi-step ahead forecasting. Effect of up-sampling of time series and change of effective embedding dimension on the forecasting errors is studied in detail. Effect of five interpolation schemes for up-sampling and comparison of three distance metrics for nearest neighbor search on forecasting performance is also included. A hybrid selection criterion of nearest neighbor with avoidance of biasing is found to be very effective in multi-step ahead forecasting. In the end, predictability analysis of proposed algorithms on ten benchmark time series highlight the effectiveness of the forecasting algorithms in the scenarios of series collected from different kinds of dynamic systems. This book is based on the PhD work of Mr. Rahat Abbas.
4
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NEW ALGORITHMS FOR MULTI-STEP AHEAD FORECASTING: Using Computational Intelligence Paradigm (2010)
DE PBISBN: 9783639249811 bzw. 363924981X, in Deutsch, VDM Verlag Dr. Müller, Taschenbuch.
Lieferung aus: Vereinigte Staaten von Amerika, تكاليف الشحن إلى: ARE.
Von Händler/Antiquariat, Ergodebooks.
VDM Verlag Dr. Müller, 2010-04-14. Paperback. Used:Good. Ships Fast. Expedite Shipping Available.
Von Händler/Antiquariat, Ergodebooks.
VDM Verlag Dr. Müller, 2010-04-14. Paperback. Used:Good. Ships Fast. Expedite Shipping Available.
5
NEW ALGORITHMS FOR MULTI-STEP AHEAD FORECASTING Arif Rahat Techno. 9783639249811
DE NWISBN: 9783639249811 bzw. 363924981X, in Deutsch, VDM Verlag Dr. Müller, Saarbrücken, Deutschland, neu.
Lieferung aus: Vereinigtes Königreich Großbritannien und Nordirland, نوع التسليم: Free, التسليم: Vereinigte Staaten von Amerika, Kanada, Vereinigtes Königreich Großbritannien und Nordirland, Australien, Österreich, Belgien, Frankreich, Deutschland, Italien, Japan, Spanien, Niederlande, China, Volksrepublik, Hongkong, Antigua und Barbuda, Bulgarien, Kroatien, Zypern, Tschechische Republik, Dänemark, Estland, Finnland, Griechenland, Ungarn, Irland, Lettland, Litauen, Luxemburg, Malta, Polen, Portugal, Rumänien, Slowakei, Slowenien, Schweden, Russische Föderation, Brasilien, Neuseeland, Israel, Norwegen, موقع العرض: AL60EH Welwyn,United Kingdom, الشحن المجاني.
Von Händler/Antiquariat, generalities - scarce and interesting books.
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Von Händler/Antiquariat, generalities - scarce and interesting books.
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