Buchumschlag

A linguistic approach to time series forecasting

Methods for predicting dynamic time series (including non-stationary ones) based on a linguistic approach, namely, the study of occurrences and repetition of so-called N-grams, are proposed. This approach is used in computational linguistics to create statistical translators, detect plagiarism and d...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Datum:	2022
Hauptverfasser:	Ланде, Д. В., Юзефович , В. В.
Format:	Artikel
Sprache:	Ukrainisch
Veröffentlicht:	Інститут проблем реєстрації інформації НАН України 2022
Schlagworte:	time series forecasting N-gram method quantization trend model similarity criterion correlation linear regression
Online Zugang:	https://drsp.ipri.kiev.ua/article/view/262673
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!
Назва журналу:	Data Recording, Storage & Processing

Institution

Data Recording, Storage & Processing

Ähnliche Einträge

Algorithms of correlation methods for comprehensive interpretation of gravimetric and seismic data
von: Isgandarov, Elkhan
Veröffentlicht: (2025)

Spatiotemporal analysis of surface temperature dynamics in the Supii River basin using regression methods
von: Marhes, Serhii, et al.
Veröffentlicht: (2025)

Elements of nonlinear analysis of information streams
von: Lande, D. V., et al.
Veröffentlicht: (2017)

BILOZERSKA SERIES OF THE UKRAINIAN SHIELD: PROBLEMS OF STRATIGRAPHY AND CORRELATION
von: Покалюк, В.В., et al.
Veröffentlicht: (2023)

A linguistic approach to time series forecasting
von: D. V. Lande, et al.
Veröffentlicht: (2022)

Determination of the correlation degree between GNSS stations of Ukraine based on time series
von: Sosonka, Iryna
Veröffentlicht: (2021)

Analysis and prediction of anthropogenic impact on the atmospheric air of an industrial city with the use of new geographic and mathematical approaches
von: Bunyakova, Yu.Ya., et al.
Veröffentlicht: (2020)

Forecast of time series using their segmentation based on wavelet analysis of scalogram
von: Voloshko, A. V., et al.
Veröffentlicht: (2016)

DETERMINATION OF FORECASTED DEMAND FOR ELECTRICITY IN WAR AND POST-WAR TIMES IN UKRAINE BASED ON MACROECONOMIC FACTORS OF THE DEVELOPMENT OF ITS ECONOMY
von: Maistrenko, Natalia
Veröffentlicht: (2026)

A new technology for estimating time shifts in seismic monitoring of the exploitation of oil and gas fields and underground gas storage sites
von: Tyapkin, Yu. K., et al.
Veröffentlicht: (2018)

SPATIAL CORRELATIONS OF PSEPHITES AND PSAMMITES IN THE SEDIMENTARY COVER OF THE NOVOGRADSKIY BLOCK (THE UKRAINIAN SHIELD)
von: Baran, А.M.
Veröffentlicht: (2017)

Capabilities of short-term forecasting of solar energy
von: Kuznietsov, M., et al.
Veröffentlicht: (2017)

Information technology for passive location of dynamic events in the border zone
von: Vasylenko, Vladyslav, et al.
Veröffentlicht: (2025)

Forecasting electrical energy consumption for 24 hours ahead at country scale
von: Doroshenko, A.Yu., et al.
Veröffentlicht: (2024)

Mathematical model for forecasting hydrocarbon production based on time dependences of development periods of oil and natural gas fields
von: Kaplin , Mykola, et al.
Veröffentlicht: (2022)

Implementation of the reconstruction process for constructive-synthesizing models of fractal time series
von: Shynkarenko, V.I., et al.
Veröffentlicht: (2026)

THE METHODS OF DISTINCTION OF ACCESSORY MINERALS OF GOLD IN ACCORDANCE WITH GRADE OF THEIR IMPORTANCE IN CONGLOMERATES
von: Shestakov, O.Yu.
Veröffentlicht: (2019)

Functionally oriented model of adaptive short-term forecasting of electrical load
von: Voloshko, A. V., et al.
Veröffentlicht: (2016)

Objective Functions and Methods of Energy Scenarios Development under Market Conditions
von: Kostyukovskyi B.A.
Veröffentlicht: (2010)

PROBABILISTIC FORECASTING METHODS FOR WIND PLANTS CURRENT POWER
von: Uzheyko, S.
Veröffentlicht: (2018)

A METHODOLOGICAL APPROACH TO FORECASTING FUEL CONSUMPTION IN THE COUNTRY UNDER CONDITIONS OF LIMITED ACCESS TO STATISTICAL INFORMATION
von: Maliarenko, Olena
Veröffentlicht: (2026)

Forecasting union grid of Ukraine's load diagram by method of superposition year and day load diagram of electrical demand
von: Dubovskoy S.V., et al.
Veröffentlicht: (2002)

Earthquake forecasting by the results of the seismic signal trend analysis
von: Nagornyi, V. V.
Veröffentlicht: (2018)

Analysis of the relationship between the concentration of CO2 in the atmosphere and temperature of the air for research and forecasting of climate change in Ukraine
von: Lyalko, Vadim, et al.
Veröffentlicht: (2016)

Analysis of forecast methods of electric power graphs in pooled power systems and ability of their advancement
von: Kobrin P.P., et al.
Veröffentlicht: (2001)

A SYNTHETIC INSOLATION SERIES IN SIZING CALCULATIONS OF PV PLANTS
von: Gaevskii , O., et al.
Veröffentlicht: (2025)

A METHOD OF WAVELET ANALYSIS OF TIME SERIES OF PARAMETERS OF DIELECTRIC ABSORPTION OF ELECTRICAL INSULATING STRUCTURES
von: Bezprozvannych, G. V., et al.
Veröffentlicht: (2020)

Forecast of fuel and coal consumption in Ukraine until 2040 by a complex method of forecasting energy consumption
von: Maliarenko O.Ye., et al.
Veröffentlicht: (2021)

HYDROGEN TECHNOLOGIES FOR ALIGNMENT OF GENERATION SCHEDULES OF WIND POWER PLANTS DURING BALANCING OF ENERGY POWER SYSTEM MODES
von: Komar, V., et al.
Veröffentlicht: (2022)

EXCITATION WITH A SERIES OF PULSES OF A LINEAR PULSE ELECTRODYNAMIC TYPE CONVERTER OPERATING IN POWER AND HIGH-SPEED MODES
von: Bolyukh, V. F., et al.
Veröffentlicht: (2020)

Application of the method of complex forecasting for the determination of long-term demand for energy resources
von: Kulyk М.M., et al.
Veröffentlicht: (2017)

APPLICATION OF SINGULAR SPECTRUM ANALYSIS FOR DETERMINING THE TIMING AND MAGNITUDE OF EXCESSIVE ELECTRICITY CONSUMPTION
von: Kaurkin, Yevgen, et al.
Veröffentlicht: (2026)

SELECTION AND CORRELATION OF NEW STRATONS IN THE KANYLIVSKA SERIES OF UPPER VENDIAN OF VOLYN
von: MEL'NICHUK, V.G., et al.
Veröffentlicht: (2012)

Three-stage method of forecasting energy consumption levels in the economy with regard for regional energy saving potentials
von: Maistrenko N.Yu., et al.
Veröffentlicht: (2020)

THE TIME ELEMENT IN THE STRATEGY OF ELECTRIC GRIDS IMPROVEMENT
von: Cherkashina, V. V.
Veröffentlicht: (2014)

Improving diagnostic models for forecasting the behavior of dams equipped with automated monitoring systems
von: Stefanyshyn, D.V.
Veröffentlicht: (2017)

Forecasting the Dynamics of Stockbreeding Development Using Time Series
von: A. B. Kulyk
Veröffentlicht: (2024)

Analysis and forecasting of self-similar financial time series
von: Moklyachuk, M., et al.
Veröffentlicht: (2006)

Evaluation of indicators for desertification risk assessment of Oleshky sands desertification based on Landsat data time series
von: Lubskyi, Mykola, et al.
Veröffentlicht: (2023)

DETERMINATION HEAT TRANSFER COEFFICIENTS UV AND UV FOR PV PLANT`S MODELING USING PVSYST SOFTWARE
von: Bordakov, M.
Veröffentlicht: (2021)