Concepedia

Serkan Aras

SA

Statistics

Publications

6

Citations

296

H-Index

6

Active since

2015

Affiliations

Dokuz Eylül University(Current)

Serkan Aras is an author at Dokuz Eylül University specializing in forecasting, engineering, and data science.

Top concepts

ForecastingEngineeringBusinessData SciencePredictive AnalyticsFinanceStatisticsAsset PricingVolatility ModelingMarketing

Publications per year

2015–2022

6

Publications

6

A new model selection strategy in time series forecasting with artificial neural networks: IHTS

Serkan Aras, İpek Deveci Kocakoç · Neurocomputing · 2015 · 74 citations

Intelligent Forecasting, Forecasting Methodology, Engineering +7

An interpretable forecasting framework for energy consumption and CO2 emissions

Serkan Aras, M. Hanifi Van · Applied Energy · 2022 · 65 citations

Energy Consumption, Forecasting Methodology, Engineering +9

Stacking hybrid GARCH models for forecasting Bitcoin volatility

Serkan Aras · Expert Systems with Applications · 2021 · 61 citations

Volatility Modeling, Asset Pricing, Bitcoin Volatility +4

COMPARATIVE STUDY ON RETAIL SALES FORECASTING BETWEEN SINGLE AND COMBINATION METHODS

Serkan Aras, İpek Deveci Kocakoç, Cigdem Polat · Journal of Business Economics and Management · 2017 · 35 citations · Full text

Forecasting Methodology, Engineering, Business Intelligence +18

On improving GARCH volatility forecasts for Bitcoin via a meta-learning approach

Serkan Aras · Knowledge-Based Systems · 2021 · 34 citations

Meta-learning Approach, Volatility Modeling, Computational Finance +12

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