A LITERATURE SURVEY OF TIME SERIES FORECASTING APPROACHES

A LITERATURE SURVEY OF TIME SERIES FORECASTING APPROACHES

Registration ID: IJNRD_201577

Published ID: IJNRD2307349

DOI: http://doi.one/10.1729/Journal.35361

Smitkumar Arvindbhai Patel

This literature review offers a comprehensive analysis of time series forecasting techniques. It explores traditional methods such as autoregressive integrated moving average (ARIMA) and exponential smoothing, focusing on their strengths and limitations. The review discusses challenges in forecasting, including model selection and uncertainty estimation. It also highlights emerging trends in the field, such as the integration of external factors and ensemble methods. This review provides valuable insights for researchers and practitioners seeking a deeper understanding of time series forecasting and its potential applications.

Published Paper   E-Certificate

"A LITERATURE SURVEY OF TIME SERIES FORECASTING APPROACHES", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 7, page no.d436-d441, July-2023, Available :https://ijnrd.org/papers/IJNRD2307349.pdf

Volume 8 Issue 7, July-2023

Pages : d436-d441

Paper Reg. ID: IJNRD_201577

Published Paper Id: IJNRD2307349

Downloads: 000121332

Research Area: Computer Science & Technology 

Country: Mehsana, Gujarat, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2307349.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2307349

DOI: http://doi.one/10.1729/Journal.35361

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

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