Search: time series forecasting — Academic Articles

Time-Aware Service Ranking Prediction in the Internet of Things Environment

Yuze Huang, Jiwei Huang, Bo Cheng, Shuqing He et al. • Sensors (2017)

With the rapid development of the Internet of things (IoT), building IoT systems with high quality of service (QoS) has become an urgent requirement in both academia and industry. During the procedures of building IoT systems, QoS-aware ser...

DOAJ Open Access (DOAJ) DOI: 10.3390/s17050974

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Natural Language Processing-Based Financial Time Series Forecasting: Utilizing Sentiment Analysis for Improved Stock Price Prediction

Albert Ntumba Nkongolo, Yae Olatoundji Gaba, Kafunda Katalay Pierre, Esther Matendo Mabela et al. • Journal of Innovation Information Technology and Application (2025)

This study explores the application of natural language processing (NLP) techniques in financial time series forecasting, specifically in predicting stock prices. Historical stock price data and textual data from financial news articles and...

DOAJ Open Access (DOAJ) DOI: 10.35970/jinita.v7i1.2290

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Stock market forecasting research based on GA-WOA-LSTM.

Wu Huiyong, Zunlong Wang • PLoS ONE (2025)

With the increasing complexity and prosperity of global financial markets, stock market forecasting plays a critical role in investment decision-making, market regulation, and economic planning. This study proposes a hybrid prediction model...

DOAJ Open Access (DOAJ) DOI: 10.1371/journal.pone.0330324

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Academic Articles & Research Papers

Time-Aware Service Ranking Prediction in the Internet of Things Environment

Natural Language Processing-Based Financial Time Series Forecasting: Utilizing Sentiment Analysis for Improved Stock Price Prediction

Stock market forecasting research based on GA-WOA-LSTM.