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Acknowledgement
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Table of Contents
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List of Abbreviations
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List of Figures
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List of Tables
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Abstract
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Introduction
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Motivation
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Background
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Thesis Organization
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Literature Reviews
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Supervised Approach
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Hybrid Approach
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Time Series Forecasting Models
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Classification of Arabic Tweets over Time Episodes
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Arabic Tweets over Time Episodes Classification
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Preprocessing
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Back Propagation Algorithm
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Experimental Results and Analysis
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Summary and Conclusion
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Utilizing Deep Learning Algorithms for Sentiment Polarity Detection of Arabic Twitter Microblogs
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Data Collection
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Classification
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Experimental Results
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Forecasting Time- Based Arabic Tweets via ARMA, ARIMA, AND ANN
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ARMA, ARIMA, and ANN Application
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ARIMA Model
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ANN Model
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Summary and Conclusion
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Conclusions and Future Works
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Conclusions
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Future Works
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References
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Publication
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Appendices
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ARABIC SUMMARY