Research

Arash Negahdari Kia

  • Fathian, M., & Kia, A. (2012). Exchange rate prediction with multilayer perceptron neural network using gold price as external factor. Management Science Letters, 2(2), 561-570., ISC
  • Kia, A. N., Fathian, M., & Gholamian, M. R. (2012). Using MLP and RBF Neural Networks to Improve the Prediction of Exchange Rate Time Series with ARIMA. International Journal of Information and Electronics Engineering, 2(4), 543., (Also published in IEEE Proceedings)
  • Kia, A. N., Haratizadeh S., & Zare, H. (2013). Prediction of USD/JPY Exchange Rate Time Series Directional Status by KNN with Dynamic Time Warping AS Distance Function. Bonfring International Journal of Data Mining, 3(2), 12.
  • Kia, A. N. (2016). Analysis and Prediction of Fluctuations for Sector Price Indices with Cross-Correlation and Association Mining Based Networks: Tehran Stock Exchange Case. Bonfring International Journal of Industrial Engineering and Management Science, 6(1).
  • Kia, A. N., Haratizadeh S., and Bagheri Shouraki S. A hybrid supervised semi-supervised graph-based model to predict one-day ahead movement of global stock markets and commodity prices. Expert Systems with Applications 105 (2018): 159-173.
  • Ph. D. candidate, University of Tehran, IT Engineering
  • Thesis Title: “Fluctuation prediction in financial markets using network structures and machine learning techniques”
  • M. S., Iran University of Science and Technology, IT Engineering, e-Commerce
  • B. S., University of Tehran, Computer Science

Address

  • Address:Faculty of New Sciences and Technologies, University of Tehran
    North Kargar Street, Tehran, Iran
  • Post Code: 1439957131
  • zip code: 14395 -1561