Artificial Intelligence Advances

Articles

• Development of a Novel Media-independent Communication Theology for Accessing Local & Web-based Data: Case Study with Robotic Subsystems

  Debanik Roy

  1-35

  
  Article ID: 2920    DOI：https://doi.org/10.30564/aia.v3i1.2920
  
  85  (Download)
  

  Abstract: Realizing media independence in today’s communication system remains an open problem by and large. Information retrieval, mostly through the Internet, is becoming the most demanding feature in technological progress and this web-based data access should ideally be in user-selective form. While blind-folded access of data through the World Wide Web is quite streamlined, the counter-half... More

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• Application of LSTM and CONV1D LSTM Network in Stock Forecasting Model

  Qiaoyu Wang, Kai Kang, Zhihan Zhang, Demou Cao

  36-43

  
  Article ID: 2790    DOI：https://doi.org/10.30564/aia.v3i1.2790
  
  138  (Download)
  

  Abstract:

  Predicting the direction of the stock market has always been a huge challenge. Also, the way of forecasting the stock market reduces the risk in the financial market, thus ensuring that brokers can make normal returns. Despite the complexities of the stock market, the challenge has been increasingly addressed by experts in a variety of... More

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• Fuzzy Logic Based Perceptual Image Hashing Algorithm in Malaysian Banknotes Detection System for the Visually Impaired

  Wai Kit Wong, Chi Jie Tan, Thu Soe Min, Eng Kiong Wong

  44-56

  
  Article ID: 3249    DOI：https://doi.org/10.30564/aia.v3i1.3249
  
  103  (Download)
  

  Abstract: Visually impaired persons have difficulty in business that dealing with banknote. This paper proposed a Malaysian banknotes detection system using image processing technology and fuzzy logic algorithm for the visually impaired. The Malaysian banknote reader will first capture the inserted banknote image, sending it to the cloud server for image processing via Wi-Fi medium. The... More

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• Ransomware Attack: Rescue-checklist Cyber Security Awareness Program

  Mohammed Daffalla Elradi, Mohamed Hashim Mohamed, Mohammed Elradi Ali

  57-62

  
  Article ID: 3162    DOI：https://doi.org/10.30564/aia.v3i1.3162
  
  112  (Download)
  

  Abstract: Ransomware attacks have been spreading broadly in the last few years, where attackers deny users’ access to their systems and encrypt their files until they pay a ransom, usually in Bitcoin. Of course, that is the worst thing that can happen; especially for organizations having sensitive information. In this paper we proposed a cyber security... More

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• Machine Learning Meets the Semantic Web

  Konstantinos Ilias Kotis, Konstantina Zachila, Evaggelos Paparidis

  63-70

  
  Article ID: 3178    DOI：https://doi.org/10.30564/aia.v3i1.3178
  
  219  (Download)
  

  Abstract: Remarkable progress in research has shown the efficiency of Knowledge Graphs (KGs) in extracting valuable external knowledge in various domains. A Knowledge Graph (KG) can illustrate high-order relations that connect two objects with one or multiple related attributes. The emerging Graph Neural Networks (GNN) can extract both object characteristics and relations from KGs. This paper... More

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