International Journal of Intelligent Information Systems

Volume 6, Issue 6, December 2017

  • Classification for DGA-Based Malicious Domain Names with Deep Learning Architectures

    Feng Zeng, Shuo Chang, Xiaochuan Wan

    Issue: Volume 6, Issue 6, December 2017
    Pages: 67-71
    Received: Dec. 05, 2017
    Accepted:
    Published: Dec. 06, 2017
    Downloads:
    Views:
    Abstract: The preemptive defenses against various malware created by domain generation algorithms (DGAs) have traditionally been solved using manually-crafted domain features obtained by heuristic process. However, it is difficult to achieve real-world deployment with most research on detecting DGA-based malicious domain names due to poor performance and tim... Show More
  • Multiagent Cooperative Reinforcement Learning by Expert Agents (MCRLEA)

    Deepak Annasaheb Vidhate, Parag Arun Kulkarni

    Issue: Volume 6, Issue 6, December 2017
    Pages: 72-84
    Received: Oct. 02, 2017
    Accepted: Oct. 17, 2017
    Published: Dec. 07, 2017
    Downloads:
    Views:
    Abstract: The paper gives novel approach Multiagent Cooperative Reinforcement Learning by Expert Agents (MCRLEA) for dynamic decision making in the retail application. Furthermore, it put up different cooperation schemes for multiagent cooperative reinforcement learning i.e. EQ learning, EGroup, EDynamic, EGoal driven and Expert agents scheme. Implementation... Show More
  • The Innovation of Communication Planning Idea——Based on the Background of the Application of Artificial Intelligence in Media

    Feng Liu

    Issue: Volume 6, Issue 6, December 2017
    Pages: 85-89
    Received: Sep. 17, 2017
    Accepted: Oct. 10, 2017
    Published: Dec. 11, 2017
    Downloads:
    Views:
    Abstract: The idea of planning of communication is getting lost in the context of media convergence, but a hope of improving the humanity of news through technology emerged because of the arrival of the era of intelligent communication. There are still a lot of shortcomings in the current algorithm used in news production, however, intelligent communication ... Show More