Computational modelling formulates, models any real-world problem, and develop solutions using computing. Computational models allow scientists to simulate and provide experimental solutions in place of analytical solutions for efficient decision making in complex systems. Computational models help various stakeholders of the system to visualize, predict, optimize, regulate, and control any complex system using high-end computing technologies in various applications from Science, Engineering, Economics, Cognitive science etc.
Computational Intelligence is a branch of Artificial Intelligence which deals with the systematic study of adaptive mechanisms to facilitate intelligent behaviour in complex and changing environments. The adaptive mechanisms are the paradigms that exhibit an ability to learn and adapt to new situations. Computational Intelligence paradigms are used for a wide range of applications including speech recognition, image processing, robot control, game strategies, whether predictions, prosthesis, health care etc.
The increased use of social media imposes challenges against security of systems connected through the Internet. The surge of digital attacks in the Internet era creates an increasing demand for sophisticated cyber security solutions to mitigate cyber risk. Cyber threats such as data theft, phishing scams and other cyber vulnerabilities mandate that users should remain vigilant about protecting data. Cyber Security is becoming an increasingly central facet of national security strategy, and both private and public sectors are working on it.