Towards Intelligent Autonomous Systems -- General Aspects of Intelligent Autonomous Systems -- Design and Development of Intelligent Autonomous Robots -- Gait Planning of Biped Robots Using Soft Computing: An Attempt to Incorporate Intelligence -- On Design and Development of an Intelligent Mobile Robotic Vehicle for Stair-Case Navigation -- Ensemble Learning for Multi-source Information Fusion -- Towards Developing Intelligent Autonomous Systems in Psychiatry: Its Present State and Future Possibilities -- Condition Monitoring of Internal Combustion Engine Using EMD and HMM -- An Intelligent Approach for Security Management of an Enterprise Network Using Planner -- High Dimensional Neural Networks and Applications.