I. Introduction
Effective bus travel time prediction plays an important role for intelligent transport system. Bus transportation reduces the private vehicle usage, fuel consumption and moreover reduces traffic congestion, if the arrival times of the buses are accurate. Traffic congestion directly affects the accessibility and mobility of buses in decreasing order and moreover travel time and air pollution is increased. Most of the institute, companies are provided transportation facility to their employees, students, workers, staff etc. so they can reach easily and comfortably reached their respected places timely but sometime due to delay in arrival they do not avail the transportation facility. Many of the private bus companies provide the timetable on the web, but that is not sufficient for knowing the exact arrival time of the bus and due to some unpredictable traffic, traffic lights, road conditions, weather conditions there is delay or early arrival of the buses at particular stop.