Autonomous learning behavior is an important skill for students, but they often do not master it sufficiently. We investigated the potential of nudging as a teaching strategy in tertiary education to support three autonomous behaviors: planning, preparing class, and asking questions. Nudging originating from behavioral economics used influence by changing environment, consists altering choice e...

The time lag between the identification and initiation of actuation protocol is more in conventional fire combat system. This turn increases response resulting financial loss as well injuries to human beings. In this paper an efficient method proposed eliminate resource loss. system extinguishes before it reaches its destructive level. It eliminates all flaws extinguishers improves damage limit...

In this paper, an incremental learning model called Resource Allocating Network with Long-Term Memory (RAN-LTM) is extended such that the learning is conducted with some autonomy for the following functions: 1) data collection for initial learning, 2) data normalization, 3) addition of radial basis functions (RBFs), and 4) determination of RBF centers and widths. The proposed learning algorithm...

The book is about designing and building learning autonomous robots. An autonomous robot is a remarkable example of a device that is difficult to design and program, because it must carry out its task in a partially unknown and unpredictable environment, with which it interacts through noisy sensors and actuators. There is a fairly widespread opinion that a good way of coping with this situatio...

This paper focuses on the application of BP neural network, taking an evaluation system of English autonomous learning ability as an example. Based on the full analysis the inscape of the system, the recorded data that is related with Web server log in a process of students' online learning has been collected and analyzed by using data mining technology. With BP neural network pattern, an evalu...