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Welcome to 2015 International Seminar on Intelligent Technology and Its Application (ISITIA) held in Surabaya Indonesia, the second biggest city in Indonesia. It is the 16th seminar that annually organized by Electrical Engineering Department of Institut Teknologi Sepuluh Nopember (ITS). It is aimed as a forum to discuss the current Intelligent technology and Its Application that always involve academicians,...
As the Department Chair of Electrical Engineering Institut Teknologi Sepuluh Nopember (ITS) Surabaya (ITS), I would like towelcome all the participants in the International Seminar on Intelligent Technology and Its Application 2015 (ISITIA). Moreover, I would like to welcome all the keynote speakers from Japan and Indonesia. This is the 16th year of SITIA, and this is the first year for SITIA to be...
Automatic system to monitor the road condition is importance to minimize losses due to traffic accidents. The system is required considering the size of the road network in many modern metropolitan cities. Various monitoring techniques have been proposed and in this work, we evaluate the use of vehicle acceleration data in the longitudinal and lateral directions to detect the road anomalies particularly...
The Java Sea is one of the busiest ship traffic both of domestic and international shipping and potential marine accident is quite high. It is about 43.6% of marine accidents is caused by natural factor. There are two point in this research. Point 1 at latitude 5° 55′29.03″ S longitude 110°51′42.88″ E and point 2 at latitude 4°39′41.99″ S longitude 109°10′7.15″ E. Design predictor of significant wave...
This paper proposes a traffic light signal parameters optimization using particle swarm optimization (PSO) for real road network called as Ooe Toroku road network. The main aim of this method is to find out the best traffic light signal parameters, which can solve the traffic congestion on the real road network. The traffic light signal parameters that are optimized are offset, cycles, and splits...
Nowadays, Artificial Intelligence (AI) techniques have an important role in modern computer games especially to make NPCs in games more human-like, believable and natural. In a real time warfare game, coordination of NPC troops can create a deeper sense of immersion. Anyhow, multi behavior NPC troops have intelligence for selecting their behavior itself which sometimes does not appropriate to accomplish...
In the foreign currency exchange (FOREX), a technical data analysis system for predicting currency movements is needed to help traders in decision making. Thus, this study proposes a system of technical data analysis to movement prediction of Euro to USD using Genetic Algorithm-Neural Network (GANN). To generate a predicted value, Genetic Algorithm searching for the best value of Feed Forward Neural...
The machine text summarization is of necessary with the existing of the enormous amount of popular articles. This work evaluates the latent semantic analysis technique to summarize popular articles in Indonesia language. The summarization performance are evaluated with respect to precision, recall, and F-measure. As results, the performance seems to be reasonably high particularly when the summarization...
Forecasting can be used for helping the decision-makers to determine the next business strategy to improve the quality of Indonesia tourism such as the improvement of the accommodation facility like transportation and lodging, public services, and promotion to introduce Indonesia tourism objects. This research compared the forecasting performance between GM (1,1) and ARIMA models to determine the...
User interaction with web sites generates a large amount of web access data stored in the web access logs. Those data can be used for e-commerce to conduct an evaluation of possessed website pages as one of the efforts to understand the desires of the user. Through classification techniques in web usage mining, we conducted an experiment to categorize a number of data obtained from the client log...
Ethyl alcohol (ethanol) is one of the most common organic compounds used in medical and industrial applications. Because of its human amiability, ethanol has become a perfect solvent for organic matter with varying concentration levels for different purposes. Nevertheless, ethanol has a unique character that makes it evaporates at a level of temperature, which is called flash point. Storing ethanol...
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