Weather Forecasting Using Arduino Based Cube-Sat

Weather Forecasting Using Memory-based Reasoning

We have implemented a weather forecasting system, WINDOM, which uses memorybased reasoning. The observation data from Japan Meteorological Agency's networks were used directly as input data and the system was used to predict the weather. We used 5 categories such as clear, clouded, rainy, snowy, stormy, or 2 categories such as rainy or not rainy, to describe Tokyo 6 hours ahead. Two weighting m...

Solving Rubik's Cube Using SAT Solvers

Rubik’s Cube is an easily-understood puzzle, which is originally called the “magic cube”. It is a well-known planning problem, which has been studied for a long time. Yet many simple properties remain unknown. This paper studies whether modern SAT solvers are applicable to this puzzle. To our best knowledge, we are the first to translate Rubik’s Cube to a SAT problem. To reduce the number of va...

Weather Radar image Based Forecasting using Joint Series Prediction

Cyber Weather Forecasting: Forecasting Unknown Internet Worms Using Randomness Analysis

Since early responses are crucial to reduce the damage from unknown Internet attacks, our first consideration while developing a defense mechanism can be on time e ciency and observing (and predicting) the change of network statuses, even at the sacrifice of accuracy. In the recent security field, it is an earnest desire that a new mechanism to predict unknown future Internet attacks needs to b...

Weather forecasting model using Artificial Neural Network

Weather forecasting has become an important field of research in the last few decades. In most of the cases the researcher had attempted to establish a linear relationship between the input weather data and the corresponding target data. But with the discovery of nonlinearity in the nature of weather data, the focus has shifted towards the nonlinear prediction of the weather data. Although, the...