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The RAS method is an iterative procedure that bi-proportionally scales input–output table to be consistent with given row and column sums. It can used disaggregate annual national more detailed tables, such as regional, quarterly, domestic/imported tables. However, the regular two-dimensional does not ensure consistency of disaggregated tables original table. For this problem, we use multidimen...

The OpenGL geometry pipeline lighting stage requires raising a number in the range [0, 1] to a power between [1, 128] to compute specular reflections and spotlights. The result need only be accurate to a number of bits related to the color depth of the output device. This paper describes a hardware implementation of such a powering unit based on a logarithm lookup table, a multiplier, and an in...

We propose the Probabilistic Timed I/O Automaton (PTIOA) framework for modelling and analyzing discretely communicating probabilistic hybrid systems. State transition of a PTIOA can be nondeterministic or probabilistic. Probabilistic choices can be based on continuous distributions. Continuous evolution of a PTIOA is purely nondeterministic. PTIOAs can communicate through shared actions. By sup...

-We propose a new method for the use of genetic algorithms to synthesize a finite state machine consistent with a given input/output sequence set. Our approach improves the method previously used by many researchers by omitting the evolution of complete FSM but rather evolve only the state transition function. The output will later be inferred from the input/output sequence set. The results sho...

In this paper we argue that for wide deployment, interactive surfaces should be embedded in real environments as unobtrusively as possible. Rather than deploying dedicated interactive furniture, in environments such as pubs, cafés, or homes it is often more acceptable to augment existing tables with interactive functionality. One example is the use of robust camera-projector systems in real-wor...

Suppose several two-valued input-output systems are designed by setting the levels of several controllable factors. For this situation, Taguchi method has proposed to assign the controllable factors to the orthogonal array and use ANOVA model for the standardized SN ratio, which is a natural measure for evaluating the performance of each input-output system. Though this procedure is simple and ...

The multi-touch music table is a novel tabletop tangible interface for expressive musical performance. User touches the picture projected on the table glass surface to perform music. User can click, drag or use various multi-touch gestures with fingers to perform music expressively. The picture color, luminosity, size, finger gesture and pressure determine the music output. The table detects up...

Most of neural language models use different kinds of embeddings for word prediction. While word embeddings can be associated to each word in the vocabulary or derived from characters as well as factored morphological decomposition, these word representations are mainly used to parametrize the input, i.e. the context of prediction. This work investigates the effect of using subword units (chara...