This paper has developed a generalised sampling strategy for the rapid location of objects in digital images. In this strategy a priori information on the possible locations of objects is used to guide the sampling process, and earlier body-based and edge-based approaches emerge automatically on applying the right a priori probability maps. In addition, the limitations of the earlier regular sa...

Over the last decade the speed at which knowledge is generated has greatly accelerated, thus exacerbating the problem of finding the right information at the right time and posing new kinds of challenges to the management of an ever increasing pool of knowledge. Taking up the ideas of the ancient Greek concept of Academia, the “NetAcademy” is aiming at providing a knowledge medium to aid in the...

This paper describes a new method in pairing-based signature schemes for identifying the invalid digital signatures in a batch after batch verification has failed. The method more efficiently identifies non-trivial numbers, w, of invalid signatures in constrained sized, N , batches than previously published methods, and does not require that the verifier possess detailed knowledge of w. Our met...

We indicate the quantum tree search qiskit implementation by popular examples from symbolical artificial intelligence, 3-puzzle, 8-puzzle and ABC blocks world. Qiskit is an open-source software development kit (SDK) for working with computers at level of circuits algorithms IBM. The objects are represented symbols adjectives. Two principles presented. Either position description (adjective) fix...

We describe an expert system, Maies, under development for analysing forensic identification problems involving DNA mixture traces using quantitative peak area information. Peak area information is represented by conditional Gaussian distributions, and inference based on exact junction tree propagation ascertains whether individuals, whose profiles have been measured, have contributed to the mi...

Making inferences with a deep neural network on batch of states is much faster GPU than making one state after another. We build this property to propose Monte Carlo Tree Search algorithms using batched inferences. Instead either search tree or transposition table we use both in the same algorithm. The contains results while statistics Search. also analyze multiple heuristics that improve searc...

Communication networks have witnessed signi®cant growth in the last decade due to the dramatic growth in the use of Internet. The reliability and service quality requirements of modern data communication networks and the large investments in communications infrastructure have made it critical to design optimized networks that meet the performance parameters. Digital Data Service (DDS) is a popu...

In many problem settings, most notably in game playing, an agent receives a possibly delayed reward for its actions. Often, those rewards are handcrafted and not naturally given. Even simple terminal-only rewards, like winning equals 1 losing \(-1\), can be seen as unbiased statement, since these values chosen arbitrarily, the behavior of learner may change with different encoding. It is hard t...