Over the years, research studies have shown there is a key connection between microbial community in gut, genes, and immune system. Understanding this association may help discover cause of complex chronic idiopathic disorders such as inflammatory bowel disease. Even though important efforts been put into field, functions, dynamics, causation dysbiosis state performed by remains unclear. Machin...

A merge process is proposed to engineer a multi-spin flip in an Ising machine. The deforms the Hamiltonian (energy function) of model. We prove theorem for and show that single-spin deformed equivalent original Hamiltonian. induces transition within subspace feasible solutions. propose hybrid simulated annealing (SA) algorithm with process. outperforms conventional SA algorithm, genetic tabu se...

Direct multi-task twin support vector machine (DMTSVM) explores the shared information between multiple correlated tasks, then it produces better generalization performance. However, contains matrix inversion operation when solving dual problems, so costs much running time. Moreover, kernel trick cannot be directly utilized in nonlinear case. To effectively avoid above a novel nonparallel (MTNP...

Hybrid Event-B, initially introduced for single machines to add continuously varying behaviour to discrete change of state in Event-B, is extended to cater for multiple cooperating machines. Multiple machine working is mediated by INTERFACE and PROJECT constructs. The former encapsulates a set of variables, their invariants and initialisations, in a form that several machines can exploit simult...

In this contribution, we will discuss a prototype that allows a group of users to design sound collaboratively in real time using a multi-touch tabletop. We make use of a machine learning method to generate a mapping from perceptual audio features to synthesis parameters. This mapping is then used for visualization and interaction. Finally, we discuss the results of a comparative evaluation study.

this paper deals with the single machine multi-product lot scheduling problem in which defective items are produced in any production run of each product. we have adopted the common cycle scheduling policy and assumed that the setup times for production of each product can be non-zero. further, we have assumed that defective items will be reworked and the inspection costs during the normal prod...