We present a physical interpretation of machine learning functions, opening up the possibility to control properties statistical systems via inclusion these functions in Hamiltonians. In particular, we include predictive function neural network, designed for phase classification, as conjugate variable coupled an external field within Hamiltonian system. Results two-dimensional Ising model evide...

Machine learning is a science that explores the building and study of algorithms that can learn from the data. Machine learning process is the union of statistics and artificial intelligence and is closely related to computational statistics. Machine learning takes decisions based on the qualities of the studied data using statistics and adding more advanced artificial intelligence heuristics a...

A wide range of software units can be classified as state machines. We extend conventional state machine notations by adding regular expressions of events and unions of source states to state machine transitions. Reusable software components are generated from these extended state machine specifications. Component specification and generation are illustrated in Java.

We have developed a two-stage machine translation (MT) system. The first stage is a rule-based machine translation system. The second stage is a normal statistical machine translation system. For Chinese-English machine translation, first, we used a Chinese-English rule-based MT, and we obtained ”ENGLISH” sentences from Chinese sentences. Second, we used a standard statistical machine translati...

Additive numeration systems and the corresponding additive arithmetic functions have been studied from various points of view since the seminal papers of H. Delange [4, 5], where such functions were investigated for the usual q-adic numeration system. Later more exotic systems of numeration, such as general linear numeration systems [13, 14], especially such systems defined by linear recurring ...

From the abacus to the adding machine to the supercomputer, for centuries humans have used aids to enable mathematical computations. As the mathematical tabulations grew in complexity, so did the ‘machines’ that enabled more complex calculations. This in turn presented the problem of implementing beautifully written formulas in a form a computer ‘aid’ could understand. Today statistics specific...

Composition, change and complexity have attracted ev- eryone’s attention towards Self-Adaptive systems. These systems, inspired by the human body, are capable of adapting to changes in the inner and outer environment. The main objective of this study is to achieve a more con- venient availability for e-banking services in the payment switch, using self-healing systems and focusing on the failur...

Composition, change and complexity have attracted ev- eryone’s attention towards Self-Adaptive systems. These systems, inspired by the human body, are capable of adapting to changes in the inner and outer environment. The main objective of this study is to achieve a more con- venient availability for e-banking services in the payment switch, using self-healing systems and focusing on the failur...

Some stove and adding machine arrangements chosen by our subjects were influenced by both their sex and handedness.

I. L. Auerb~ch (Burroughs Adding Machine Company): Could you tell us the temperature at which you are encapsulating the transistors and crystals and the effect it has on their life? J. Felker: I do not know what that temperature is. I know it is possible to put 'i these in the capsule and still have a satis::'factory yield. In other words, we have .• working units that have been put in plastic....