farm machinery managers often need to make complex economic decisions on machinery replacement. repair and maintenance costs can have significant impacts on this economic decision. the farm manager must be able to predict farm machinery repair and maintenance costs. this study aimed to identify a regression model that can adequately represent the repair and maintenance costs in terms of machine...

To combine or not to combine? Though not a question of the same gravity as the Shakespeare’s to be or not to be, it is examined in this paper in the context of a hybrid neuro-fuzzy pattern classifier design process. A general fuzzy min-max neural network with its basic learning procedure is used within six different algorithm independent learning schemes. Various versions of cross-validation, r...

To combine or not to combine? This very important question is examined in this paper in the context of a hybrid neuro-fuzzy pattern classi(er design process. A general fuzzy min–max neural network with its basic learning procedure is used within (ve di3erent algorithm-independent learning schemes. Various versions of cross-validation and resampling techniques, leading to generation of a single ...

Due to the weakness of single methods their integration into hybrids is intensively researched in recent years. Most of these approaches use the static approach which is not successful in every situation therefore we build Multimethod approach that dynamically combines different machine learning methods following the assumption that only the synergetic combination of single models can unleash t...

Wheat is one of the important food staff in consumption pattern of each country. More than 50 % of human energy is supplied from bread in the developing country. Combine losses is less than 2-3% in developed countries, while in developing country is about 15-20% in different regions and circumstances of harvesting seasons and field conditions. In this research project that effect of combine typ...