New Method Based Pre-Processing to Tackle Missing and High Dimensional Data of CRISP-DM Approach

a new approach to credibility premium for zero-inflated poisson models for panel data

هدف اصلی از این تحقیق به دست آوردن و مقایسه حق بیمه باورمندی در مدل های شمارشی گزارش نشده برای داده های طولی می باشد. در این تحقیق حق بیمه های پبش گویی بر اساس توابع ضرر مربع خطا و نمایی محاسبه شده و با هم مقایسه می شود. تمایل به گرفتن پاداش و جایزه یکی از دلایل مهم برای گزارش ندادن تصادفات می باشد و افراد برای استفاده از تخفیف اغلب از گزارش تصادفات با هزینه پائین خودداری می کنند، در این تحقیق ...

Analysis of Pre-processing and Post-processing Methods and Using Data Mining to Diagnose Heart Diseases

Today, a great deal of data is generated in the medical field. Acquiring useful knowledge from this raw data requires data processing and detection of meaningful patterns and this objective can be achieved through data mining. Using data mining to diagnose and prognose heart diseases has become one of the areas of interest for researchers in recent years. In this study, the literature on the ap...

Diagonal Ordering: A New Approach to High-Dimensional KNN Processing

Instantiation and adaptation of CRISP-DM to Bioinformatics computational processes

Among the many contributions made by information technologies to Bioinformatics, the techniques of intelligent data analysis combined with optimization techniques are the main application field nowadays. Many researches focused on DNA microarray field have proposed different approaches trying to obtain new undiscovered knowledge of diseases such cancer. All these researches can be represented a...

CRISP-DM: Towards a Standard Process Model for Data Mining

The CRISP-DM (CRoss Industry Standard Process for Data Mining) project proposed a comprehensive process model for carrying out data mining projects. The process model is independent of both the industry sector and the technology used. In this paper we argue in favor of a standard process model for data mining and report some experiences with the CRISP-DM process model in practice. We applied an...