Assume we are given a large collection of objects, each with several hundred attributes, and we wish to assign scores and take appropriate actions for each object in such a way as to maximize a given objective function defined on the entire collection. In this paper, we describe a methodology that uses data mining to divide the objects into different clusters on the basis of their attributes so...

If the global healthcare system would be a country, it fifth largest emitter. Hence various health care systems worldwide have committed themselves to become carbon neutral. In Europe, Germany as an economy and German produces by far most emissions. This has significant impact on of population in Germany, Europe worldwide. It leads Disability Adjusted Life Years (DALYs) well premature deaths. T...

A photodiode and data acquisition card whose sampling clock is synchronized to the repetition rate of a laser are used to measure the energy of each laser pulse. Simple analysis of the data yields the noise spectrum from very low frequencies up to half the repetition rate and quantifies the pulse energy distribution. When two photodiodes for balanced detection are used in combination with an op...

In this study, Akkaraman sheep and Hair goats raised extensively on the same farm were scored with FAMACHA card. Score 1 was not present in both goats, whereas scores 5 2 detected respectively. While number of animals 2, 3, 4 9, 46, 55 sheep, 4, 6, 55, 41, differences amount RBC, Hct, Hb according to these score groups found statistically significant, confirming anemia (p < 0.01). The a 3-4 101...

Balance score card yang diperkenalkan Norton dan Kaplan pada tahun 1992 membawa angin segar ke perusahaan atau organisasi bisnis untuk diterapkan mencapai hasil diinginkan diharapkan dalam pencapaian tujuan, target, kinerja. Penerapan balance akan mengarah efisiensi efektifitas visi strategi sehingga kepekaan terhadap lingkungan dapat tercapai. Dengan demikian kualitas, layanan, kreativitas, in...

Despite increasing attention from academics and practitioners Design Management lacks a widely-agreed upon empirical measure. This paper proposes new conceptualization of based on the view design as “managed process” within organizations (Bruce Bessant, 2002, p. 38). We employ an expert rating procedure product briefs Exploratory Factor Analysis to derive eleven factors information elements con...

This paper proposes an intelligent credit card fraud detection model for detecting fraud from highly imbalanced and anonymous credit card transaction datasets. The class imbalance problem is handled by finding legal as well as fraud transaction patterns for each customer by using frequent itemset mining. A matching algorithm is also proposed to find to which pattern (legal or fraud) the incomin...