[PDF] Top 20 Entropy-based approach to missing-links prediction

... our approach is, thus, radically different from the one inspir- ing other link-prediction algorithms: we aim at finding the (most likely) generative process for the network at hand, while other methods ... See full document

... link prediction in Co-authorship ...The links having higher similarity score are supposed to be of higher existence ...link prediction focus on the application of similarity measures such as Common ... See full document

... accurate based on the prediction results shown in [24,25], where MultiEXCELL rain maps were used in the context of terrestrial radio ...analytical approach aimed at predicting rain attenuation on FSO ... See full document

... (anomaly prediction) but anomaly detection with post-hoc ...new approach for anomaly prediction based on PCA (principle component analysis) and information entropy theory, and support ... See full document

... instance based which uses entropy as a distance ...consistent approach to handling of real valued attributes, symbolic attributes and missing ...instance based classifier, similar to K ... See full document

... ABSTRACT: These days e-commerce is becoming more popular, the number of customer reviews for online products is growing rapidly. For a popular product, there can be many numbers of reviews. This makes it tough for a ... See full document

... our approach, when similarity is evaluated between any two articles pub- lished in two different years, all the articles published in the time interval between these two years can only be cited by the more recent ... See full document

... is based on a qualitative empirical research in Finland in 2010-2011: 1) memory work on ecological concerns in one’s everyday life among seven researchers, including the author; 2) interviews of ten participants ... See full document

... (although missing values are often ...the prediction of all missing items in a shopping cart, our algorithm speeds up the computation by the use of the item set trees (IT-trees) and then uses DS ... See full document

... learning based approaches consist of network-based collective classification algorithms, the main idea of which is to exploit the relationships between the objects to assign them into classes, where the ... See full document

... External links are negatively related to household degree, and therefore there is evidence of sub- stitutability between internal exchanges and external ...external links, again mainly within each network, ... See full document

... workload prediction accuracy, this paper proposes an approach using the long short-term memory (LSTM) encoder-decoder network with attention ...the approach extracts the sequential and contextual ... See full document

... distribution. Entropy based anomaly detection captures more fine grained traffic patterns as compared to normal volume based ...calculating entropy where as Power law (also called the scaling ... See full document

... developed a multi-criteria decision making (MCDM) approach based on cross entropy and TOPSIS.. 43.[r] ... See full document

... The results of this study should be interpreted with care as it was single center study. Although small number of patients limited the accuracy of the study but low incidence of gallbladder cancer makes it difficult to ... See full document

... As our assessment indicates, there is a lack of empirical research on the significance and benefits of food supply chain management. Although a majority will agree to the importance and potential benefits of it, somehow ... See full document

... be based on ...is based on the values and visions shared by all the members in the organization; a strong, shared culture; a technical system that is highly complex; operations in the organic organization ... See full document

... The range of entropy values for epileptic segments was from -1.3568e+010 to -6.2167e+011. The mean entropy value of normal segments is -4.89E+09 and that of epileptic segments is -9.93E+10. The mean ... See full document

... study, Entropy weight based TOPSIS method for decision making to tackle multi criteria decision making problem affected by uncertainty and taking into account the preferences of the decision maker is ... See full document

... Abstract. Flash flood events are floods characterised by a very rapid response of basins to storms, often resulting in loss of life and property damage. Due to the specific space- time scale of this type of flood, the ... See full document