This work introduces a supervised tree-based method dealing with preference rankings as response variable. Preference rankings usually depend on the characteristics of both the individuals judging a set of objects and the objects being judged. This theme has been handled in the literature with log-linear representations of the generalized Bradley-Terry model. Tree-based models working with multivariate response variables are present in the literature. The problem with preference rankings is that an ordering can be considered as a unique multidimensional ”entity” rather than a multivariate distribution. For this reason the techniques known in the literature to define split for multivariate response variables are not able to obtain impurity...
The problem of Label Ranking is receiving increasing attention from several research communities. Th...
In everyday life ranking and classification are basic cognitive skills that people use in order to g...
Ranking is an important part of several areas of contemporary research, including social sciences, d...
This work introduces a supervised tree-based method dealing with preference rankings as response var...
This work introduces a supervised tree-based method dealing with preference rankings as response var...
In the framework of preference rankings, when the interest lies in explaining which predictors and w...
Preference rankings usually depend on the characteristics of both the individuals judging a set of o...
Preference data represent a particular type of ranking data where a group of people gives their pref...
In the framework of preference rankings, the interest can lie in finding which predictors and which ...
Within the framework of preference rankings, the interest can lie in finding which predictors and wh...
Ranking/preference data arises from many applications in marketing, psychology and politics. We esta...
Preference rankings are data expressing preferences of individuals over a set of available alternati...
Preference data represent a particular type of ranking data (widely used in sports, web search, soc...
This paper introduces the Bradley-Terry regression trunk model, a novel probabilistic approach for t...
Outline of the talk: Preference rankings -Geometry of rankings, Overview of statistical methods and ...
The problem of Label Ranking is receiving increasing attention from several research communities. Th...
In everyday life ranking and classification are basic cognitive skills that people use in order to g...
Ranking is an important part of several areas of contemporary research, including social sciences, d...
This work introduces a supervised tree-based method dealing with preference rankings as response var...
This work introduces a supervised tree-based method dealing with preference rankings as response var...
In the framework of preference rankings, when the interest lies in explaining which predictors and w...
Preference rankings usually depend on the characteristics of both the individuals judging a set of o...
Preference data represent a particular type of ranking data where a group of people gives their pref...
In the framework of preference rankings, the interest can lie in finding which predictors and which ...
Within the framework of preference rankings, the interest can lie in finding which predictors and wh...
Ranking/preference data arises from many applications in marketing, psychology and politics. We esta...
Preference rankings are data expressing preferences of individuals over a set of available alternati...
Preference data represent a particular type of ranking data (widely used in sports, web search, soc...
This paper introduces the Bradley-Terry regression trunk model, a novel probabilistic approach for t...
Outline of the talk: Preference rankings -Geometry of rankings, Overview of statistical methods and ...
The problem of Label Ranking is receiving increasing attention from several research communities. Th...
In everyday life ranking and classification are basic cognitive skills that people use in order to g...
Ranking is an important part of several areas of contemporary research, including social sciences, d...