Information Decomposition and Synergy
نویسندگان
چکیده
منابع مشابه
Information Decomposition and Synergy
Recently, a series of papers addressed the problem of decomposing the information of two random variables into shared information, unique information and synergistic information. Several measures were proposed, although still no consensus has been reached. Here, we compare these proposals with an older approach to define synergistic information based on the projections on exponential families c...
متن کاملSynergy, Redundancy and Common Information
We consider the problem of decomposing the total mutual information conveyed by a pair of predictor random variables about a target random variable into redundant, unique and synergistic contributions. We focus on the relationship between “redundant information” and the more familiar informationtheoretic notions of “common information.” Our main contribution is an impossibility result. We show ...
متن کاملInformation Synergy of Industrial Symbiosis
Purpose: This paper tries to review the exiting literature on Information and Communication Technologies for Industrial Symbiosis. And it presents an open data approach to the Industrial Symbiosis research. Method: Literature reviews and data mining are used to achieve the research purposes. Results: Four insights can be gained from an explorative open data approach on E-PRTR data sets: 1. We c...
متن کاملInformation technologies - synergy of theory and application
In this lecture we give several examples and lessons learned from research, development and experiments in the area of theory and applications of information technology. We will try to describe a possible synergy of theory and application too. Namely, to describe where practical needs bring new problems for theory and where theory helps to formulate methods, which should be verified in practice...
متن کاملInformation Granule Decomposition
Information sources provide us with granules of information that must be transformed, analyzed and built into structures that support problem solving. One of the main goals of information granule calculi is to develop algorithmic methods for construction of complex information granules from elementary ones by means of available operations and inclusion (closeness) measures. These constructed co...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Entropy
سال: 2015
ISSN: 1099-4300
DOI: 10.3390/e17053501