Çağatay Yücel, “Methods for Graph Embedding”, 01 Aralık 2011
Bilgisayar Mühendisliği Bölümü Semineri:
The contemporary information model deals only with syntactics of information, such as frequencies, length of words and compression of documents. Computable models targeting semantic properties of information, such as relations between words, should be defined and studied in order to improve analysis and retrieval of information. Manifolds are suitable differentiable mathematical objects for information to be defined on. By their very definition they are non-euclidean in the global view but in local scales they resemble euclidean spaces. One of the most basic representation of information is graphs. This presentation focuses on transition of discrete graphs onto manifolds to provide non-euclidean, continuous representations of information.