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Sequential Classification Via Fuzzy Relations

2006
In this paper there are developed and evaluated methods for performing sequential classification (SC) using fuzzy relations defined on product of class set and fuzzified feature space. First on the base of learning set, fuzzy relation in the proposed method is determined as a solution of appropriate optimization problem. Next, this relation in the form
Marek Kurzynski, Andrzej Zolnierek
openaire   +1 more source

Pattern Classification via Single Spheres

2005
Previous sphere-based classification algorithms usually need a number of spheres in order to achieve good classification performance. In this paper, inspired by the support vector machines for classification and the support vector data description method, we present a new method for constructing single spheres that separate data with the maximum ...
Jigang Wang   +2 more
openaire   +1 more source

Relation Classification via BiLSTM-CNN

2018
In sentence-level relation classification field, both recurrent neural networks (RNN) and conventional neural networks (CNN) have won tremendous success. These methods do not rely on NLP systems like named entity recognizers (NER). However either CNN or RNN has its advantages and disadvantages for relation classification.
Lei Zhang 0049, Fusheng Xiang
openaire   +2 more sources

Classification of Data in Research

Ca-A Cancer Journal for Clinicians, 1979
L Garfinkel
exaly  

Soft Tissue Sarcomas: Classification and Natural History

Ca-A Cancer Journal for Clinicians, 1981
Steven I Hajdu, S I Hajdu
exaly  

Classification and Staging of Renal Cell Carcinoma

Ca-A Cancer Journal for Clinicians, 1985
George R Prout
exaly  

The Incidence, Clinical and Pathological Classification of Cancer of the Prostate

Ca-A Cancer Journal for Clinicians, 1965
Harry Grabstald
exaly  

The Pathology of Tumors, Part III: Grading, Staging & Classification

Ca-A Cancer Journal for Clinicians, 1979
Juan Rosai, L V Ackerman, J Rosai
exaly  

Benign Soft Tissue Tumors: Classification and Natural History

Ca-A Cancer Journal for Clinicians, 1987
Steven I Hajdu, S I Hajdu
exaly  

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