The Rose-Gurewitz-Fox approach applied for patents classification

نویسندگان

  • Ioan Bogdan Hodrea
  • Radu Ioan Bot
  • Gert Wanka
چکیده

We used the so-called deterministic annealing algorithm due to Rose and Gurewitz by the classification of patent documents. A C++ program based on this algorithm was run first on some artificially constructed data and the results were good. Then we tested it on data sets obtained from some already classified patents. The conclusion we reached is that this algorithm provides an alternative classification to the one used in the US Patent Classification System.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Constrained Clustering as an Optimization Method

Our deterministic annealing approach to clustering is derived on the basis of the principle of maximum entropy, is independent of the initial state, and produces natural hierarchical clustering solutions by going through a sequence of phase transitions. This approach i s modified here for a larger class of optimization problems by adding constraints to the free energy. The concept of constraine...

متن کامل

Fuzzy Clustering Methods for the Segmentation of Multivariate Medical Images

In this article, we present some results on the application of fuzzy methods to the segmentation of multivariate medical images. We report the results obtained by using the Fuzzy C-mean (FCM) algorithm by J. Bezdek and the method by K. Rose, E. Gurewitz and G. Fox (RGF) based on the Maximum Entropy Principle (MEP) that avoids any a priori assumption on the number of classes. In particular we st...

متن کامل

Chemical Engineering Software and Legal Protection Thereof

In recent years, an increasing number of Chemical Engineering Software (CES), which play an important role in improving efficiency in the petroleum industry, has been introduced to the                market. Generally, software is the product of intellectual creativity, but protection of the intellectual property residing in software is the subject of some controversy.  This paper explores the ...

متن کامل

A hybridization of evolutionary fuzzy systems and ant Colony optimization for intrusion detection

A hybrid approach for intrusion detection in computer networks is presented in this paper. The proposed approach combines an evolutionary-based fuzzy system with an Ant Colony Optimization procedure to generate high-quality fuzzy-classification rules. We applied our hybrid learning approach to network security and validated it using the DARPA KDD-Cup99 benchmark data set. The results indicate t...

متن کامل

تحلیل موضوعی پروانه‌های ثبت اختراع مخترعان ایرانی در پایگاه‌های بین المللی ثبت اختراع در فاصله سالهای 2011-1976

Background and Aim: Patents are used as indicators to assess the growth of science and technology in a given country or area. They are examined to determine the research potentials of research centers, universities, and inventors. This study aims to map the past and current trends in patenting activities with a view to understanding better and tracking the changing nature of science and technol...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • European Journal of Operational Research

دوره 173  شماره 

صفحات  -

تاریخ انتشار 2006