An incremental prototype set building technique
نویسندگان
چکیده
منابع مشابه
An incremental prototype set building technique
This paper deals with the task of "nding a set of prototypes from the training set. A reduced set is obtained which is used instead of the training set when nearest neighbour classi"cation is used. Prototypes are added in an incremental fashion, where at each step of the algorithm, the number of prototypes selected keeps on increasing. The number of patterns in the training data classi"ed corre...
متن کاملA Hybrid Framework for Building an Efficient Incremental Intrusion Detection System
In this paper, a boosting-based incremental hybrid intrusion detection system is introduced. This system combines incremental misuse detection and incremental anomaly detection. We use boosting ensemble of weak classifiers to implement misuse intrusion detection system. It can identify new classes types of intrusions that do not exist in the training dataset for incremental misuse detection. As...
متن کاملAn Enhanced Incremental Prototype Classifier using Subspace Representation Scheme
Prototype classifiers have been studied for many years. But most methods adopt single vectors as prototypes to represent the original data. It is difficult to learn the local information [1] with such prototypes. In this paper, we propose an incremental classifier named Subspace Based Prototype Classifier (SBPC) to handle the issue. SBPC designs an augmented strategy to enhance traditional prot...
متن کاملEvolutionary Clustering Using an Incremental Technique
Since the various clustering methods developed over the time have failed to prove their flawless efficiency in the field, it might be that evolutionary computation holds the solution to this issue as well. The goal of this paper is to present such an evolutionary technique with a classical clustering engine behind it.
متن کاملSimulation Calibration of an Extensive Air Shower array, by a logged data set of its small prototype
Alborz observatory is an EAS array in the heights of Alborez mountain chain near Tehran. For the development of the array, more number of detectors is inevitable. The managing the financial resources and achieving the highest efficiency of the array is important for the project. Therefore, Water Cherenkov Detectors has been used for 9 months in the same way as the previous experiment with Scint...
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: Pattern Recognition
سال: 2002
ISSN: 0031-3203
DOI: 10.1016/s0031-3203(00)00184-9