The Structure of Granular Network Based on Granular Computing and its Application in Data Reduction

2007 ◽  
Author(s):  
ShaoBo Deng ◽  
Min Li ◽  
Sujie Guan ◽  
Lian Chen
Keyword(s):  
Data Reduction ◽  
Granular Computing

On the generation of multi-label prototypes

2020 ◽  
Vol 24 ◽  
pp. 167-183
Author(s):  
Marilyn Bello ◽  
Gonzalo Nápoles ◽  
Koen Vanhoof ◽  
Rafael Bello
Keyword(s):  
Data Reduction ◽  
Granular Computing ◽  
Learning Algorithms ◽  
Multiclass Classification ◽  
Training Set ◽  
Reduction Techniques ◽  
Reduction Methods

Data reduction techniques play a key role in instance-based classification to lower the amount of data to be processed. Prototype generation aims to obtain a reduced training set in order to obtain accurate results with less effort. This translates into a significant reduction in both algorithms’ spatial and temporal burden. This issue is particularly relevant in multi-label classification, which is a generalization of multiclass classification that allows objects to belong to several classes simultaneously. Although this field is quite active in terms of learning algorithms, there is a lack of data reduction methods. In this paper, we propose several prototype generation methods from multi-label datasets based on Granular Computing. The simulations show that these methods significantly reduce the number of examples to a set of prototypes without significantly affecting classifiers’ performance.

The CLASSIC/CLIMB Data Reduction: The Math

2014 ◽  
Vol 69-70 ◽  
pp. 75-99
Author(s):  
T. ten Brummelaar
Keyword(s):  
Data Reduction

ELECTRONIC AREA DETECTOR DATA REDUCTION SYSTEM AT THE SRS

1986 ◽  
Vol 47 (C5) ◽  
pp. C5-109-C5-113
Author(s):  
J. W. CAMPBELL ◽  
D. CROFT ◽  
J. R. HELLIWELL ◽  
P. MACHIN ◽  
M. Z. PAPIZ ◽  
...  
Keyword(s):  
Data Reduction ◽  
Area Detector ◽  
Reduction System

INOVASI PEMBELAJARAN AKIDAH AKHLAK MENGGUNAKAN METODE ROLE PLAY DALAM MENINGKATKAN PRESTASI BELAJAR SISWA

2018 ◽  
Vol 2 (1) ◽  
pp. 52-63
Author(s):  
Ansori Ansori
Keyword(s):  
Data Reduction ◽  
Role Play ◽  
Learning Goals ◽  
New Paradigm ◽  
Learning Materials ◽  
Analysis Technique ◽  
Flexible Schedule ◽  
Using Data ◽  
Real Action

The use of various methods will greatly help students in achieving learning goals. As role play method is one way mastery of learning materials through the development of imagination and appreciation of students on learning materials. Data collection techniques in this study are observation, interviews, and documentation. To analyze the data in this research using data analysis technique of Miles and Huberman model that is data reduction (Data Reduction), data presentation (Data Display) and conclusion (Conclution Drawing / verification) The findings in this research is innovation of role play method can change paradigm to the new paradigm so that the role of the teacher is more as a facilitator, counselor, consultant, and comrade study Flexible schedule, open as needed Learning directed by students themselves Problem-based, project, real world, real action, and reflection Design and investigation. Computers as tools, and dynamic media presentations.

PENERAPAN PEMBELAJARAN BILINGUAL DI TINGKAT TK

2020 ◽  
Vol 11 (2) ◽  
pp. 97-111
Author(s):  
Siti Meutia Sari
Keyword(s):  
Data Reduction ◽  
Data Display

Fenomena penerapan pembelajaran bilingual pada anak usia dini sangat melekat dalam kehidupan sehari-hari sebagai antisipasi dari persaingan global. Anak yang diberikan pembelajaran bilingual sejak dini akan mampu bersaing dengan dunia luar dikarenakan bisa mempelajari kebudayaan luar yang notabene menggunakan bahasa Inggris sebagai bahasa dunia. Penelitian ini bertujuan untuk mendeskripsikan pembelajaran bilingual pada anak usia dini di TK Al Azhar, Medan. Penelitian ini menggunakan penelitian kualitatif deskriptif. Pemilihan subjek dilakukan sesuai dengan kebutuhan peneliti. Subjek penelitian ini adalah, Kepala Pengelola TK Al Azhar, guru kelas, perilaku peserta didik, dan orang tua. Metode yang digunakan untuk mengumpulkan data dalam penelitian ini adalah metode observasi,wawancara, serta dokumentasi. Dalam menganalisis data, peneliti menggunakanmodel Miles dan Huberman selama berada di lapangan. Aktivitas dalam analisis data meliputi data reduction, data display, dan conclusion drawing/verification. Hasil penelitian menunjukkan bahwa setiap anak mampu mengembangkan bahasa secara alami. Namun, pengembangan bahasa juga dipengaruhi oleh orang tua, lingkungan dan dunia pendidikan, terutama dalam pembelajaran dua bahasa (bilingual).Pembelajaran bilingual pada anak usia dini tidak boleh dengan paksaan dan harus dilakukan dengan kegiatan yang menyenangkan seperti, bernyanyi, bermain, danpembiasaan.

New Data Reduction Equation for Diamond Slug Calorimeter Heat Transfer Gauges

2020 ◽  
Vol 34 (4) ◽  
pp. 860-864
Author(s):  
J. I. Frankel ◽  
Rowland T. Penty Geraets ◽  
M. McGilvray ◽  
Hongchu Chen
Keyword(s):  
Heat Transfer ◽  
Data Reduction ◽  
Reduction Equation
Sign in / Sign up

Export Citation Format

Share Document