지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.9
- 수록면
- 11 - 18 (8page)
이용수
초록· 키워드
오류제보하기
In this paper, we propose a gas classification method using combined features for an electronic nose system that performs well even when some loss occurs in measuring data samples. We first divide the entire measurement for a data sample into three local sections, which are the stabilization, exposure, and purge; local features are then extracted from each section. Based on the discrimination analysis, measurements of the discriminative information amounts are taken. Subsequently, the local features that have a large amount of discriminative information are chosen to compose the combined features together with the global features that extracted from the entire measurement section of the data sample. The experimental results show that the combined features by the proposed method gives better classification performance for a variety of volatile organic compound data than the other feature types, especially when there is data loss.
목차
Abstract
I. Introduction
II. Gas Classification Using Combined Features
III. Experimental Results
IV. Conclusions
REFERENCES
참고문헌 (28)
참고문헌 신청
[학술지(정기간행물)] - S. -W. Chiu / 2013 / Towards a Chemiresistive Sensor-integrated Electronic Nose : A Review / Sensors 13 (10) : 14214 ~ 14247
[학술지(정기간행물)] - J. Zhou / 2015 / Differentiation of Eight Commercial Mushrooms by Electronic Nose and Gas Chromatography-Mass Spectrometry / Journal of Sensors 2015
[학술지(정기간행물)] - M. Bougrini / 2014 / Detection of Adulteration in Argan Oil by Using an Electronic Nose and a Voltammetric Electronic Tongue / Journal of Sensors 2014
[학술지(정기간행물)] - A. D. Wilson / 2009 / Applications and Advances in Electronic-nose Technologies / Sensors 9 (7) : 5099 ~ 5148
[학술지(정기간행물)] - S. -I. Choi / 2014 / A Discriminant Distance Based Composite Vector Selection Method for Odor Classification / Sensors 14 (4) : 6938 ~ 6951
[학술지(정기간행물)] - J. Zhou / 2015 / Differentiation of Eight Commercial Mushrooms by Electronic Nose and Gas Chromatography-Mass Spectrometry / Journal of Sensors 2015
[학술지(정기간행물)] - M. Bougrini / 2014 / Detection of Adulteration in Argan Oil by Using an Electronic Nose and a Voltammetric Electronic Tongue / Journal of Sensors 2014
[학술지(정기간행물)] - A. D. Wilson / 2009 / Applications and Advances in Electronic-nose Technologies / Sensors 9 (7) : 5099 ~ 5148
[학술지(정기간행물)] - S. -I. Choi / 2014 / A Discriminant Distance Based Composite Vector Selection Method for Odor Classification / Sensors 14 (4) : 6938 ~ 6951
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
New Feature Selection Method for Text Categorization
Journal of information and communication convergence engineering
2017 .03
-
A Feature Selection Method for Classifying Highly Similar Text Documents
Industrial Engineering & Management Systems
2021 .06
-
얼굴인식을 위한 판별분석에 기반한 복합특징 벡터 구성 방법
멀티미디어학회논문지
2015 .07
-
이종 특징 결합을 이용한 하이브리드 패턴 인식 방법
한국컴퓨터정보학회논문지
2015 .11
-
Feature selection based on rough set theory using feature space decomposition for mixed-type data
대한산업공학회 춘계공동학술대회 논문집
2016 .04
-
다변량 시계열 데이터 분류를 위한 특징 선택 방법
대한산업공학회지
2017 .12
-
An improved feature selection based on the effective range minimizing redundancy among features for multi-class data
대한산업공학회 춘계공동학술대회 논문집
2015 .04
-
Feature Selection Based on Bi-objective Differential Evolution
Journal of Computing Science and Engineering
2017 .12
-
저해상도 얼굴 영상의 인식을 위한 특징 생성 방법
멀티미디어학회논문지
2015 .09
-
멀티모달 감정인식 모델의 입력 특징에 따른 성능 분석
대한전자공학회 학술대회
2021 .06
-
Performance Evaluation of a Feature-Importance-based Feature Selection Method for Time Series Prediction
Journal of information and communication convergence engineering
2023 .03
-
기하학적 불확실성 기반 영상 관성 항법의 원거리 특징점 감지
제어로봇시스템학회 논문지
2021 .11
-
Multi-scale Non-local Feature Enhancement Network for Robust Small-object Detection
IEIE Transactions on Smart Processing & Computing
2020 .08
-
Recent Advances in Feature Detectors and Descriptors : A Survey
IEIE Transactions on Smart Processing & Computing
2016 .06
-
Neural Network 기반 Image Feature Extraction 기법
방송과 미디어
2023 .10
-
Content-based image retrieval using a fusion of global and local features
[ETRI] ETRI Journal
2023 .06
-
데이터의 중요 특성 선택과 전처리에 기반한 분류체계의 적용
한국산학기술학회 논문지
2021 .08
-
Extraction of Critical Low-Level Image Features for Effective Emotion Analysis
제어로봇시스템학회 논문지
2019 .04
-
텍스트 분류 문제에서 특징 간 상호 작용을 고려한 특징 선택 기법
대한산업공학회 춘계공동학술대회 논문집
2018 .04
-
머신러닝 기반 악성코드 분류를 위한 재귀적 속성 추출 알고리즘
한국컴퓨터정보학회논문지
2021 .02
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2017-004-001405439