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Volumn 16, Issue 1, 2016, Pages

Multi-stage feature selection based intelligent classifier for classification of incipient stage fire in building

Author keywords

Electronic nose; Feature fusion; Feature selection; Fire detection; Gas sensors; Normalized data; Principal component analysis (PCA); Probabilistic neural network (PNN)

Indexed keywords

ALGORITHMS; BUILDING MATERIALS; CHEMICAL SENSORS; CONSTRUCTION; ELECTRONIC NOSE; FEATURE EXTRACTION; FIRE DETECTORS; FIRES; GAS DETECTORS; HEATING; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS; TIME DOMAIN ANALYSIS;

EID: 84955120745     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s16010031     Document Type: Article
Times cited : (20)

References (20)
  • 1
    • 1542401141 scopus 로고    scopus 로고
    • An automatic fire searching and suppression system for large spaces
    • [CrossRef]
    • Chen, T.; Yuan, H.; Su, G.; Fan, W. An automatic fire searching and suppression system for large spaces. Fire Saf. J. 2004, 39, 297-307. [CrossRef]
    • (2004) Fire Saf. J , vol.39 , pp. 297-307
    • Chen, T.1    Yuan, H.2    Su, G.3    Fan, W.4
  • 2
    • 84947704768 scopus 로고    scopus 로고
    • Automatic fire detection based on soft computing techniques: Review from 2000 to 2010
    • [CrossRef]
    • Mahdipour, E.; Dadkhah, C. Automatic fire detection based on soft computing techniques: Review from 2000 to 2010. Artif. Intell. Rev. 2014, 42, 895-934. [CrossRef]
    • (2014) Artif. Intell. Rev , vol.42 , pp. 895-934
    • Mahdipour, E.1    Dadkhah, C.2
  • 4
    • 9644260480 scopus 로고    scopus 로고
    • Time-clustering analysis of forest-fire sequences in southern italy
    • [CrossRef]
    • Lasaponara, R.; Santulli, A.; Telesca, L. Time-clustering analysis of forest-fire sequences in southern italy. Chaos Solitons Fractals 2005, 24, 139-149. [CrossRef]
    • (2005) Chaos Solitons Fractals , vol.24 , pp. 139-149
    • Lasaponara, R.1    Santulli, A.2    Telesca, L.3
  • 5
    • 77956137089 scopus 로고    scopus 로고
    • A hybrid clustering algorithm for fire detection in video and analysis with color based thresholding method
    • Bangalore, Karnataka, India, 20-21 June
    • Chakraborty, I.; Paul, T.K. A hybrid clustering algorithm for fire detection in video and analysis with color based thresholding method. In Proceedings of the International Conference on Advances in Computer Engineering, Bangalore, Karnataka, India, 20-21 June 2010; pp. 277-280.
    • (2010) Proceedings of the International Conference on Advances in Computer Engineering , pp. 277-280
    • Chakraborty, I.1    Paul, T.K.2
  • 7
    • 0033878266 scopus 로고    scopus 로고
    • Use of a simple tin oxide sensor array to identify five malodours collected in the field. Sens
    • [CrossRef]
    • Romain, A.C.; Nicolas, J.; Wiertz, V.; Maternova, J.; Andre, P.H. Use of a simple tin oxide sensor array to identify five malodours collected in the field. Sens. Actuators B Chem. 2000, 62, 73-79. [CrossRef]
    • (2000) Actuators B Chem , vol.62 , pp. 73-79
    • Romain, A.C.1    Nicolas, J.2    Wiertz, V.3    Maternova, J.4    Andre, P.H.5
  • 12
    • 73849116076 scopus 로고    scopus 로고
    • Application of fuzzy neural network to fire alarm system of high-rise building
    • Xu, L.M.; He, W. Application of fuzzy neural network to fire alarm system of high-rise building. J. Commun. Comput. 2005, 2, 18-21.
    • (2005) J. Commun. Comput , vol.2 , pp. 18-21
    • Xu, L.M.1    He, W.2
  • 13
    • 0033698910 scopus 로고    scopus 로고
    • An intelligent system for false alarm reduction in infrared forest-fire detection
    • [CrossRef]
    • Arrue, B.C.; Ollero, A.; Martinez de Dios, J.R. An intelligent system for false alarm reduction in infrared forest-fire detection. IEEE Intell. Syst. 2000, 15, 64-73. [CrossRef]
    • (2000) IEEE Intell. Syst , vol.15 , pp. 64-73
    • Arrue, B.C.1    Ollero, A.2    Martinez De Dios, J.R.3
  • 14
    • 33746744331 scopus 로고    scopus 로고
    • Prediction of temperature and velocity profiles in a single compartment fire by an improved neural network analysis
    • [CrossRef]
    • Yuen, R.K.K.; Lee, E.W.M.; Lo, S.M.; Yeoh, G.H. Prediction of temperature and velocity profiles in a single compartment fire by an improved neural network analysis. Fire Saf. J. 2006, 41, 478-485. [CrossRef]
    • (2006) Fire Saf. J , vol.41 , pp. 478-485
    • Yuen, R.K.K.1    Lee, E.W.M.2    Lo, S.M.3    Yeoh, G.H.4
  • 16
    • 84866768492 scopus 로고    scopus 로고
    • Hidden markov model-based classification of heart valve disease with pca for dimension reduction
    • [CrossRef]
    • Saracoglu, R. Hidden markov model-based classification of heart valve disease with pca for dimension reduction. Eng. Appl. Artif. Intell. 2012, 25, 1523-1528. [CrossRef]
    • (2012) Eng. Appl. Artif. Intell , vol.25 , pp. 1523-1528
    • Saracoglu, R.1
  • 17
    • 0029487651 scopus 로고
    • Selection of components in principal component analysis: A comparison of methods
    • [CrossRef]
    • Ferre, L. Selection of components in principal component analysis: A comparison of methods. Comput. Stat. Data Anal. 1995, 19, 669-682. [CrossRef]
    • (1995) Comput. Stat. Data Anal , vol.19 , pp. 669-682
    • Ferre, L.1
  • 19
    • 79957930626 scopus 로고    scopus 로고
    • Estimate of a Probability Density Function through Neural Networks
    • Rayneri, L.; Colla, V.; Vannucci, M. Estimate of a Probability Density Function through Neural Networks. Adv. Comput. Intell. 2011, 6691, 57-64.
    • (2011) Adv. Comput. Intell , vol.6691 , pp. 57-64
    • Rayneri, L.1    Colla, V.2    Vannucci, M.3
  • 20
    • 84866741474 scopus 로고    scopus 로고
    • Fire flame detection in video sequences using multi-stage pattern recognition techniques
    • [CrossRef]
    • Truong, T.X.; Kim, J.M. Fire flame detection in video sequences using multi-stage pattern recognition techniques. Eng. Appl. Artif. Intell. 2012, 25, 1365-1372. [CrossRef]
    • (2012) Eng. Appl. Artif. Intell , pp. 25-1372
    • Truong, T.X.1    Kim, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.