Enhancing Electronic Nose Performance Based on a Novel QPSO-KELM Model

Hybrid feature matrix construction and feature selection optimization-based multi-objective QPSO for electronic nose in wound infection detection

(2016) Jia Yan et al.   Sensor Review

Comparison of machine learning algorithms for concentration detection and prediction of formaldehyde based on electronic nose

(2016) Liyuan Xu et al.   Sensor Review

Short-Time Fourier Transform and Decision Tree-Based Pattern Recognition for Gas Identification Using Temperature Modulated Microhotplate Gas Sensors

(2016) Aixiang He et al.   Journal of Sensors

Development and application of a new electronic nose instrument for the detection of colorectal cancer

(2015) E. Westenbrink et al.   BIOSENSORS & BIOELECTRONICS

Breath sensors for lung cancer diagnosis

(2015) Yekbun Adiguzel et al.   BIOSENSORS & BIOELECTRONICS

Longjing tea quality classification by fusion of features collected from E-nose

(2015) Yuewen Dai et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Study of fish species discrimination via electronic nose

(2015) Selda Güney et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Classification of garlic cultivars using an electronic nose

(2015) Suchin Trirongjitmoah et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Exhaled breath analysis by electronic nose in respiratory diseases

(2015) Simone Scarlata et al.   EXPERT REVIEW OF MOLECULAR DIAGNOSTICS

Detecting internal quality of peanuts during storage using electronic nose responses combined with physicochemical methods

(2015) Zhenbo Wei et al.   FOOD CHEMISTRY

Classification and regression of ELM, LVQ and SVM for E-nose data of strawberry juice

(2015) Shanshan Qiu et al.   JOURNAL OF FOOD ENGINEERING

Electronic noses for food quality: A review

(2015) Amy Loutfi et al.   JOURNAL OF FOOD ENGINEERING

Comparison of ELM, RF, and SVM on E-nose and E-tongue to trace the quality status of mandarin (Citrus unshiu Marc.)

(2015) Shanshan Qiu et al.   JOURNAL OF FOOD ENGINEERING

Electronic nose analysis of exhaled breath to diagnose ventilator-associated pneumonia

(2015) R.M. Schnabel et al.   RESPIRATORY MEDICINE

A Novel Feature Extraction Approach Using Window Function Capturing and QPSO-SVM for Enhancing Electronic Nose Performance

(2015) Xiuzhen Guo et al.   SENSORS

Electronic Nose Feature Extraction Methods: A Review

(2015) Jia Yan et al.   SENSORS

Discrimination and Characterization of Strawberry Juice Based on Electronic Nose and Tongue: Comparison of Different Juice Processing Approaches by LDA, PLSR, RF, and SVM

(2014) Shanshan Qiu et al.   JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY

Artificial flavor perception of black tea using fusion of electronic nose and tongue response: A Bayesian statistical approach

(2014) Runu Banerjee(Roy) et al.   JOURNAL OF FOOD ENGINEERING

Fragrance discrimination of Chinese Cymbidium species and cultivars using an electronic nose

(2014) Bo Zhang et al.   SCIENTIA HORTICULTURAE

Electronic Noses for Environmental Monitoring Applications

(2014) Laura Capelli et al.   SENSORS

A novel classifier ensemble for recognition of multiple indoor air contaminants by an electronic nose

(2014) Lijun Dang et al.   SENSORS AND ACTUATORS A-PHYSICAL

Feature extraction of wound infection data for electronic nose based on a novel weighted KPCA

(2014) Pengfei Jia et al.   SENSORS AND ACTUATORS B-CHEMICAL

Detection of potato brown rot and ring rot by electronic nose: From laboratory to real scale

(2014) E. Biondi et al.   TALANTA

Electronic Nose System Based on Quartz Crystal Microbalance Sensor for Blood Glucose and HbA1c Levels From Exhaled Breath Odor

(2013) Hamdi Melih Saraoglu et al.   IEEE SENSORS JOURNAL

Analysis of pork adulteration in minced mutton using electronic nose of metal oxide sensors

(2013) Xiaojing Tian et al.   JOURNAL OF FOOD ENGINEERING

Quality control of Lonicera japonica stored for different months by electronic nose

(2013) Yin Xiong et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Diverse Applications of Electronic-Nose Technologies in Agriculture and Forestry

(2013) Alphus Wilson   SENSORS

Robust identification of bacteria based on repeated odor measurements from individual bacteria colonies

(2013) Geoffrey C. Green et al.   SENSORS AND ACTUATORS B-CHEMICAL

Chaos based neural network optimization for concentration estimation of indoor air contaminants by an electronic nose

(2012) Lei Zhang et al.   SENSORS AND ACTUATORS A-PHYSICAL

Enhancing electronic nose performance: A novel feature selection approach using dynamic social impact theory and moving window time slicing for classification of Kangra orthodox black tea (Camellia sinensis (L.) O. Kuntze)

(2012) Rishemjit Kaur et al.   SENSORS AND ACTUATORS B-CHEMICAL

Multiclass classification of n-butanol concentrations with k-nearest neighbor algorithm and support vector machine in an electronic nose

(2012) Selda Güney et al.   SENSORS AND ACTUATORS B-CHEMICAL

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Human face recognition based on multidimensional PCA and extreme learning machine

(2011) A.A. Mohammed et al.   PATTERN RECOGNITION

Decision tree approach for classification and dimensionality reduction of electronic nose data

(2011) Jung Hwan Cho et al.   SENSORS AND ACTUATORS B-CHEMICAL

Classification of Sherry vinegars by combining multidimensional fluorescence, parafac and different classification approaches

(2011) Raquel M. Callejón et al.   TALANTA

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Application of Electronic Nose and Statistical Analysis to Predict Quality Indices of Peach

(2009) Hongmei Zhang et al.   Food and Bioprocess Technology

Applications and Advances in Electronic-Nose Technologies

(2009) Alphus Wilson et al.   SENSORS

Electronic Nose:  Current Status and Future Trends

(2008) Frank Röck et al.   CHEMICAL REVIEWS

Sales forecasting using extreme learning machine with applications in fashion retailing

(2008) Zhan-Li Sun et al.   DECISION SUPPORT SYSTEMS