Nonlinear Feature Extraction Through Manifold Learning in an Electronic Tongue Classification Task

Electronic Tongue Recognition with Feature Specificity Enhancement

(2020) Tao Liu et al.   SENSORS

A Fast Radio Map Construction Method Merging Self-Adaptive Local Linear Embedding (LLE) and Graph-Based Label Propagation in WLAN Fingerprint Localization Systems

(2020) Yepeng Ni et al.   SENSORS

Vibration‐based detection and classification of structural changes using principal component analysis and ‐distributed stochastic neighbor embedding

(2020) David Agis et al.   Structural Control & Health Monitoring

Vibration-Based Structural Health Monitoring Using Piezoelectric Transducers and Parametric t-SNE

(2020) David Agis et al.   SENSORS

Overview and comparative study of dimensionality reduction techniques for high dimensional data

(2020) Shaeela Ayesha et al.   Information Fusion

Visualization of High-Dimensional Data by Pairwise Fusion Matrices Using t-SNE

(2019) Mujtaba Husnain et al.   Symmetry-Basel

A Convolutional Neural Network Based Auto Features Extraction Method for Tea Classification with Electronic Tongue

(2019) Yuan hong Zhong et al.   Applied Sciences-Basel

A Frequency-Based Approach for the Detection and Classification of Structural Changes Using t-SNE †

(2019) David Agis et al.   SENSORS

A data-driven methodology for the classification of different liquids in artificial taste recognition applications with a pulse voltammetric electronic tongue

(2019) Jersson X Leon-Medina et al.   International Journal of Distributed Sensor Networks

Wind Turbine Condition Monitoring Strategy through Multiway PCA and Multivariate Inference

(2018) Francesc Pozo et al.   Energies

An acousto-ultrasonics approach for probabilistic modelling and inference based on Gaussian processes

(2018) Miguel Angel Torres-Arredondo et al.   Structural Control & Health Monitoring

Taste Recognition in E-Tongue Using Local Discriminant Preservation Projection

(2018) Lei Zhang et al.   IEEE Transactions on Cybernetics

An Active Feature Selection Strategy for DWT in Artificial Taste

(2018) Tao Liu et al.   Journal of Sensors

A Damage Classification Approach for Structural Health Monitoring Using Machine Learning

(2018) Diego Tibaduiza et al.   COMPLEXITY

Classification of Pericarpium Citri Reticulatae of Different Ages by Using a Voltammetric Electronic Tongue System

(2018) Qingrui Shi et al.   International Journal of Electrochemical Science

Nonlinear manifold learning for early warnings in financial markets

(2017) Yan Huang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications

(2017) Jaime Vitola et al.   SENSORS

Detection and classification of structural changes using artificial immune systems and fuzzy clustering

(2017) Maribel Anaya et al.   International Journal of Bio-Inspired Computation

A Novel Pre-Processing Technique for Original Feature Matrix of Electronic Nose Based on Supervised Locality Preserving Projections

(2016) Pengfei Jia et al.   SENSORS

Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation

(2015) Tzu-Tsung Wong   PATTERN RECOGNITION

Electronic Nose Feature Extraction Methods: A Review

(2015) Jia Yan et al.   SENSORS

A new kernel discriminant analysis framework for electronic nose recognition

(2014) Lei Zhang et al.   ANALYTICA CHIMICA ACTA

New dimensionality reduction model (manifold learning) coupled with electronic tongue for green tea grade identification

(2014) Ruicong Zhi et al.   EUROPEAN FOOD RESEARCH AND TECHNOLOGY

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning

(2013) Dalton Lunga et al.   IEEE SIGNAL PROCESSING MAGAZINE

Detecting Causality in Complex Ecosystems

(2012) G. Sugihara et al.   SCIENCE

Evaluation of varieties of set yogurts and their physical properties using a voltammetric electronic tongue based on various potential waveforms

(2012) Zhenbo Wei et al.   SENSORS AND ACTUATORS B-CHEMICAL

Hybrid electronic tongue based on multisensor data fusion for discrimination of beers

(2012) Juan Manuel Gutiérrez et al.   SENSORS AND ACTUATORS B-CHEMICAL

Comparison of random forest, support vector machine and back propagation neural network for electronic tongue data classification: Application to the recognition of orange beverage and Chinese vinegar

(2012) Miao Liu et al.   SENSORS AND ACTUATORS B-CHEMICAL

Classification and prediction of rice wines with different marked ages by using a voltammetric electronic tongue

(2011) Zhenbo Wei et al.   BIOSENSORS & BIOELECTRONICS

Classification of monofloral honeys by voltammetric electronic tongue with chemometrics method

(2011) Zhenbo Wei et al.   ELECTROCHIMICA ACTA

Comparison of multivariate preprocessing techniques as applied to electronic tongue based pattern classification for black tea

(2010) Mousumi Palit et al.   ANALYTICA CHIMICA ACTA

Electronic Tongues Employing Electrochemical Sensors

(2010) Manel del Valle   ELECTROANALYSIS

Classification of Black Tea Taste and Correlation With Tea Taster's Mark Using Voltammetric Electronic Tongue

(2009) M Palit et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT