Drift in a popular metal oxide sensor dataset reveals limitations for gas classification benchmarks

Drift in a popular metal oxide sensor dataset reveals limitations for gas classification benchmarks

(2022) Nik Dennler et al.   SENSORS AND ACTUATORS B-CHEMICAL

Artificial Olfaction in the 21st Century

(2021) James A. Covington et al.   IEEE SENSORS JOURNAL

Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms

(2020) Drew Mitchell et al.   NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS

Feature Extraction for Transient Chemical Sensor Signals in Response to Turbulent Plumes: Application to Chemical Source Distance Prediction

(2020) Javier Burgués et al.   SENSORS AND ACTUATORS B-CHEMICAL

Using a Hybrid Deep Neural Network for Gas Classification

(2020) Syuan-He Wang et al.   IEEE SENSORS JOURNAL

Incremental multi-view spectral clustering

(2019) Peng Zhou et al.   KNOWLEDGE-BASED SYSTEMS

EmbraceNet: A robust deep learning architecture for multimodal classification

(2019) Jun-Ho Choi et al.   Information Fusion

Breath Acetone Sensors as Non-Invasive Health Monitoring Systems: A Review

(2019) Naader Alizadeh et al.   IEEE SENSORS JOURNAL

Estimation of the limit of detection in semiconductor gas sensors through linearized calibration models

(2018) Javier Burgués et al.   ANALYTICA CHIMICA ACTA

A cluster analysis approach based on exploiting density peaks for gas discrimination with electronic noses in open environments

(2018) Han Fan et al.   SENSORS AND ACTUATORS B-CHEMICAL

A Practical Randomized CP Tensor Decomposition

(2018) Casey Battaglino et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Performance Evaluation of Normalized Difference Based Classifier for Efficient Discrimination of Volatile Organic Compounds

(2018) ASHUTOSH MISHRA et al.   Materials Research Express

Time-dependent gas distribution modelling

(2017) Sahar Asadi et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

GADEN: A 3D Gas Dispersion Simulator for Mobile Robot Olfaction in Realistic Environments

(2017) Javier Monroy et al.   SENSORS

Deep learning–based real-time query processing for wireless sensor network

(2017) Ki-Seong Lee et al.   International Journal of Distributed Sensor Networks

Continuous chemical classification in uncontrolled environments with sliding windows

(2016) Javier G. Monroy et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A Randomized Block Sampling Approach to Canonical Polyadic Decomposition of Large-Scale Tensors

(2016) Nico Vervliet et al.   IEEE Journal of Selected Topics in Signal Processing

Exploiting plume structure to decode gas source distance using metal-oxide gas sensors

(2016) Michael Schmuker et al.   SENSORS AND ACTUATORS B-CHEMICAL

Calibration transfer and drift counteraction in chemical sensor arrays using Direct Standardization

(2016) J. Fonollosa et al.   SENSORS AND ACTUATORS B-CHEMICAL

Reservoir computing compensates slow response of chemosensor arrays exposed to fast varying gas concentrations in continuous monitoring

(2015) Jordi Fonollosa et al.   SENSORS AND ACTUATORS B-CHEMICAL

Bioinspired early detection through gas flow modulation in chemo-sensory systems

(2015) Andrey Ziyatdinov et al.   SENSORS AND ACTUATORS B-CHEMICAL

Chemical Discrimination in Turbulent Gas Mixtures with MOX Sensors Validated by Gas Chromatography-Mass Spectrometry

(2014) Jordi Fonollosa et al.   SENSORS

On the performance of gas sensor arrays in open sampling systems using Inhibitory Support Vector Machines

(2013) Alexander Vergara et al.   SENSORS AND ACTUATORS B-CHEMICAL

Chemical gas sensor drift compensation using classifier ensembles

(2012) Alexander Vergara et al.   SENSORS AND ACTUATORS B-CHEMICAL

Electronic Nose for Quality Control of Colombian Coffee through the Detection of Defects in “Cup Tests”

(2009) Juan Rodríguez et al.   SENSORS

Drift compensation of gas sensor array data by common principal component analysis

(2009) A. Ziyatdinov et al.   SENSORS AND ACTUATORS B-CHEMICAL