Polymers in sensor applications

B Adhikari, S Majumdar - Progress in polymer science, 2004 - Elsevier
Because their chemical and physical properties may be tailored over a wide range of
characteristics, the use of polymers is finding a permanent place in sophisticated electronic …

Data analysis for electronic nose systems

SM Scott, D James, Z Ali - Microchimica Acta, 2006 - Springer
Electronic noses (e-noses) employ an array of chemical gas sensors and have been widely
used for the analysis of volatile organic compounds. Pattern recognition provides a higher …

Learn.NC: Combining Ensemble of Classifiers With Dynamically Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes

MD Muhlbaier, A Topalis… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
We have previously introduced an incremental learning algorithm Learn++, which learns
novel information from consecutive data sets by generating an ensemble of classifiers with …

Chemometrics

B Lavine, J Workman - Analytical chemistry, 2008 - ACS Publications
This review, the seventeenth of this series and the fifteenth with the title of Chemometrics,
covers the most significant developments in the field from January 2006 through December …

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

JH Cho, PU Kurup - Sensors and Actuators B: Chemical, 2011 - Elsevier
This paper presents a decision tree approach using two different tree models, C4. 5 and
CART, for use in the classification and dimensionality reduction of electronic nose (EN) data …

Array of molecularly mediated thin film assemblies of nanoparticles: correlation of vapor sensing with interparticle spatial properties

Wang, X Shi, NN Kariuki, M Schadt… - Journal of the …, 2007 - ACS Publications
The ability to tune interparticle spatial properties of nanoparticle assemblies is essential for
the design of sensing materials toward desired sensitivity and selectivity. This paper reports …

Polymer selection for SAW sensor array based electronic noses by fuzzy c-means clustering of partition coefficients: Model studies on detection of freshness and …

P Verma, RDS Yadava - Sensors and Actuators B: Chemical, 2015 - Elsevier
The paper presents a method for selection of polymers for SAW vapor sensing arrays. The
method applies fuzzy c-means (FCM) clustering algorithm on the solvation data for vapor …

Nanoparticle-structured sensing array materials and pattern recognition for VOC detection

L Han, X Shi, W Wu, FL Kirk, J Luo, L Wang… - Sensors and Actuators B …, 2005 - Elsevier
Nanostructured sensing arrays combined with pattern-recognition analysis provide new
opportunities for enhancing the design of sensor materials in terms of sensitivity and …

Artificial Neural Network control of thermoelectrically-cooled microfluidics using computer vision based on IR thermography

BA Rizkin, K Popovich, RL Hartman - Computers & chemical engineering, 2019 - Elsevier
High-speed and high-accuracy thermal control of reactors has always been of interest to
chemical engineers. In this paper we present a new methodology for thermal control of a …

Optical-fiber arrays for vapor sensing

MJ Aernecke, DR Walt - Sensors and Actuators B: Chemical, 2009 - Elsevier
This paper reviews the use of optical fibers as a platform to fabricate vapor sensitive arrays
that have been developed in the authors' laboratory in recent years. Two types of …