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Sensors & Actuators: B. Chemical, ISSN 0925-4005, 11/2012, Volume 174, pp. 535 - 546
Kernel methods such as support vector machines are a powerful technique to solve pattern recognition problems. One of the important properties of kernel... 
Support vector machines | Time series kernels | Odor classification and localization | Time series classification | Time series features | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | CHEMICAL SENSORS | ARRAY | RECOGNITION | CLASSIFICATION | COMPONENT ANALYSIS | INSTRUMENTS & INSTRUMENTATION | TEMPERATURE | SYSTEMS | OPTIMIZATION
Journal Article
IEEE Sensors Journal, ISSN 1530-437X, 11/2012, Volume 12, Issue 11, pp. 3215 - 3224
Semi-supervised learning is a promising research area aiming to develop pattern recognition tools capable to exploit simultaneously the benefits from... 
data streams | Classification algorithms | Calibration | Pattern recognition | Training | Support vector machines | Manifolds | dynamic environments | drift counteraction | Artificial olfaction | semi-supervised learning | electronic noses | Monitoring | COFFEE | INSTRUMENTS & INSTRUMENTATION | PHYSICS, APPLIED | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Sensors & Actuators: B. Chemical, ISSN 0925-4005, 08/2016, Volume 231, pp. 666 - 674
Machine sensing has progressed through innovative breakthroughs. Perhaps the most significant advancements have been in the field of machine vision through the... 
Machine sensing | Pattern recognition | Sensor array | Olfaction | Machine learning | CONNECTIONIST MODELS | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | POLYMER | Computer science | Sensors | Artificial intelligence | Analysis | Dynamic tests | Face recognition | Neural networks | Dynamics | Object recognition | Dynamical systems | Sensor arrays
Journal Article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, ISSN 2168-2216, 02/2018, Volume 48, Issue 2, pp. 242 - 254
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 07/2018, Volume 18, Issue 7, p. 2329
Journal Article
Sensors & Actuators: B. Chemical, ISSN 0925-4005, 2010, Volume 145, Issue 1, pp. 507 - 515
A fundamental design concept for an array of sensors used in machine olfaction devices, electronic noses (e-noses), is that each sensor should maximize the... 
Feature subset selection | Genetic algorithm (GA) | Transient feature extraction | Sensor subset selection | Electronic noses (e-noses) | ELECTROCHEMISTRY | SUPPORT VECTOR MACHINES | CHEMISTRY, ANALYTICAL | ARRAY | ALGORITHM | CLASSIFICATION | ELECTRONIC NOSE | INSTRUMENTS & INSTRUMENTATION | Algorithms | Universities and colleges | Sensors | Analysis | Methods
Journal Article
Sensors & Actuators: B. Chemical, ISSN 0925-4005, 2011, Volume 155, Issue 2, pp. 473 - 482
One of the challenging issues in current research on machine olfaction devices, which are often called electronic noses (e-noses), is how to approximate or... 
Support vector regression | Electronic noses (e-noses) | Wavelet decomposition/reconstruction | Odor mixtures | Sensor response | Real-valued genetic algorithm | SYSTEM | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | ELECTRONIC NOSES | APPROXIMATION | NETWORKS | INSTRUMENTS & INSTRUMENTATION | RECORDER | Algorithms | Sensors | Universities and colleges | Green tea | Analysis
Journal Article
IEEE Transactions on Instrumentation and Measurement, ISSN 0018-9456, 02/2017, Volume 66, Issue 2, pp. 198 - 211
Journal Article