Electronic nose classification and differentiation of bacterial foodborne pathogens based on support vector machine optimized with particle swarm optimization algorithm

Semi-wrapper feature subset selector for feed-forward neural networks: applications to binary and multi-class classification problems

(2019) Antonio J. Tallón-Ballesteros et al.   NEUROCOMPUTING

Classification of Pathogenic Bacteria Using Near-Infrared Diffuse Reflectance Spectroscopy

(2019) Pin Wang et al.   Journal of Applied Spectroscopy

Selection of an optimized metal oxide semiconductor sensor (MOS) array for freshness characterization of strawberry in polymer packages using response surface method (RSM)

(2019) Mahdi Ghasemi-Varnamkhasti et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

An Electronic Nose for Royal Delicious Apple Quality Assessment – A Tri-layer Approach

(2018) Madeshwari Ezhilan et al.   FOOD RESEARCH INTERNATIONAL

Rapid detection of hydrogen sulfide produced by pathogenic bacteria in focused growth media using SHS-MCC-GC-IMS

(2018) Ryan Thompson et al.   MICROCHEMICAL JOURNAL

MPSO: Modified particle swarm optimization and its applications

(2018) Dongping Tian et al.   Swarm and Evolutionary Computation

A novel orthogonal PSO algorithm based on orthogonal diagonalization

(2018) Loau Tawfak Al-Bahrani et al.   Swarm and Evolutionary Computation

On the optimization of the support vector machine regression hyperparameters setting for gas sensors array applications

(2018) R. Laref et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A new hybrid firefly algorithm and particle swarm optimization for tuning parameter estimation in penalized support vector machine with application in chemometrics

(2018) Niam Abdulmunim Al-Thanoon et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Vis-NIR spectroscopy Combined with Wavelengths Selection by PSO Optimization Algorithm for Simultaneous Determination of Four Quality Parameters and Classification of Soy Sauce

(2018) Leqian Hu et al.   Food Analytical Methods

Analysis of volatile compounds of Tremella aurantialba fermentation via electronic nose and HS-SPME-GC-MS

(2018) Chunxia Dai et al.   JOURNAL OF FOOD SAFETY

A Novel Method for Generation of a Fingerprint Using Electronic Nose on the Example of Rapeseed Spoilage

(2018) Robert Rusinek et al.   JOURNAL OF FOOD SCIENCE

Discrimination of fresh-cut broccoli freshness by volatiles using electronic nose and gas chromatography-mass spectrometry

(2018) Hui-zhi Chen et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Adulterant identification in mutton by electronic nose and gas chromatography-mass spectrometer

(2018) Qian Wang et al.   FOOD CONTROL

An Update on Aptamer-Based Multiplex System Approaches for the Detection of Common Foodborne Pathogens

(2017) Omar Mukama et al.   Food Analytical Methods

Authenticity Tracing of Apples According to Variety and Geographical Origin Based on Electronic Nose and Electronic Tongue

(2017) Hao Wu et al.   Food Analytical Methods

An improved PSO algorithm for parameter identification of nonlinear dynamic hysteretic models

(2017) Junhao Zhang et al.   JOURNAL OF SOUND AND VIBRATION

Application of electronic nose with MOS sensors to prediction of rapeseed quality

(2017) Marek Gancarz et al.   MEASUREMENT

Overview of validated alternative methods for the detection of foodborne bacterial pathogens

(2017) Alexander Rohde et al.   TRENDS IN FOOD SCIENCE & TECHNOLOGY

A survey on metaheuristics for optimization in food manufacturing industry

(2016) Ezra Wari et al.   APPLIED SOFT COMPUTING

Metaheuristic Algorithms for Healthcare: Open Issues and Challenges

(2016) Chun-Wei Tsai et al.   COMPUTERS & ELECTRICAL ENGINEERING

A novel ADPSO-SVM combined with terahertz spectroscopy for recognition of transgenic organisms

(2016) Jianjun Liu et al.   OPTIK

Microbial volatile organic compounds and their application in microorganism identification in foodstuff

(2016) Yu Wang et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Data visualization of Salmonella Typhimurium contamination in packaged fresh alfalfa sprouts using a Kohonen network

(2015) Ubonrat Siripatrawan et al.   TALANTA

Simultaneous Detection of Salmonella, Listeria monocytogenes, and Staphylococcus aureus by Multiplex Real-Time PCR Assays Using High-Resolution Melting

(2014) Xing-long Xiao et al.   Food Analytical Methods

Determination of the Freshness of Beef Strip Loins (M. longissimus lumborum) Using Electronic Nose

(2014) Ye Xiao et al.   Food Analytical Methods

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Characterization of Volatile Organic Compounds of Vinegars with Novel Electronic Nose System Combined with Multivariate Analysis

(2013) Binbin Guan et al.   Food Analytical Methods

A PSO and pattern search based memetic algorithm for SVMs parameters optimization

(2013) Yukun Bao et al.   NEUROCOMPUTING

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

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

Use of volatile compounds as a diagnostic tool for the detection of pathogenic bacteria

(2013) Emma Tait et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

LIBSVM

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

Investigation of Different Gas Sensor-Based Artificial Olfactory Systems for Screening Salmonella typhimurium Contamination in Beef

(2010) Sundar Balasubramanian et al.   Food and Bioprocess Technology

Using a metal oxide sensor (MOS)-based electronic nose for discrimination of bacteria based on individual colonies in suspension

(2010) Geoffrey C. Green et al.   SENSORS AND ACTUATORS B-CHEMICAL

Rapid differentiation between E. coli and Salmonella Typhimurium using metal oxide sensors integrated with pattern recognition

(2008) Ubonrat Siripatrawan   SENSORS AND ACTUATORS B-CHEMICAL

Self-organizing algorithm for classification of packaged fresh vegetable potentially contaminated with foodborne pathogens

(2007) Ubonrat Siripatrawan   SENSORS AND ACTUATORS B-CHEMICAL