Application of Machine Learning Methods for an Analysis of E-Nose Multidimensional Signals in Wastewater Treatment

Using machine learning and an electronic tongue for discriminating saliva samples from oral cavity cancer patients and healthy individuals

(2022) Daniel C. Braz et al.   TALANTA

Pollution parameters evaluation of wastewater collected at different treatment stages from wastewater treatment plant based on E-nose and E-tongue systems combined with chemometric techniques

(2022) Mohammed Moufid et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Detection of browning of fresh‐cut potato chips based on machine vision and electronic nose

(2021) Tu Hongyang et al.   JOURNAL OF FOOD PROCESS ENGINEERING

Nanoengineering Approaches Toward Artificial Nose

(2021) Sanggon Kim et al.   Frontiers in Chemistry

Development of a Low-Cost Electronic Nose for Detection of Pathogenic Fungi and Applying It to Fusarium oxysporum and Rhizoctonia solani

(2021) Piotr Borowik et al.   SENSORS

Soft Sensor Application in Identification of the Activated Sludge Bulking Considering the Technological and Economical Aspects of Smart Systems Functioning

(2020) Bartosz Szeląg et al.   SENSORS

Spatial prediction of permafrost occurrence in Sikkim Himalayas using logistic regression, random forests, support vector machines and neural networks

(2020) Prashant Baral et al.   GEOMORPHOLOGY

Application of the E‐nose machine system to detect adulterations in mixed edible oils using chemometrics methods

(2020) Hamed Karami et al.   JOURNAL OF FOOD PROCESSING AND PRESERVATION

Applying the electronic nose for pre-operative SARS-CoV-2 screening

(2020) Anne G. W. E. Wintjens et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Decision tree for identification and prediction of filamentous bulking at full-scale activated sludge wastewater treatment plant

(2019) Nashia Deepnarain et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data

(2019) George C. Linderman et al.   NATURE METHODS

The evaluation of COD fractionation and modeling as a key factor for appropriate optimization and monitoring of modern cost-effective activated sludge systems

(2019) Jakub Drewnowski et al.   JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING

Application of Electronic Nose for Evaluation of Wastewater Treatment Process Effects at Full-Scale WWTP

(2019) Grzegorz Łagód et al.   Processes

Aeration Process in Bioreactors as the Main Energy Consumer in a Wastewater Treatment Plant. Review of Solutions and Methods of Process Optimization

(2019) Jakub Drewnowski et al.   Processes

Improving the Chemical Selectivity of an Electronic Nose to TNT, DNT and RDX Using Machine Learning

(2019) Anton Gradišek et al.   SENSORS

Segmentation analysis of residential water-electricity demand for customized demand-side management programs

(2018) A. Cominola et al.   JOURNAL OF CLEANER PRODUCTION

Model based evaluation of plant improvement at a large wastewater treatment plant (WWTP)

(2018) Jakub Drewnowski et al.   JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING

Comparison of SVM, RF and ELM on an Electronic Nose for the Intelligent Evaluation of Paraffin Samples

(2018) Hong Men et al.   SENSORS

WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis

(2018) Nikolaos Doulamis et al.   SENSORS

More Than Meets the Eye: Using Sentinel-2 to Map Small Plantations in Complex Forest Landscapes

(2018) Keiko Nomura et al.   Remote Sensing

Chemically modified nanocrystalline SnO 2 -based materials for nitrogen-containing gases detection using gas sensor array

(2017) V. Krivetskiy et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Metagenomic binning and association of plasmids with bacterial host genomes using DNA methylation

(2017) John Beaulaurier et al.   NATURE BIOTECHNOLOGY

Plant-wide modelling of phosphorus transformations in wastewater treatment systems: Impacts of control and operational strategies

(2017) K. Solon et al.   WATER RESEARCH

Application of t-SNE to human genetic data

(2017) Wentian Li et al.   Journal of Bioinformatics and Computational Biology

Application of Classification Trees for Predicting Disinfection By-Product Formation Targets from Source Water Characteristics

(2016) Lauren E. Bergman et al.   ENVIRONMENTAL ENGINEERING SCIENCE

Biofilm Communities in Successive Stages of Municipal Wastewater Treatment

(2016) Grzegorz Łagód et al.   ENVIRONMENTAL ENGINEERING SCIENCE

Evaluating Soil Moisture Status Using an e-Nose

(2016) Andrzej Bieganowski et al.   SENSORS

Strategies for achieving energy neutrality in biological nutrient removal systems – a case study of the Slupsk WWTP (northern Poland)

(2016) Ewa Zaborowska et al.   WATER SCIENCE AND TECHNOLOGY

Assessment of batch bioreactor odour nuisance using an e-nose

(2015) Łukasz Guz et al.   Desalination and Water Treatment

Modeling and optimization of activated sludge bulking for a real wastewater treatment plant using hybrid artificial neural networks-genetic algorithm approach

(2015) Majid Bagheri et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A thin-reflector microfluidic resonator for continuous-flow concentration of microorganisms: a new approach to water quality analysis using acoustofluidics

(2014) Dario Carugo et al.   LAB ON A CHIP

Application of Gas Sensor Arrays in Assessment of Wastewater Purification Effects

(2014) Łukasz Guz et al.   SENSORS

ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform

(2013) Roshan Joy Martis et al.   Biomedical Signal Processing and Control

Fluctuation enhanced sensing (FES) with a nanostructured, semiconducting metal oxide film for gas detection and classification

(2013) Bulent Ayhan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Sludge Bulking Prediction Using Principle Component Regression and Artificial Neural Network

(2012) Inchio Lou et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Artificial neural network modelling of a large-scale wastewater treatment plant operation

(2010) Dünyamin Güçlü et al.   BIOPROCESS AND BIOSYSTEMS ENGINEERING

Cluster Analysis of Rural, Urban, and Curbside Atmospheric Particle Size Data

(2009) David C. S. Beddows et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Applications and Advances in Electronic-Nose Technologies

(2009) Alphus Wilson et al.   SENSORS

Fluctuation-Enhanced Sensing: Status and Perspectives

(2008) Gabor Schmera et al.   IEEE SENSORS JOURNAL

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT

Electronic noses for the continuous monitoring of odours from a wastewater treatment plant at specific receptors: Focus on training methods

(2008) Laura Capelli et al.   SENSORS AND ACTUATORS B-CHEMICAL

Aeration of large-scale municipal wastewater treatment plants: state of the art

(2008) Diego Rosso et al.   WATER SCIENCE AND TECHNOLOGY