Microalgae classification based on machine learning techniques

Classification of dead and living microalgae Chlorella vulgaris by bioimage informatics and machine learning

(2020) Ronny Reimann et al.   Algal Research-Biomass Biofuels and Bioproducts

Classification, identification, and growth stage estimation of microalgae based on transmission hyperspectral microscopic imaging and machine learning

(2020) Zhanpeng Xu et al.   OPTICS EXPRESS

Deep learning-based ResNeXt model in phycological studies for future

(2020) D.P. Yadav et al.   Algal Research-Biomass Biofuels and Bioproducts

Modelado y control de la producción de microalgas en fotobiorreactores industriales

(2020) J. L. Guzmán et al.   Revista Iberoamericana de Automatica e Informatica Industrial

Monoalgal and mixed algal cultures discrimination by using an artificial neural network

(2019) B.M. Franco et al.   Algal Research-Biomass Biofuels and Bioproducts

A New Microfluidic Device for Classification of Microalgae Cells Based on Simultaneous Analysis of Chlorophyll Fluorescence, Side Light Scattering, Resistance Pulse Sensing

(2016) Junsheng Wang et al.   Micromachines

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Routine determination of plankton community composition and size structure: a comparison between FlowCAM and light microscopy

(2013) Eva Álvarez et al.   JOURNAL OF PLANKTON RESEARCH

Microalgae and wastewater treatment

(2012) N. Abdel-Raouf et al.   SAUDI JOURNAL OF BIOLOGICAL SCIENCES

The potential of sustainable algal biofuel production using wastewater resources

(2010) Jon K. Pittman et al.   BIORESOURCE TECHNOLOGY