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Publications by Florian Lerch

Identification of Disease-Distinct Complex Biomarker Patterns by Means of Unsupervised Machine-Learning Using an Interactive R Toolbox (Umatrix)

Big Data Analytics

English

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Network Attack Detection Using an Unsupervised Machine Learning Algorithm

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Machine Learning in APOGEE: Unsupervised Spectral Classification With K-Means

Astronomy and Astrophysics

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Formatting by Demonstration: An Interactive Machine Learning Approach

International Journal of Computer Applications

English

Unsupervised Machine Learning Analysis of Urinary Transcriptome Reveals Distinct Genotypic Clustering in Surgical Sepsis

Journal of the American College of Surgeons

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Identification of a Sixteen-Gene Prognostic Biomarker for Lung Adenocarcinoma Using a Machine Learning Method

Journal of Cancer

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Quantitative Identification of Muscle Tissue by Means of Biomarker Peptides by Using Method of Multiple Reaction Monitoring

Oriental Journal of Chemistry

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Identification of Novel Antibacterials Using Machine Learning Techniques

Frontiers in Pharmacology

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Vocal Control of Sound Synthesis Personalized by Unsupervised Machine Listening and Learning

Computer Music Journal

Media Technology

Computer Science Applications

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Employing Fingerprinting of Medicinal Plants by Means of LC-MS and Machine Learning for Species Identification Task

Scientific Reports

Multidisciplinary

English