Alex Henderson

9 Followers

sims spectroscopy mass spectrometry hyperspectral imaging secondary ion mass spectrometry raman infrared spectroscopy machine learning file format multivariate analysis pca fair raman spectroscopy chemometrics infrared matlab adaboost data analysis ftir open data data big data analytical science biofair metadata chemistry random forests principal components analysis tutorial multivariate statistics mva data science object oriented programming random forest visualisation colour university of manchester spec2014 clirspec 3d

Alex Henderson

Presentations

Secondary Ion Mass Spectrometry

Interpretation of Static SIMS Spectra

How to validate your model

What's mine is yours (and vice versa) Data sharing in vibrational spectroscopy

Rise of the Machines: The Use of Machine Learning in SIMS Data Analysis

Digging into Data: Analysis and Visualisation in 3D

To bag, or to boost? A question of balance

2020 Vision (Dubious Design Decisions)

Too good to be true? How validate your data

Getting started with chemometric classification

The Class Imbalance Problem: AdaBoost to the Rescue?

Hyperspectral Data Issues

FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry

FAIRSpectra - Enabling the FAIRification of Analytical Science

FAIRSpectra - Towards a common data file format for SIMS images

Likes

The FAIR Principles and FAIRsharing

FAIR and metadata standards - FAIRsharing and Neuroscience

eScience: A Transformed Scientific Method

Stop Making Pie Charts!

Introduction to Research Objects - Collaboartions Workshop 2015, Oxford

Ontology-based Data Integration

Building OBO Foundry ontology using semantic web tools

Deploying PHP applications using Virtuoso as Application Server

INFOGRAPHICS: The Good and The Bad

MATLAB, netCDF, and OPeNDAP

Schema.org, an ontology for discovery on the web

Dark Matter, Public Health, and Scientific Computing

Drug Discovery- ELRIG -2012

You Have to Start Somewhere