Publications by authors named "Michael James Kangas"
Article Synopsis
- The study investigates the use of RGB image analysis from colorimetric sensor arrays to identify and quantify different chemical analytes, leveraging image analysis software like ImageJ.!
- Nine chemometric methods were evaluated for their effectiveness in classifying various solutions of acetic acid, malonic acid, lysine, and ammonia, with LDA and KNN performing particularly well with over 90% accuracy.!
- This research expands on existing literature by comparing a broader range of chemometric techniques, highlighting that traditional methods such as PCA, LDA, HCA, and KNN are the most commonly used for colorimetric array analysis.
