Gemperline is author of more than 60 peer-reviewed publications in the field of Chemometrics.
His most-cited publication is his book, Practical Guide to Chemometrics (CRC Press), for which he served as both editor and as a contributor. The chapters he contributed were based on the teaching notes he had developed at East Carolina University for use with undergraduate and master's degree level students.