Data Mining and Pattern Recognition


National Institute of Pharmaceutical Education and Research (NIPER) is the first national level institute in pharmaceutical sciences with a proclaimed objective of becoming a centre of excellence for advanced studies and research in pharmaceutical sciences. The Government of India has declared NIPER as an 'Institute of National Importance'. It is an autonomous body set up under the aegis of Ministry of Chemicals and Fertilizers, Government of India. The Institute is conceived to provide leadership in pharmaceutical sciences and related areas not only within the country, but also to the countries in South East Asia, South Asia and Africa. NIPER is a member of Association of Indian Universities and Association of Commonwealth Universities.


Ever since its inception, NIPER has stimulated a rapid growth of computer-based research, development, and training at the Institute. NIPER provides state-of-the-art computing facility to the faculty and students of the Institute and others by housing leading-edge computing systems, with sophisticated software packages and databases.


The various databases and predictive models developed at NIPER are as follows:

In Silico Prediction of Blood Brain Barrier Permeability

MSubCellProt2: Predicting multiple protein subcellular localization using machine learning approaches

In Silico Prediction of Protein-Protein Interaction

In Silico Prediction of BCRP Substrate/Non-Substrate Activity

In Silico Prediction of MRP-1 Substrate/Non-Substrate Activity

TBIndia: Directory of R & D Capabilities in the Field of Tuberculosis

SubCellProt: Predicting protein subcellular localization using machine learning approaches

LeishBase: A database of Leishmania major proteins

S.pombe gene database for GenMAPP

NIPER Students and Alumni Database

NIPER Publications Database

Pharmacists Information System

Label composition of all the formulations manufactured in India and their market value


Department of Pharmacoinformatics

National Institute of Pharmaceutical Education and Research

Sector 67, S.A.S. Nagar, Punjab, INDIA - 160 062