Santilata Champati

According to our database, Santilata Champati authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

A hybrid model of fuzzy logic to enhance data mining accuracy incorporating intra-concentration and inter-separability loss into neighbourhood component analysis.

Hemangini Mohanty, Santilata Champati

Int. J. Reason. based Intell. Syst., 2026

2025

Adverse COVID-19 vaccination-related events in India: a cross-sectional study using machine learning to predict their severity.

Hemangini Mohanty, Santilata Champati, Jyotiranjan Sahoo

Int. J. Reason. based Intell. Syst., 2025

A novel approach to optimise fuzzy association rule by using evolutionary genetics algorithm.

Bijayini Mohanty, Santilata Champati, Swadhin Kumar Barisal

Int. J. Math. Oper. Res., 2025

Enhancing Retail Strategies Through Anomaly Detection in Association Rule Mining.

Bijayini Mohanty, Santilata Champati, Swadhin Kumar Barisal

IEEE Access, 2025

MLDSS: Customer-Centric Retail Recommendation via Multi-Layered Decision Support System.

Santilata Champati, Bijayini Mohanty, Swadhin Kumar Barisal

IEEE Access, 2025

2023

Cluster quality analysis based on SVD, PCA-based k-means and NMF techniques: an online survey data.

Hemangini Mohanty, Santilata Champati, B. L. Padmasani Barik, Anita Panda

Int. J. Reason. based Intell. Syst., 2023

2022

Knowledge Discovery in a Recommender System: The Matrix Factorization Approach.

Murchhana Tripathy, Santilata Champati, Hemanta Kumar Bhuyan

J. Inf. Knowl. Manag., 2022

2021

Rough set-based attribute reduction and decision rule formulation for marketing data.

Murchhana Tripathy, Anita Panda, Santilata Champati

Int. J. Data Anal. Tech. Strateg., 2021