Application Independent Energy Efficient Data Aggregation in Wireless Sensor Networks - Deepali Virmani; Tanuj Singhal; Ghanshyam; Khyati Ahlawat; Noble (CoRR, 2012)

A Novel Hybrid Technique for Big Data Classification Using Decision Tree Learning. - Khyati Ahlawat; Amit Prakash Singh (CICBA (1), 2017)

Empirical Evaluation of Map Reduce Based Hybrid Approach for Problem of Imbalanced Classification in Big Data. - Khyati Ahlawat; Anuradha Chug; Amit Prakash Singh (Int. J. Grid High Perform. Comput., 2019)

Benchmarking framework for class imbalance problem using novel sampling approach for big data. - Khyati Ahlawat; Anuradha Chug; Amit Prakash Singh (Int. J. Syst. Assur. Eng. Manag., 2019)

A Novel Hybrid Sampling Algorithm for Solving Class Imbalance Problem in Big Data. - Khyati Ahlawat; Anuradha Chug; Amit Prakash Singh (Adv. Data Sci. Adapt. Anal., 2021)