Research Publications
Below, you’ll find my writing organized by publication type. For questions on any specific publication, feel free to message my office, and a teaching staff member will respond as soon as possible.
Journal Papers:
1. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. “Multi-Objective Feature Selection based on Quasi-Oppositional based Jaya Algorithm for Microarray Data.” Knowledge-Based Systems 236, (2021): 107804.
https://doi.org/10.1016/j.knosys.2021.107804
SCI, IF – 8.8, Q1
2. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. "Feature selection using Binary Crow Search Algorithm with time varying flight length." Expert Systems with Applications 168 (2021): 114288.
https://doi.org/10.1016/j.eswa.2020.114288
SCIE, IF – 8.5, Q1
3. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. "Binary Jaya algorithm based on binary similarity measure for feature selection." Journal of Ambient Intelligence and Humanized Computing (2021): 1-18.
https://doi.org/10.1007/s12652-021-03226-5
SCIE, IF – 7.104, Q1
4. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. "A hybrid feature selection method based on Binary Jaya algorithm for micro-array data classification." Computers & Electrical Engineering 90 (2021): 106963.
https://doi.org/10.1016/j.compeleceng.2020.106963
SCIE, IF – 4.3, Q1
5. Chaudhuri, A., and T. P. Sahu. "PROMETHEE-based hybrid feature selection technique for high-dimensional biomedical data: application to Parkinson's disease classification." Electronics Letters 56.25 (2020): 1403-1406.
https://doi.org/10.1049/el.2020.2517
SCIE, IF – 1.316
6. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. "Feature weighting for naïve Bayes using multi objective artificial bee colony algorithm." International Journal of Computational Science and Engineering 24.1 (2021): 74-88.
https://dx.doi.org/10.1504/IJCSE.2021.10036006
ESCI, SCOPUS, IF – 1.32
7. Chaudhuri, Abhilasha. "Search Space Division Method for Wrapper Feature Selection on High-Dimensional Data Classification." Knowledge-Based Systems (2024): 111578.
https://doi.org/10.1016/j.knosys.2024.111578
SCI, IF – 8.8, Q1
Conference Papers:
1. Chaudhuri, A., Sahu, T.P. (2022). Feature Selection Technique for Microarray Data Using Multi-objective Jaya Algorithm Based on Chaos Theory. In: Chen, J.IZ., Wang, H., Du, KL., Suma, V. (eds) Machine Learning and Autonomous Systems. Smart Innovation, Systems and Technologies, vol 269. Springer, Singapore.
https://doi.org/10.1007/978-981-16-7996-4_28
2. Chaudhuri Abhilasha. “Binary Jaya Algorithm based on Dice Similarity for Cancer Classification using Microarray Dataset” 2022 IEEE World Conference on Applied Intelligence and Computing (AIC 2022).
https://doi.org/10.1109/AIC55036.2022.9848843
3. Chaudhuri, A., Chaudhuri, A. K., & Malani, S. (2023, February). A Decision-making Framework Model for Replacement of Track Switch-point Changing Box using a Multiple Attribute Decision Making Method. In 2022 OPJU International Technology Conference on Emerging Technologies for Sustainable Development (OTCON) (pp. 1-6). IEEE.
https://doi.org/10.1109/OTCON56053.2023.10114035
4. A. Chaudhuri and S. Mohdiwale, "An Effective Feature Selection Technique for Detecting Parkinson's Disease Using Binary Whale Optimization Algorithm," 2023 IEEE World Conference on Applied Intelligence and Computing (AIC), Sonbhadra, India, 2023, pp. 58-62, doi: 10.1109/AIC57670.2023.10263842.
Book Chapters:
1. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. "A Case Study on Disease Diagnosis Using Gene Expression Data Classification with Feature Selection: Application of Data Science Techniques in Health Care." Data Science and Its Applications. and Chapman Hall/CRC, 2021. 239-254.
eBook ISBN: 9781003102380,
https://doi.org/10.1201/9781003102380
2. Chaudhuri, Abhilasha, and Tirath Prasad Sahu. "Computational Intelligence for Healthcare." In Next Generation Healthcare Systems Using Soft Computing Techniques. Chapman and Hall/CRC.
eBook ISBN9781003217,
https://doi.org/10.1201/9781003217091091