Indu Bala

Dr Indu Bala

Postdoctoral Fellow

School of Computer and Mathematical Sciences

Faculty of Sciences, Engineering and Technology

Eligible to supervise Masters and PhD (as Co-Supervisor) - email supervisor to discuss availability.

I have a background in applied mathematics and computational science. My interest lies in optimization, artificial intelligence, natural language processing, and data mining techniques

I have a background in soft computing and applied mathematics. My research developments focus on the design and analysis of nature-inspired optimization algorithms. These algorithms are implemented on real-life optimization problems in economics and health sciences. lately, I am working in the area of Data Science and using Natural Language Processing algorithms in the Medical field. 

  • Journals
    Year Citation
    2024 Bala, I., Kelly, T. L., Stanford, T., Gillam, M. H., & Mitchell, L. (2024). Machine learning-based analysis of adverse events in mesh implant surgery reports. Social Network Analysis and Mining, 14(1), 15 pages.
    DOI
    2024 Bala, I., Yadav, A., & Kim, J. H. (2024). Optimization for cost-effective design of water distribution networks: a comprehensive learning approach. Evolutionary Intelligence, 1-33.
    DOI
    2022 Bala, I., & Yadav, A. (2022). Niching comprehensive learning gravitational search algorithm for multimodal optimization problems. Evolutionary Intelligence, 15(1), 695-721.
    DOI Scopus4 WoS1
    2020 Bala, I., & Yadav, A. (2020). Comprehensive learning gravitational search algorithm for global optimization of multimodal functions. Neural Computing and Applications, 32(11), 7347-7382.
    DOI Scopus15 WoS10
    2019 Bala, I., & Malhotra, A. (2019). Fuzzy classification with comprehensive learning gravitational search algorithm in breast tumor detection. International Journal of Recent Technology and Engineering, 8(2), 2688-2694.
    DOI Scopus4
    - Natural Language Processing in Medical Science and Healthcare (n.d.). Medicon Medical Sciences.
    DOI
    - Bala, I., Kelly, T. -L., Lim, R., Gillam, M. H., & Mitchell, L. (n.d.). An Effective Approach for Multiclass Classification of Adverse Events Using Machine Learning. Journal of Computational and Cognitive Engineering.
    DOI
    - Kaushal, S., Kumar, R., Lofty, K., & Bala, I. (n.d.). Response of frequency domain in generalized thermoelastic medium under modified Green-Lindsay with non-local and two temperature. ZAMM-ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK, 21 pages.
    DOI

  • Conference Papers
    Year Citation
    2023 Bala, I., & Yadav, A. (2023). Optimizing Reactive Power of IEEE-14 Bus System Using Artificial Electric Field Algorithm. In Lecture Notes in Networks and Systems Vol. 613 (pp. 651-665). Singapore: Springer, Singapore.
    DOI
    2020 Bala, I., & Yadav, A. (2020). Optimal Reactive Power Dispatch Using Gravitational Search Algorithm to Solve IEEE-14 Bus System. In Communication and Intelligent Systems Vol. 120 (pp. 463-473). Singapore: Springer Singapore.
    DOI Scopus2
    2018 Bala, I., & Yadav, A. (2018). Gravitational search algorithm: A state-of-the-art review. In N. Yadav, A. Yadav, J. C. Bansal, K. Deep, & J. H. Kim (Eds.), Advances in Intelligent Systems and Computing Vol. 741 (pp. 27-37). Singapore: Springer Nature.
    DOI Scopus13 WoS5
  • Position: Postdoctoral Fellow
  • Email: indu.bala@adelaide.edu.au
  • Campus: North Terrace
  • Building: Ingkarni Wardli, floor Level Six
  • Room: 6.21
  • Org Unit: Mathematical Sciences
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