Research Titles for PhD Candidates
The following formal research titles are provided for prospective doctoral candidates under the supervision of Prof. Aruna Tiwari.
- Deep Neural Networks for Big Data handling.
- Evolutionary Computations for optimization in learning processes.
- Neuro-Fuzzy classifiers for high dimensional data.
- Design of a Semi-Supervised Neuro-Fuzzy system.
- Active Learning through Adaptive Heterogeneous Ensembling.
- Hardware realization of Neural Network learning algorithms.
- Hardware realization of Extreme Learning Machine based fast data descriptor with Gaussian kernel for novelty detection.
- Design of Deep Learning algorithms based on Soft Computing models.
Keywords & Focus Areas
- Computational Intelligence
- Machine Learning
- Generative AI
- GAN
- Diffusion Models
- Big Data
- Genomics
- Precision Agriculture
- Anomaly Detection
How to Apply
Check IIT Indore PhD AdmissionsVisit the official IIT Indore website for current PhD admission cycles, eligibility, and exam requirements.
Contact Prof. Aruna TiwariEmail artiwari@iiti.ac.in with your CV, research statement, and area of interest before applying.
Shortlisting & InterviewShortlisted candidates will be called for a written test and/or interview as per the IIT Indore admission process.