IIT Indore
Research Interests
- Artifical Intelligence / Machine Learning / Big Data Analytics
- Softcomputing Techniques
- Neural Network Learning Algorithms
- Data Mining
More Specifically: My research interests are:
(a) Agricultural plant leaves disease detection and classification using Deep learning
(b) Ensemble Learning of Classifiers
(c) Improvemnt in Clustering algorithms
(d) Multimodal Optimization using Differential Evolution and it's Applications
(e) Design of a Semi-Supervised Neuro-fuzzy systems
(f) Optimization of softcomputing frameworks
(g) Cybersecurity using machine learning algorithms
(h) Binary Neural Network Learning with Quantum Processing
Specialization Field:
1. Softcomputing with innovations in Big Data handling involves Neural network learning algorithms, Genetic Programming, Support vector machine, Fuzzy sets, Rough sets etc.
2. Deep learning algorithms / architectures specially with Generative Adversarial Networks (GANs).
3. AI / ML algorithms for handling Classification, Clustering, Predictions and Data mining.
Dr. Aruna Tiwari
Professor
Computer Science and Engineering
artiwari[at]iiti.ac.in
Faculty Profile