Avanthi Saumyamala

According to our database, Avanthi Saumyamala authored at least 9 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Superiority of the Neural Network Models for Multivariate Price and Volatility Forecasting.

Avanthi Saumyamala, You Liang, Aerambamoorthy Thavaneswaran, Alex Paseka, Sulalitha Bowala, Ruppa K. Thulasiram

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

Superiority of RMT Filtered Data-Driven Covariance Matrix for Portfolio Optimization and Resilient Networks.

Avanthi Saumyamala, Sulalitha Bowala, Aerambamoorthy Thavaneswaran, You Liang, Alex Paseka, Ruppa K. Thulasiram

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

Novel Data Driven High Dimensional Volatility Networks and Dynamic Price Networks.

Avanthi Saumyamala, Sulalitha Bowala, Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Alex Paseka, Ruppa K. Thulasiram

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

Hybrid LSTM/GRU and Support Vector Regression Models for Stock Index Prediction.

Joy Dip Das, Ruppa K. Thulasiram, Sulalitha Bowala, Avanthi Saumyamala, Aerambamoorthy Thavaneswaran

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

Adapting Hybridization of Deep Learning Algorithms for High-Frequency Datasets.

Joy Dip Das, Avanthi Saumyamala, Sulalitha Bowala, Ruppa K. Thulasiram, Aerambamoorthy Thavaneswaran

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

Novel Financial Network Models Using Neuro Correlations and Applications.

Avanthi Saumyamala, Aerambamoorthy Thavaneswaran, Sulalitha Bowala, Joy Dip Das, Ruppa K. Thulasiram, Alex Paseka

Proceedings of the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2025

The Superiority of Direct Neuro Volatility Forecasts Over GARCH and Machine Learning Forecasts for Financial Assets.

Sulalitha Bowala, Aerambamoorthy Thavaneswaran, Avanthi Saumyamala, Joy Dip Das, Ruppa K. Thulasiram, Alex Paseka

Proceedings of the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2025

2024

Novel Non-linear Adaptive Fuzzy Adjacency Matrices for Financial Volatility Network Models.

Avanthi Saumyamala, Sulalitha Bowala, You Liang, Shanika Basnayake, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Novel Resilient Model Risk Forecasts Based on Neuro Volatility Models.

Md. Erfanul Hoque, Sulalitha Bowala, Avanthi Saumyamala, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024