Aerambamoorthy Thavaneswaran
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
1
Active years
2019–2026
Best venue rank
B
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | COMPSAC | A Study on Long-Horizon Stock Forecasting Failures With Deep Sequential Models. | Joy Dip Das, Ruppa K. Thulasiram, Abhinav Jain, Aerambamoorthy Thavaneswaran |
| 2025 | COMPSAC | On the Superiority of Data-Driven Combined Forecasts Based on Deep Learning Models. | Sulalitha Bowala, Md. Erfanul Hoque, Hina Shaheen, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Alex Paseka |
| 2025 | COMPSAC | Adapting Hybridization of Deep Learning Algorithms for High-Frequency Datasets. | Joy Dip Das, Avanthi Saumyamala, Sulalitha Bowala, Ruppa K. Thulasiram, Aerambamoorthy Thavaneswaran |
| 2025 | COMPSAC | Hybrid LSTM/GRU and Support Vector Regression Models for Stock Index Prediction. | Joy Dip Das, Ruppa K. Thulasiram, Sulalitha Bowala, Avanthi Saumyamala, Aerambamoorthy Thavaneswaran |
| 2025 | COMPSAC | Statistical and Deep Learning Approaches for Risk Assessment and Volatility Forecasting in Renewable Energy Investments. | Shalini Jayanetti, Sulalitha Bowala, Sumeet Kalia, Aerambamoorthy Thavaneswaran, Md. Erfanul Hoque, Razvan G. Romanescu |
| 2025 | COMPSAC | 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 |
| 2025 | COMPSAC | 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 |
| 2025 | COMPSAC | 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 |
| 2024 | COMPSAC | Neural Network Fuzzy Electricity Demand Forecasts Based on Fuzzy Inputs. | Sulalitha Bowala, Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Srimantoorao Semischetty Appadoo |
| 2024 | COMPSAC | Novel Resilient Model Risk Forecasts Based on Neuro Volatility Models. | Md. Erfanul Hoque, Sulalitha Bowala, Avanthi Saumyamala, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram |
| 2024 | COMPSAC | A Cryptocurrency Multiple Trading Strategy with Kalman Filter Innovation Volatility Interval Forecasts. | You Liang, Aerambamoorthy Thavaneswaran, Juan Liyau, Areebah Muhammad, Thimani Ranathungage, Ruppa K. Thulasiram |
| 2024 | COMPSAC | Application of a Novel Fuzzy Pattern Mining Algorithm for Sequence Data. | Thimani Ranathungage, Sulalitha Bowala, Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram |
| 2024 | COMPSAC | Novel Data-Driven Dynamic Network Science Application in Algorithmic Trading. | Thimani Ranathungage, Aerambamoorthy Thavaneswaran, You Liang, Ruppa K. Thulasiram, Alex Paseka |
| 2024 | COMPSAC | 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 |
| 2023 | COMPSAC | Resilient Portfolio Optimization using Traditional and Data-Driven Models for Cryptocurrencies and Stocks. | Joy Dip Das, Sulalitha Bowala, Ruppa K. Thulasiram, Aerambamoorthy Thavaneswaran |
| 2023 | COMPSAC | Fuzzy Option Pricing for Jump Diffusion Model using Neuro Volatility Models. | Md. Erfanul Hoque, Sulalitha Bowala, Alex Paseka, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram |
| 2023 | COMPSAC | A Novel Fading-Memory Filter Multiple Trading Strategy with Data-Driven Innovation Volatility. | You Liang, Aerambamoorthy Thavaneswaran, Alex Paseka, Sulalitha Bowala, Juan Liyau |
| 2023 | COMPSAC | Comparison of Trading Strategies: Dual Momentum vs Pairs Trading. | Japjeet Singh, Ruppa K. Thulasiram, Aerambamoorthy Thavaneswaran, Alex Paseka |
| 2022 | COMPSAC | Long Term Interval Forecasts of Demand using Data-Driven Dynamic Regression Models. | You Liang, Aerambamoorthy Thavaneswaran |
| 2022 | COMPSAC | A Novel Optimal Profit Resilient Filter Pairs Trading Strategy for Cryptocurrencies. | You Liang, Aerambamoorthy Thavaneswaran, Alex Paseka, Wei Qiao, Melody Ghahramani, Sulalitha Bowala |
| 2022 | COMPSAC | Deep Learning Predictions for Cryptocurrencies. | Aerambamoorthy Thavaneswaran, You Liang, Sulalitha Bowala, Alex Paseka, Melody Ghahramani |
| 2021 | COMPSAC | Intelligent Probabilistic Forecasts of Day-Ahead Electricity Prices in a Highly Volatile Power Market. | Behrouz Banitalebi, Srimantoorao Semischetty Appadoo, Yuvraj Gajpal, Aerambamoorthy Thavaneswaran |
| 2021 | COMPSAC | A Novel Dynamic Demand Forecasting Model for Resilient Supply Chains using Machine Learning. | Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Srimantoorao Semischetty Appadoo, Ruppa K. Thulasiram, Behrouz Banitalebi |
| 2021 | COMPSAC | An Algorithmic Multiple Trading Strategy Using Data-Driven Random Weights Innovation Volatility. | Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Alex Paseka, Ruppa K. Thulasiram |
| 2021 | COMPSAC | Portfolio Optimization Using Novel Intelligent Probabilistic Forecasts of Risk Measures. | You Liang, Aerambamoorthy Thavaneswaran, Alexander Paseka, Ruppa K. Thulasiram, Ethan Johnson-Skinner |
| 2021 | COMPSAC | Novel Data-Driven Resilient Portfolio Risk Measures Using Sign and Volatility Correlations. | Aerambamoorthy Thavaneswaran, You Liang, Na Yu, Alex Paseka, Ruppa K. Thulasiram |
| 2020 | COMPSAC | Modeling of Short-Term Electricity Demand and Comparison of Machine Learning Approaches for Load Forecasting. | Behrouz Banitalebi, Srimantoorao Semischetty Appadoo, Aerambamoorthy Thavaneswaran, Md. Erfanul Hoque |
| 2020 | COMPSAC | A Novel Dynamic Data-Driven Algorithmic Trading Strategy Using Joint Forecasts of Volatility and Stock Price. | You Liang, Aerambamoorthy Thavaneswaran, Alexander Paseka, Zimo Zhu, Ruppa K. Thulasiram |
| 2020 | COMPSAC | Dynamic Data Science Applications in Optimal Profit Algorithmic Trading. | You Liang, Aerambamoorthy Thavaneswaran, Na Yu, Md. Erfanul Hoque, Ruppa K. Thulasiram |
| 2020 | COMPSAC | Data-Driven Adaptive Regularized Risk Forecasting. | You Liang, Aerambamoorthy Thavaneswaran, Zimo Zhu, Ruppa K. Thulasiram, Md. Erfanul Hoque |
| 2020 | COMPSAC | Portfolio Optimization Using a Novel Data-Driven EWMA Covariance Model with Big Data. | Zimo Zhu, Aerambamoorthy Thavaneswaran, Alexander Paseka, Julieta Frank, Ruppa K. Thulasiram |
| 2019 | COMPSAC | Fuzzy Value-at-Risk Forecasts Using a Novel Data-Driven Neuro Volatility Predictive Model. | Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Zimo Zhu, Md. Erfanul Hoque, Nalini Ravishanker |