Md. Erfanul Hoque

18 papers B 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 B conf
Novel Data Driven High Dimensional Volatility Networks and Dynamic Price Networks.
COMPSAC
Avanthi Saumyamala, Sulalitha Bowala, Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Alex Paseka, Ruppa K. Thulasiram
2025 B conf
On the Superiority of Data-Driven Combined Forecasts Based on Deep Learning Models.
COMPSAC
Sulalitha Bowala, Md. Erfanul Hoque, Hina Shaheen, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Alex Paseka
2025 B conf
Statistical and Deep Learning Approaches for Risk Assessment and Volatility Forecasting in Renewable Energy Investments.
COMPSAC
Shalini Jayanetti, Sulalitha Bowala, Sumeet Kalia, Aerambamoorthy Thavaneswaran, Md. Erfanul Hoque, Razvan G. Romanescu
2024 B conf
Application of a Novel Fuzzy Pattern Mining Algorithm for Sequence Data.
COMPSAC
Thimani Ranathungage, Sulalitha Bowala, Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram
2024 B conf
Neural Network Fuzzy Electricity Demand Forecasts Based on Fuzzy Inputs.
COMPSAC
Sulalitha Bowala, Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Srimantoorao Semischetty Appadoo
2024 B conf
Novel Resilient Model Risk Forecasts Based on Neuro Volatility Models.
COMPSAC
Md. Erfanul Hoque, Sulalitha Bowala, Avanthi Saumyamala, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram
2023 B conf
Fuzzy Option Pricing for Jump Diffusion Model using Neuro Volatility Models.
COMPSAC
Md. Erfanul Hoque, Sulalitha Bowala, Alex Paseka, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram
2023 — conf
Superiority of Neural Networks for Trading Volume Forecasts of Stocks and Cryptocurrencies.
SSCI
Sulalitha Bowala, Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Md. Erfanul Hoque, Alex Paseka
2021 B conf
A Novel Data Driven Machine Learning Algorithm For Fuzzy Estimates of Optimal Portfolio Weights and Risk Tolerance Coefficient.
FUZZ-IEEE
Aerambamoorthy Thavaneswaran, You Liang, Alex Paseka, Md. Erfanul Hoque, Ruppa K. Thulasiram
2021 B conf
A Novel Dynamic Demand Forecasting Model for Resilient Supply Chains using Machine Learning.
COMPSAC
Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Srimantoorao Semischetty Appadoo, Ruppa K. Thulasiram, Behrouz Banitalebi
2021 B conf
An Algorithmic Multiple Trading Strategy Using Data-Driven Random Weights Innovation Volatility.
COMPSAC
Md. Erfanul Hoque, Aerambamoorthy Thavaneswaran, Alex Paseka, Ruppa K. Thulasiram
2021 — conf
Data-Driven Fuzzy Demand Forecasting Models for Resilient Supply Chains.
SSCI
Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Md. Erfanul Hoque, Srimantoorao Semischetty Appadoo
2020 — conf
A Novel Algorithmic Trading Strategy Using Data-Driven Innovation Volatility.
SSCI
You Liang, Aerambamoorthy Thavaneswaran, Md. Erfanul Hoque
2020 B conf
Data-Driven Adaptive Regularized Risk Forecasting.
COMPSAC
You Liang, Aerambamoorthy Thavaneswaran, Zimo Zhu, Ruppa K. Thulasiram, Md. Erfanul Hoque
2020 B conf
Dynamic Data Science Applications in Optimal Profit Algorithmic Trading.
COMPSAC
You Liang, Aerambamoorthy Thavaneswaran, Na Yu, Md. Erfanul Hoque, Ruppa K. Thulasiram
2020 B conf
Modeling of Short-Term Electricity Demand and Comparison of Machine Learning Approaches for Load Forecasting.
COMPSAC
Behrouz Banitalebi, Srimantoorao Semischetty Appadoo, Aerambamoorthy Thavaneswaran, Md. Erfanul Hoque
2020 — conf
Regularized Probabilistic Forecasting of Electricity Wholesale Price and Demand.
SSCI
Behrouz Banitalebi, Md. Erfanul Hoque, Srimantoorao Semischetty Appadoo, Aerambamoorthy Thavaneswaran
2019 — conf
Fuzzy Value-at-Risk Forecasts Using a Novel Data-Driven Neuro Volatility Predictive Model.
COMPSAC (2)
Aerambamoorthy Thavaneswaran, Ruppa K. Thulasiram, Zimo Zhu, Md. Erfanul Hoque, Nalini Ravishanker