Mostafa Shabani

According to our database, Mostafa Shabani authored at least 11 papers between 2014 and 2023.

Collaborative distances:

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

2023

Augmented bilinear network for incremental multi-stock time-series classification.

Mostafa Shabani, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis

Pattern Recognit., September, 2023

Predicting the state of synchronization of financial time series using cross recurrence plots.

Mostafa Shabani, Martin Magris, George Tzagkarakis, Juho Kanniainen, Alexandros Iosifidis

Neural Comput. Appl., September, 2023

2022

Exact Manifold Gaussian Variational Bayes.

Martin Magris, Mostafa Shabani, Alexandros Iosifidis

CoRR, 2022

Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning.

Martin Magris, Mostafa Shabani, Alexandros Iosifidis

CoRR, 2022

Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction.

Mostafa Shabani, Dat Thanh Tran, Martin Magris, Juho Kanniainen, Alexandros Iosifidis

Proceedings of the 30th European Signal Processing Conference, 2022

2021

A new methodology for customer behavior analysis using time series clustering: A case study on a bank's customers.

Hossein Abbasimehr, Mostafa Shabani

Kybernetes, 2021

A new framework for predicting customer behavior in terms of RFM by considering the temporal aspect based on time series techniques.

Hossein Abbasimehr, Mostafa Shabani

J. Ambient Intell. Humaniz. Comput., 2021

2020

A hybrid framework for ranking reviewers based on interval type-2 fuzzy AHP and VIKOR.

Hossein Abbasimehr, Esmaeil Nourani, Mostafa Shabani

Int. J. Intell. Eng. Informatics, 2020

An optimized model using LSTM network for demand forecasting.

Hossein Abbasimehr, Mostafa Shabani, Mohsen Yousefi

Comput. Ind. Eng., 2020

Low-Rank Temporal Attention-Augmented Bilinear Network for financial time-series forecasting.

Mostafa Shabani, Alexandros Iosifidis

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2014

Graph-based code construction for data storage.

Mostafa Shabani, Terence H. Chan

Proceedings of the International Symposium on Information Theory and its Applications, 2014