Hossein Haghbin

Research interests

Functional Data Analysis
Data Science and Data Mining
Computational Statistics

Research activities

Journal articles

1	Hossein Haghbin, Yue Zhao, Mehdi Madouliat (2025) Regularized multivariate functional principal component analysis for data observed on different domains Foundations of Data Science: Eaely Access; 1-26
2	Hossein Haghbin (1404) Forecasting Density Function Time Series: A Functional Singular Spectrum Analysis Approach علوم آماری: 19; 1-20
3	Hossein Haghbin, Jordan Trinka, Mehdi Madouliat (2025) Rfssa: An R Package for Functional Singular Spectrum Analysis The R Journal: 16/2; 82-98
4	Hossein Haghbin, Mehdi Madouliat (2023) A journey from univariate to multivariate functional time series: A comprehensive review Wiley Interdisciplinary Reviews: Computational Statistics: https://wires.onlinelibrary.wiley.com/toc/19390068; 1-22
5	Jordan Trinka, Hossein Haghbin, Han Lin Shang, Mehdi Madouliat (2023) Functional time series forecasting: Functional singular spectrum analysis approaches Stat: https://onlinelibrary.wiley.com/toc/20491573/2023/; 1-15
6	Mahmood Kharrati-Kopaei, Zahra Shenavari, Hossein Haghbin (2023) combinIT: An R Package for Combining Interaction Tests for Unreplicated Two-Way Tables The R Journal: https://journal.r-project.org/issues/2023-1/; 284 - 296
7	Omid Kharazmi, Morad Alizadeh, Javier E. Contreras-Reyes, Hossein Haghbin (2022) Arctan-Based Family of Distributions: Properties, Survival Regression, Bayesian Analysis and Applications AXIOMS: 11; 1-22
8	Maryam Moradi, Ebrahim Rafiei, Sina Rasti, Hossein Haghbin (2022) Coronary artery calcification does it predict the CAD‑RADS category? Emergency Radiology: 10; 1-15
9	Fatemeh Nemati, Chris Westbury, Geoff Hollis, Hossein Haghbin (2022) The Persian Lexicon Project: minimized orthographic neighbourhood effects in a dense language JOURNAL OF PSYCHOLINGUISTIC RESEARCH: 55; 1-23
10	Morad Alizadeh, Saeid Tahmasebi, Hossein Haghbin (2021) The exponentiated odd log-logistic family of distributions: properties and applications Journal of Statistical Modelling: Theory and Applications: 1; 29-52
11	, Hossein Haghbin, , Rob J Hyndman (2021) Seasonal functional autoregressive models JOURNAL OF TIME SERIES ANALYSIS: 1; 1
12	Hossein Haghbin, Seyed Morteza Najibi, Rahim Mahmoudvand, Jordan Trinka, Mehdi Madouliat (2020) Functional Singular Spectrum Analysis Stat: 10; 1-15
13	, , Hossein Haghbin (2019) Improved functional portmanteau tests JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION: ; 1423،1436
14	, , Hossein Haghbin (2018) Rates of convergence of autocorrelation estimates for periodically correlated autoregressive Hilbertian processes STATISTICS: ; 283،300
15	, Reza Sharafdini, , Hossein Haghbin (2018) Graph Irregularity Indices Used as Molecular Descriptors in QSPR Studies MATCH-COMMUNICATIONS IN MATHEMATICAL AND IN COMPUTER CHEMISTRY: ; 524،509
16	Hossein Haghbin, , Morad Alizadeh, G.G Hamedani (2016) A New Generalized Odd Log-Logistic Family of Distributions COMMUNICATIONS IN STATISTICS-THEORY AND METHODS: ; 0،0
17	Hossein Haghbin, (2016) On infinite dimensional periodically correlated random fields: Spectrum and evolutionary spectra STATISTICS: ; ،
18	Hossein Haghbin, , (2016) Inference on the Asymptotic Behavior of Covariance Operator of First Order Periodically Correlated Autoregressive Hilbertian Processes COMMUNICATIONS IN STATISTICS-THEORY AND METHODS: ; 761،769
19	Hossein Haghbin, , (2014) Hilbertian spatial periodically correlated first order autoregressive models Advances in Data Analysis and Classification: ; ،
20	Hossein Haghbin, (2013) Likelihood-Based Inference in Autoregressive Models with Scaled tDistributed Innovations by Means of EMBased Algorithms COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION: ; ،
21	Hossein Haghbin, , (2010) Large Sample Inference on the Ratio of Two Independent Binomial Proportions Journal of Mathematical Extension: ; ،

Conference articles

1	Hossein Haghbin (2025) Kolmogorov-Arnold Networks (KAN): Revolutionizing Prediction in Machine Learning 15th Seminar on Probability and Stochastic Processes, Iran, Sanandaj
2	Hossein Haghbin (2024) Leveraging Deep Learning for Functional Data Analysis 17th Iranian Statistics Conference, Iran, Birjand
3	Parisa Niloofar, Hossein Haghbin, Sanja Lazarova-Molnar (2022) Proxel-Based Simulation of Fault Trees in R 2022 Winter Simulation Conference (WSC), Singapore, Singapore
4	Parisa Niloofar, Hossein Haghbin, Sanja Lazarova-Molnar (2022) ftaproxim – R Package for Proxel-based Simulation of Fault Trees: A Case Study The 6th International Conference on System Reliability and Safety, Italy, Venice
5	Hossein Haghbin, Seyed Morteza Najibi, Rahim Mahmoudvand, Jordan Trinka, Mehdi Madouliat (2020) Functional Singular Spectrum Analysis 15th Iranian Statistics Conference, IRAN, Yazd

Projects

1	Amin Torabi Jahromi, Valiollah Ghaffari, Hossein Haghbin (2024) Development of smart aquarium -related technology to maintain corals and control their reproductive parameters دانشگاه خلیج فارس
2	Amin Torabi Jahromi, Valiollah Ghaffari, Hossein Haghbin (2022) Intelligentization of tile quality دانشگاه خلیج فارس
3	Hossein Haghbin, Reza Sharafdini, , Fatemeh Gharehchahi, Ali Amrooni, Amin Torabi Jahromi (2021) Design and implementation of inter-laboratory quality control system, medical centers affiliated with Bushehr Social Security Treatment Management دانشگاه خلیج فارس

Theses

1	Mobina Pourmoshir, Hossein Haghbin, Mehdi Madouliat (2025) Regularized Multivariate Two-way Functional Principal Component Analysis
2	mojib porohan, Hossein Haghbin, Amin Torabi Jahromi (2025) A Hybrid Model Based on Clustering and Recurrent Neural Networks for Time Series Forecasting
3	maryam khedmati, Hossein Haghbin, Amin Torabi Jahromi (2025) Deep Learning for Functional Data Analysis
4	mohamad morteza gholami, Amin Torabi Jahromi, Valiollah Ghaffari, Hossein Haghbin (2024) Online Fault Diagnosis of Rotating Industrial Equipment Based on Semi-Supervised Artificial Intelligence
5	vajiheh saholi, Hossein Haghbin, Rahman Dashti (2024) Application of Deep Learning Methods in Forecasting Electricity Consumption in Bushehr
6	Yue Zhao, Hossein Haghbin, Mehdi Madouliat (2024) Regularized Multivariate Functional Principal Component Analysis
7	Fatemeh rezaei, Hossein Hosseinzadeh, Hossein Haghbin (2023) Haar-like features with optimally weighted for face detection
8	danial mazarei, Hossein Haghbin, Amin Torabi Jahromi (2022) Multivariate Functional Principal Component Analysis on Different Domains and Its application in monitoring the quality of a manufacturing
9	Hadis Heidarizadeh, Hossein Haghbin, Saeid Tahmasebi (2020) Estimation of Finite Population Mean by Auxiliary Variable in Presence Of Non-Response in Sampling Design
10	, Hana Etemadi, Esmaeil Abbasi, Hossein Haghbin (2019) Title Not Found
11	, Pouya Manshour, Hossein Haghbin (2019) Title Not Found
12	, Hossein Haghbin, Pouya Manshour (2019) Title Not Found
13	, Hossein Haghbin, Ahmad Keshavarz (2018) Title Not Found
14	, Mahmoud Afshari, Hossein Haghbin (2017) Title Not Found
15	, Hossein Haghbin, Seyed Morteza Najibi (2017) Title Not Found
16	, Mahmoud Afshari, Hossein Haghbin (2017) Title Not Found

Books

1	Jordan Trinka, Hossein Haghbin, Mehdi Madouliat (2022) Multivariate Functional Singular Spectrum Analysis: A Nonparametric Approach for Analyzing Multivariate Functional Time Series ISBN: 978-3-031-13970-3

Innovations

Research of this type not found!

Grant Attraction

Research of this type not found!

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Courses

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