Using persistent homology as preprocessing of early warning signals for critical transition in flood
Syed Musa, Syed Mohamad Sadiq, Md Noorani, Mohd Salmi, Abdul Razak, Fatimah, Ismail, Munira, Alias, Mohd Almie, Hussain, Saiful Izzuan
Published in Scientific reports (31.03.2021)
Published in Scientific reports (31.03.2021)
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Journal Article
Residual Series Representation Algorithm for Solving Fuzzy Duffing Oscillator Equations
Alshammari, Mohammad, Al-Smadi, Mohammed, Arqub, Omar Abu, Hashim, Ishak, Alias, Mohd Almie
Published in Symmetry (Basel) (01.04.2020)
Published in Symmetry (Basel) (01.04.2020)
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Journal Article
Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
Khairi, Siti Shaliza Mohd, Bakar, Mohd Aftar Abu, Alias, Mohd Almie, Bakar, Sakhinah Abu, Liong, Choong-Yeun, Rosli, Nurwahyuna, Farid, Mohsen
Published in Healthcare (Basel) (22.12.2021)
Published in Healthcare (Basel) (22.12.2021)
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Journal Article
Early warning signals of financial crises using persistent homology
Ismail, Mohd Sabri, Noorani, Mohd Salmi Md, Ismail, Munira, Razak, Fatimah Abdul, Alias, Mohd Almie
Published in Physica A (15.01.2022)
Published in Physica A (15.01.2022)
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Journal Article
Hybridization of hierarchical clustering with persistent homology in assessing haze episodes between air quality monitoring stations
Zulkepli, Nur Fariha Syaqina, Noorani, Mohd Salmi Md, Razak, Fatimah Abdul, Ismail, Munira, Alias, Mohd Almie
Published in Journal of environmental management (15.03.2022)
Published in Journal of environmental management (15.03.2022)
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Journal Article
Predicting next day direction of stock price movement using machine learning methods with persistent homology: Evidence from Kuala Lumpur Stock Exchange
Ismail, Mohd Sabri, Md Noorani, Mohd Salmi, Ismail, Munira, Abdul Razak, Fatimah, Alias, Mohd Almie
Published in Applied soft computing (01.08.2020)
Published in Applied soft computing (01.08.2020)
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Journal Article
Persistent Homology-Based Machine Learning Method for Filtering and Classifying Mammographic Microcalcification Images in Early Cancer Detection
Malek, Aminah Abdul, Alias, Mohd Almie, Razak, Fatimah Abdul, Noorani, Mohd Salmi Md, Mahmud, Rozi, Zulkepli, Nur Fariha Syaqina
Published in Cancers (04.05.2023)
Published in Cancers (04.05.2023)
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Journal Article
Cluster Analysis of Haze Episodes Based on Topological Features
Zulkepli, Nur Fariha Syaqina, Noorani, Mohd Salmi Md, Razak, Fatimah Abdul, Ismail, Munira, Alias, Mohd Almie
Published in Sustainability (01.05.2020)
Published in Sustainability (01.05.2020)
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Journal Article
An Early Warning System for Flood Detection Using Critical Slowing Down
Syed Musa, Syed Mohamad Sadiq, Md Noorani, Mohd Salmi, Abdul Razak, Fatimah, Ismail, Munira, Alias, Mohd Almie, Hussain, Saiful Izzuan
Published in International journal of environmental research and public health (24.08.2020)
Published in International journal of environmental research and public health (24.08.2020)
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Journal Article
A Preliminary Study of Convolutional Neural Network Architectures for Breast Cancer Image Classification
Khairi, Siti Shaliza Mohd, Bakar, Mohd Aftar Abu, Alias, Mohd Almie, Bakar, Sakhinah Abu, Liong, Choong-Yeun
Published in 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) (08.12.2021)
Published in 2021 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) (08.12.2021)
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