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Mufti Mahmud

Nottingham Trent University

Burton Street

Nottingham, NG1 4FQ

United Kingdom

  • Nottingham Trent University

SCHOLARLY PAPERS

4

DOWNLOADS

320

TOTAL CITATIONS

2

Scholarly Papers (4)

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1.

Deep Brain Neural Network Model Application Using Rabi Antenna Probes as Quantum Consciousness Sensors

Number of pages: 12 Posted: 21 Mar 2022
Montree Bunruangses, Phichai Youplao, Anita Garhwal, Kanad Ray, Arup Roy, Nhat Truong Pham, Prakasit Prabpal, Preecha Yupapin, Muhammad Arif Jalilj, Jalil Ali, Shamim Kaiser, Mufti Mahmud, Saurav Mallik and Zhongming Zhao
Rajamangala University of Technology Phra Nakhon, Rajamangala University of Technology Isan, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Ton Duc Thang University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Technology Malaysia, affiliation not provided to SSRN, Jahangirnagar University, Nottingham Trent University, The University of Texas at Tyler - The University of Texas Health Science Center at Tyler and University of Texas at Houston - Center for Precision Health
Downloads 120 (596,393)

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Brain neural network, Deep brain sensors, Quantum brain, Quantum consciousness

2.

A Novel Evolutionary Dual-Phase Feature Selector Algorithm

Number of pages: 38 Posted: 21 Jan 2025
Shakila Shafiq, Sabbir Ahmed, Shamim Kaiser and Mufti Mahmud
affiliation not provided to SSRN, University of Texas at Dallas, Jahangirnagar University and Nottingham Trent University
Downloads 107 (659,652)

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Feature Selection Problem, Selective Flower Pollination Algorithm, Constraint Genetic Feature Selector, Combinatorial Optimisation, Machine Learning Model Optimisation

3.

Feature Importance Analysis of Lung Cancer Prediction Models: Consistency and Fusion

Number of pages: 30 Posted: 20 Mar 2025
Teena Rai, Jun He, Jaspreet Kaur, Yuan Shen, Mufti Mahmud, David J. Brown, Emma O'Dowd and Baldwin R. David
Nottingham Trent University, Nottingham Trent University, University of Nottingham, Nottingham Trent University, Nottingham Trent University, Nottingham Trent University, University of Nottingham and Nottingham University Hospitals NHS Trust
Downloads 50 (1,074,648)
Citation 2

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explainability, feature importance, LIME, SHAP, consistency, fusion, CPRD, lung cancer

4.

Heart Failure Prediction Using Interpretable Ensemble and Deep Learning Approaches

Number of pages: 12 Posted: 29 Jul 2025
Noushath Shaffi, Mohamed Samiulla Khan, Vimbi Viswan, Faizal Hajamohideen, Karthikeyan Subramanian and Mufti Mahmud
Sultan Qaboos University, Middle East College, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Nottingham Trent University
Downloads 43 (1,157,785)

Abstract:

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Heart failure prediction, Ensemble learning, Deep learning, SMOTETomek, XGBoost, Stacking, Classification metrics