Personal information

Emails & domains

Verified email domains

Activities

Collapse all

Works (9)

ChiGa-Net: A genetically optimized neural network with refined deeply extracted features using χ2 statistical score for trustworthy Parkinson’s disease detection

Neurocomputing
2025-04 | Journal article
DOI: 10.1016/j.neucom.2025.129450
Contributors: Liaqat Ali; Man-Fai Leung; Muhammad Asghar Khan; Redhwan Nour; Yakubu Imrana; Athanasios V. Vasilakos
Source: check_circle
Crossref

HCL-Classifier: CNN and LSTM based hybrid malware classifier for Internet of Things (IoT)

Future Generation Computer Systems
2023-05 | Journal article
DOI: 10.1016/j.future.2022.12.034
Part of ISSN: 0167-739X
Contributors: Muhammed Amin Abdullah; Yongbin Yu; Kwabena Adu; Yakubu Imrana; Xiangxiang Wang; Jingye Cai
Source: Self-asserted source
Yakubu Imrana

Disparity Analysis Between the Assembly and Byte Malware Samples with Deep Autoencoders

2022 19th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)
2022-12-16 | Conference paper
DOI: 10.1109/iccwamtip56608.2022.10016485
Contributors: Muhammed Amin Abdullah; Yongbin Yu; Jingye Cai; Yakubu Imrana; Nartey Obed Tettey; Daniel Addo; Kwabena Sarpong; Bless Lord Y. Agbley; Benjamin Appiah
Source: Self-asserted source
Yakubu Imrana

A novel sample and feature dependent ensemble approach for Parkinson’s disease detection

Neural Computing and Applications
2022-03-11 | Journal article
DOI: 10.1007/s00521-022-07046-2
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Source: Self-asserted source
Yakubu Imrana

χ2-BidLSTM: A Feature Driven Intrusion Detection System Based on χ2 Statistical Model and Bidirectional LSTM

Sensors
2022-03-04 | Journal article
DOI: 10.3390/s22052018
Contributors: Yakubu Imrana; Yanping Xiang; Liaqat Ali; Zaharawu Abdul-Rauf; Yu-Chen Hu; Seifedine Kadry; Sangsoon Lim
Source: check_circle
Crossref

A bidirectional LSTM deep learning approach for intrusion detection

Expert Systems with Applications
2021-12 | Journal article
DOI: 10.1016/j.eswa.2021.115524
Part of ISSN: 0957-4174
Source: Self-asserted source
Yakubu Imrana

MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection

Frontiers in Neuroscience
2021-11-01 | Journal article
DOI: 10.3389/fnins.2021.754058
Part of ISSN: 1662-453X
Source: Self-asserted source
Yakubu Imrana

Machine Learning Based Parkinson’s Disease Diagnosis using Hand Writing Related Variables

International Journal of Computational Intelligence in Control
2021-08-08 | Journal article
Contributors: Yakubu Imrana
Source: Self-asserted source
Yakubu Imrana

A Feature-Driven Decision Support System for Heart Failure Prediction Based on χ2 Statistical Model and Gaussian Naive Bayes

Computational and Mathematical Methods in Medicine
2019-11-20 | Journal article
DOI: 10.1155/2019/6314328
Contributors: Liaqat Ali; Shafqat Ullah Khan; Noorbakhsh Amiri Golilarz; Imrana Yakubu; Iqbal Qasim; Adeeb Noor; Redhwan Nour
Source: check_circle
Crossref
How many people are using ORCID?