Xudong Li, Yutong Wang, Happy Nkanta Mondaystrong>, Grace Ugochi Nneji,“A novel residual learning of multi-scale feature extraction model for the classification of rice grain varieties”, Computers and Electronics in Agriculture 237 (June 2025): 110491. [PDF]
Happy Nkanta Monday, Grace Ugochi Nneji, Md Altab Hossin, Kelvin Davies Mark, Edwin Sunday Umana, Goodness Temofe Mgbejime,Jianping Li, “Enhancing ECG Classification in Cardiac Diagnostics: A Novel Approach Using Adaptive Focal Cross-Entropy Loss Function”, IEEE Journal of Biomedical and Health Informatics 197 (May 2024) 150-157. [PDF]
Nneji, G.U., Monday, H.N., Pathapati, V.S.R. et al. “FFS-IML: fusion-based statistical feature selection for machine learning-driven interpretability of chronic kidney disease”, Int. J. Mach. Learn. & Cyber. (April 2025). [PDF]
Umana, Edwin Sunday, Happy Nkanta Monday, Grace Ugochi Nneji, Godwin Mark, and Daniel Agbonifo, “Leveraging the Effectiveness of Interpretability in Malaria Cell Image Classification using Depthwise Inception Residual Model”, World Scientific News 197 (2024) 150-157. [PDF]
Ukwuoma, Chiagoziem C., Dongsheng Cai, Olusola Bamisile, Hongbo Yin, Grace Ugochi Nneji, Happy Nkanta Monday, Ariyo Oluwasanmi, and Qi Huang, “An Attention Fused Sequence-To-Sequence Convolutional Neural Network for Accurate Solar Irradiance Forecasting and Prediction Using Sky Images”, Renewable Energy (2024): 121692. [PDF]
Ejiyi, Chukwuebuka, Zhen Qin, Makuachukwu Bennedith Ejiyi, Grace Ugochi Nneji, Happy Nkanta Monday, Favour Amarachi Agu, Thomas Ugochukwu Ejiyi, Chidinma Diokpo, and Chiduzie Obed Orakwue, “The internet of medical things in healthcare management: a review”, Journal of Digital Health (2023): 30-62. [PDF]
Nneji, Grace Ugochi, Happy Nkanta Monday, Goodness Temofe Mgbejime, Venkat Subramanyam R. Pathapati, Saifun Nahar, and Chiagoziem Chima Ukwuoma, “Lightweight separable convolution network for breast cancer histopathological identification”, Diagnostics 13, no. 2 (2023): 299.[PDF]
Mgbejime, Goodness Temofe, Md Altab Hossin, Grace Ugochi Nneji, Happy Nkanta Monday, and Favour Ekong, “Parallelistic convolution neural network approach for brain tumor diagnosis”, Diagnostics 12, no. 10 (2022): 2484. [PDF]
Happy Nkanta Monday, Jianping Li, Grace Ugochi Nneji, Md Altab Hossin, Saifun Nahar, Jehoiada Jackson, and Ijeoma Amuche Chikwendu, “WMR-DepthwiseNet: A Wavelet Multi-Resolution Depthwise Separable Convolutional Neural Network for COVID-19 Diagnosis”, Diagnostics 12, no. 3 (2022): 765. [PDF]
Ukwuoma, Chiagoziem C., Qin Zhiguang, Md Belal Bin Heyat, Liaqat Ali, Zahra Almaspoor, and Happy N. Monday, “Recent advancements in fruit detection and classification using deep learning techniques”, Mathematical Problems in Engineering 2022, no. 1 (2022): 9210947. [PDF]
Ukwuoma, Chiagoziem C., Md Altab Hossain, Jehoiada K. Jackson, Grace U. Nneji, Happy N. Monday, and Zhiguang Qin, “Multi-classification of breast cancer lesions in histopathological images using DEEP_Pachi: Multiple self-attention head”, Diagnostics 12, no. 5 (2022): 1152. [PDF]
Nneji, Grace Ugochi, Jingye Cai, Jianhua Deng, Happy Nkanta Monday, Edidiong Christopher James, and Chiagoziem Chima Ukwuoma, “Multi-channel based image processing scheme for pneumonia identification”, Diagnostics 12, no. 2 (2022): 325. [PDF]
Agbley, Bless Lord Y., Jianping Li, Md Altab Hossin, Grace Ugochi Nneji, Jehoiada Jackson, Happy Nkanta Monday, and Edidiong Christopher James, “Federated learning-based detection of invasive carcinoma of no special type with histopathological images”, Diagnostics 12, no. 7 (2022): 1669. [PDF]
Addo, Daniel, Shijie Zhou, Jehoiada Kofi Jackson, Grace Ugochi Nneji, Happy Nkanta Monday, Kwabena Sarpong, Rutherford Agbeshi Patamia, Favour Ekong, and Christyn Akosua Owusu-Agyei, “Evae-net: An ensemble variational autoencoder deep learning network for covid-19 classification based on chest x-ray images”, Diagnostics 12, no. 11 (2022): 2569. [PDF]
Nneji, Grace Ugochi, Jianhua Deng, Happy Nkanta Monday, Md Altab Hossin, Sandra Obiora, Saifun Nahar, and Jingye Cai, “Covid-19 identification from low-quality computed tomography using a modified enhanced super-resolution generative adversarial network plus and siamese capsule network”, In Healthcare, vol. 10, no. 2, p. 403. (MDPI), 2022. [PDF]
Happy Nkanta Monday, Jianping Li, Grace Ugochi Nneji, Saifun Nahar, Md Altab Hossin, and Jehoiada Jackson, “COVID-19 pneumonia classification based on NeuroWavelet capsule network”, In Healthcare, vol. 10, no. 3, p. 422. (MDPI), 2022. [PDF]
Ukwuoma, Chiagoziem C., Zhiguang Qin, Md Belal Bin Heyat, Faijan Akhtar, Abla Smahi, Jehoiada K. Jackson, Syed Furqan Qadri, Abdullah Y. Muaad, Happy N. Monday, and Grace U. Nneji, “Automated lung-related pneumonia and COVID-19 detection based on novel feature extraction framework and vision transformer approaches using chest X-ray images”, Bioengineering 9, no. 11 (2022): 709. [PDF]
Ukwuoma, Chiagoziem C., Zhiguang Qin, Sophyani B. Yussif, Happy N. Monday, Grace U. Nneji, Gilbert C. Urama, Chibueze D. Ukwuoma, Nimo B. Darkwa, and Harriet Agobah, “Animal species detection and classification framework based on modified multi-scale attention mechanism and feature pyramid network”, Scientific African 16 (2022): e01151. [PDF]
Happy Nkanta Monday, Jianping Li, Grace Ugochi Nneji, Saifun Nahar, Md Altab Hossin, Jehoiada Jackson, and Ariyo Oluwasanmi, “A wavelet convolutional capsule network with modified super resolution generative adversarial network for fault diagnosis and classification”, Complex & Intelligent Systems 8, no. 6 (2022): 4831-4847. [PDF]
Happy Nkanta Monday, Li, Jian Ping, Grace Ugochi Nneji, Abel Zenebe Yutra, Bona Debela Lemessa, Saifun Nahar, Edidiong Christopher James, and Amin Ul Haq, “The Capability of Wavelet Convolutional Neural Network for Detecting Cyber Attack of Distributed Denial of Service in Smart Grid”, In 2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 413-418. IEEE, 2021. [PDF]
Happy Nkanta Monday, Li, Jian Ping, Grace Ugochi Nneji, Edidiong Christopher James, Ijeoma Amuche Chikwendu, Chukwuebuka Joseph Ejiyi, Ariyo Oluwasanmi, and Goodness Temofe Mgbejime, “The capability of multi resolution analysis: A case study of COVID-19 diagnosis”, In 2021 4th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), pp. 236-242. IEEE, 2021..( Best Paper Award, ) [PDF]
Happy Nkanta Monday, Li, Jian Ping, Grace Ugochi Nneji, Ariyo Oluwasanmi, Goodness Temofe Mgbejime, Chukwuebuka Joseph Ejiyi, Ijeoma Amuche Chikwendu, and Edidiong Christopher James, “Improved convolutional neural multi-resolution wavelet network for COVID-19 pneumonia classification”, In 2021 4th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), pp. 267-273. IEEE, 2021. [PDF]
Happy Nkanta Monday, Li, Jian Ping, Grace Ugochi Nneji, Edidiong Christopher James, Yobsan Bayisa Leta, Saifun Nahar, and Amin Ul Haq, “Shared Weighted Continuous Wavelet Capsule Network for Electrocardiogram Biometric Identification”, In 2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 419-425. IEEE, 2021. [PDF]
Nneji, Grace Ugochi, Jingye Cai, Deng Jianhua, Happy Nkanta Monday, Ijeoma Amuche Chikwendu, Ariyo Oluwasanmi, Edidiong Christopher James, and Goodness Temofe Mgbejime, “Enhancing low quality in radiograph datasets using wavelet transform convolutional neural network and generative adversarial network for COVID-19 identification”, In 2021 4th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), pp. 146-151. IEEE, 2021. [PDF]
Nneji, Grace U., Jingye Cai, Jianhua Deng, Happy N. Monday, Edidiong C. James, Bona D. Lemessa, Abel Z. Yutra, Yobsan B. Leta, and Saifun Nahar, “COVID-19 Identification Using Deep Capsule Network: A Perspective of Super-Resolution CNN on Low-Quality CXR Images”, In Proceedings of the 7th International Conference on Communication and Information Processing (ICCIP), pp. 96-102. 2021. [PDF]
Nneji, Grace Ugochi, Jingye Cai, Deng Jianhua, Happy Nkanta Monday, Chukwuebuka Joseph Ejiyi, Edidiong Christopher James, Goodness Temofe Mgbejime, and Ariyo Oluwasanmi, “A super-resolution generative adversarial network with Siamese CNN based on low quality for breast cancer identification”, In 2021 4th International Conference on Pattern Recognition and Artificial Intelligence (PRAI), pp. 218-223. IEEE, 2021. [PDF]
Nneji, Grace Ugochi, Jingye Cai, Jianhua Deng, Happy Nkanta Monday, Saifun Nahar, Goodness Temofe Mgbejime, Edidiong Christopher James, and Surafel Kifetew Woldeyes, “A Dual Weighted Shared Capsule Network for Diabetic Retinopathy Fundus Classification”, In 2021 International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS), pp. 297-302. IEEE, 2021. [PDF]
Raji, Mordecai F., Huapeng Zhao, and Happy N. Monday, “Fast optimization of sparse antenna array using numerical Green's function and genetic algorithm”, International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 33, no. 4 (2020): e2544. [PDF]
Haq, Amin Ul, JIANPING LI, Jalaluddin Khan, MUHAMMAD HAMMAD MEMON, SHADMA PARVEEN, MORDECAI FOLARIN RAJI, WASIF AKBAR, TANVIR AHMAD , SANA ULLAH , LATIPOVA SHOISTA, and HAPPY N. MONDAY, “Identifying the predictive capability of machine learning classifiers for designing heart disease detection system”, In 2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 130-138. IEEE, 2019. [PDF]
RAJI, MORDECAI F., JIAN PING LI, AMIN UL HAQ, EMMANUEL RAJI, and HAPPY N. MONDAY, “Performance evaluation of orthogonal wavelet division multiplex for 5G and beyond”, In 2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 1-5. IEEE, 2019. [PDF]
Khan, Jalaluddin, Jianping Li, Amin Ul Haq, Shadma Parveen, Ghufran Ahmad Khan, Mohammad Shahid, Happy Nkanta Monday, Sana Ullah, and Sun Ruinan, “Medical image encryption into smart healthcare IOT system”, In 2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 378-382. IEEE, 2019. [PDF]
Nahar, Saifun, Ting Zhong, Happy Nkanta Monday, Grace U. Nneji, Michael O. Mills, and Hassan S. Abubakar, “Analyzing Data Mining and Its Application to Smart Business”, In 2019 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), pp. 1-5. IEEE, 2019. [PDF]
Nahar, Saifun, Ting Zhong, Happy Nkanta Monday, Michael O. Mills, Grace U. Nneji, and Hassan S. Abubakar, “A survey on data stream mining towards the internet of things application”, In 2019 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), pp. 1-5. IEEE, 2019. [PDF]
Happy Nkanta Monday, Li, Jian Ping, Grace Ugochi Nneji, Mordecai Folarin Raji, Chima C. Ukwuoma, Jalaluddin Khan, Chukwuebuka J. Ejiyi, Amin Ulhaq, Saifun Nahar, Hassan S. Abubakar, and Chikwendu A. Ijeoma, “A survey on hand-based behavioral activity recognition”, In 2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 119-123. IEEE, 2019. [PDF]
Nneji, Grace U., Jianhua Deng, Sarder S. Shakher, Happy Nkanta Monday, Basil C. Mbonu, and Mercy C. Nneji, “Online Collaborative Approach of Interactive Antenatal Lectures for Expectant Mothers”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 1047-1053. IEEE, 2018. [PDF]
Happy Nkanta Monday, Li, Jian P., Mordecai F. Raji, Grace U. Nneji, Ifeanyi D. Dike, and Richard I. Nneji, “Fast Prediction of Equivalent Model of Installed Patch Antenna Radiation Pattern”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 286-291. IEEE, 2018. [PDF]
Happy Nkanta Monday, Jian P. Li, Grace U. Nneji, Ukwuoma, Chiagoziem C., David Agomuo, and Richard I. Nneji, “Ensuring Data Governace and Enhancing Data Security in a Private Cloud Environment”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 1018-1024. IEEE, 2018. [PDF]
Happy Nkanta Monday, Grace U. Nneji, Jian P. Li, Dike, Ifeanyi D., David Agomuo, and Abel Ogungbile, “Enhanced attendance Management System: A Biometrics System of Identification Based on Fingerprint”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 500-505. IEEE, 2018.. [PDF]
Happy Nkanta Monday, Jian P. Li, Grace U. Nneji, Dike, Ifeanyi D., David Agomuo, and Abel Ogungbile, “Enhanced attendance Management System: A Biometrics System of Identification Based on Fingerprint”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 500-505. IEEE, 2018.[PDF]
Nneji, Grace U., Jianhua Deng, Sarder S. Shakher, Happy N. Monday, David Agomuo, and Ifeanyi D. Dike, “An Improved e-Clearance Management System for Graduating Students in a University Environment”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 74-80. IEEE, 2018. [PDF]
Happy N. Monday, Li, Jian P., Grace U. Nneji, Chiagoziem C. Ukwuoma, Ifeanyi D. Dike, and Richard I. Nneii, “Design of an Improved Cost Effective Electronic Locking System”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 493-499. IEEE, 2018. [PDF]
Happy N. Monday, Li, Jian P., Mordecai F. Raji, Grace U. Nneji, Abel Ogunzbile, and Richard I. Nneji, “Construction of Equivalent Model of Patch Antenna Using Magnetic Dipole ”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 645-649. IEEE, 2018.[PDF]
Grace U. Nneji, Jianhua Deng, Monday N. Happy, Basil C. Mbonu, Mercy C. Nneji, and Eziefuna E. Onyinye, “Android-Based Information System for Marriage Counseling”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 978-984. IEEE, 2018.[PDF]
Grace U. Nneji., Jianhua Deng, Sarder S. Shakher, Happy N. Monday, David Agomuo, and Chiagoziem C. Ukwuoma, “A Multimedia Computer Aided Learning Software”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 807-813. IEEE, 2018.[PDF]
Grace U. Nneji., Jianhua Deng, Sarder S. Shakher, Happy N. Monday, Basil C. Mbonu, and Abel Ogungbile, “A collaborative learning approach for integrated time based online environment”, In 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 1138-1144. IEEE, 2018.[PDF]
Raji, Mordecai, Akeem Shokanbi, and Happy Monday, “Design of ultra-low-end controllers for efficient stepper motor control”,In MATEC Web of Conferences, vol. 160, p. 02003. EDP Sciences, 2018. [PDF]