Shahid Akbar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Gradient Boosting

Ensemble Classification

Feature Representation

Top Venues

Artif. Intell. Medicine

Comput. Biol. Medicine

Publications

Hamza Javed, Zainab Abaid, Shahid Akbar, Kifayat Ullah, Ashfaq Ahmad, Aamir Saeed, Hashim Ali, Yazeed Yasin Ghadi, Tahani Jaser Alahmadi, Hend Khalid Alkahtani, Ali Raza
Blockchain-Based Logging to Defeat Malicious Insiders: The Case of Remote Health Monitoring Systems. IEEE Access 12 (2024)
Shahid Akbar, Ali Raza, Quan Zou
Deepstacked-AVPs: predicting antiviral peptides using tri-segment evolutionary profile and word embedding based multi-perspective features with deep stacking model. BMC Bioinform. 25 (1) (2024)
Gul Rukh, Shahid Akbar, Gauhar Rehman, Fawaz Khaled Alarfaj, Quan Zou
StackedEnC-AOP: prediction of antioxidant proteins using transform evolutionary and sequential features based multi-scale vector with stacked ensemble learning. BMC Bioinform. 25 (1) (2024)
Shahid Akbar, Quan Zou, Ali Raza, Fawaz Khaled Alarfaj
iAFPs-Mv-BiTCN: Predicting antifungal peptides using self-attention transformer embedding and transform evolutionary based multi-view features with bidirectional temporal convolutional networks. Artif. Intell. Medicine 151 (2024)
Shahid Akbar, Hashim Ali, Ashfaq Ahmad, Mahidur R. Sarker, Aamir Saeed, Ely Salwana, Sarah Gul, Ahmad Khan, Farman Ali
Prediction of Amyloid Proteins Using Embedded Evolutionary & Ensemble Feature Selection Based Descriptors With eXtreme Gradient Boosting Model. IEEE Access 11 (2023)
Shahid Akbar, Heba G. Mohamed, Hashim Ali, Aamir Saeed, Aftab Ahmed Khan, Sarah Gul, Ashfaq Ahmad, Farman Ali, Yazeed Yasin Ghadi, Muhammad Assam
Identifying Neuropeptides via Evolutionary and Sequential Based Multi-Perspective Descriptors by Incorporation With Ensemble Classification Strategy. IEEE Access 11 (2023)
Ali Raza, Jamal Uddin, Abdullah Almuhaimeed, Shahid Akbar, Quan Zou, Ashfaq Ahmad
AIPs-SnTCN: Predicting Anti-Inflammatory Peptides Using fastText and Transformer Encoder-Based Hybrid Word Embedding with Self-Normalized Temporal Convolutional Networks. J. Chem. Inf. Model. 63 (21) (2023)
Shahid Akbar, Ali Raza, Tamara Al Shloul, Ashfaq Ahmad, Aamir Saeed, Yazeed Yasin Ghadi, Orken Mamyrbayev, Elsayed Tag-Eldin
pAtbP-EnC: Identifying Anti-Tubercular Peptides Using Multi-Feature Representation and Genetic Algorithm-Based Deep Ensemble Model. IEEE Access 11 (2023)
Shahid Akbar, Maqsood Hayat, Muhammad Tahir, Salman Khan, Fawaz Khaled Alarfaj
cACP-DeepGram: Classification of anticancer peptides via deep neural network and skip-gram-based word embedding model. Artif. Intell. Medicine 131 (2022)
Farman Ali, Shahid Akbar, Ghulam Ali, Zulfikar Ahmed Maher, Ahsanullah Unar, Dhani Bux Talpur
AFP-CMBPred: Computational identification of antifreeze proteins by extending consensus sequences into multi-blocks evolutionary information. Comput. Biol. Medicine 139 (2021)
Shahid Akbar, Ashfaq Ahmad, Maqsood Hayat, Ateeq Ur Rehman, Salman Khan, Farman Ali
iAtbP-Hyb-EnC: Prediction of antitubercular peptides via heterogeneous feature representation and genetic algorithm based ensemble learning model. Comput. Biol. Medicine 137 (2021)
Shahid Akbar, Maqsood Hayat, Muhammad Tahir, Kil To Chong
cACP-2LFS: Classification of Anticancer Peptides Using Sequential Discriminative Model of KSAAP and Two-Level Feature Selection Approach. IEEE Access 8 (2020)
Shahid Akbar, Maqsood Hayat, Muhammad Iqbal, Muhammad Tahir
iRNA-PseTNC: identification of RNA 5-methylcytosine sites using hybrid vector space of pseudo nucleotide composition. Frontiers Comput. Sci. 14 (2) (2020)
Farman Ali, Saeed Ahmed, Zar Nawab Khan Swati, Shahid Akbar
DP-BINDER: machine learning model for prediction of DNA-binding proteins by fusing evolutionary and physicochemical information. J. Comput. Aided Mol. Des. 33 (7) (2019)
Shahid Akbar, Maqsood Hayat, Muhammad Iqbal, Mian Ahmad Jan
iACP-GAEnsC: Evolutionary genetic algorithm based ensemble classification of anticancer peptides by utilizing hybrid feature space. Artif. Intell. Medicine 79 (2017)