| iACP-GAEnsC: Evolutionary genetic algorithm based ensemble classification of anticancer peptides by utilizing hybrid feature space S Akbar, M Hayat, M Iqbal, MA Jan Artificial intelligence in medicine 79, 62-70, 2017 | 152 | 2017 |
| iMethyl-STTNC: Identification of N6-methyladenosine sites by extending the idea of SAAC into Chou's PseAAC to formulate RNA sequences S Akbar, M Hayat Journal of theoretical biology 455, 205-211, 2018 | 139 | 2018 |
| cACP-DeepGram: classification of anticancer peptides via deep neural network and skip-gram-based word embedding model S Akbar, M Hayat, M Tahir, S Khan, FK Alarfaj Artificial intelligence in medicine 131, 102349, 2022 | 97 | 2022 |
| iHBP-DeepPSSM: Identifying hormone binding proteins using PsePSSM based evolutionary features and deep learning approach S Akbar, S Khan, F Ali, M Hayat, M Qasim, S Gul Chemometrics and Intelligent Laboratory Systems 204, 104103, 2020 | 93 | 2020 |
| Deep-AntiFP: Prediction of antifungal peptides using distanct multi-informative features incorporating with deep neural networks A Ahmad, S Akbar, S Khan, M Hayat, F Ali, A Ahmed, M Tahir Chemometrics and Intelligent Laboratory Systems 208, 104214, 2021 | 89 | 2021 |
| DP-BINDER: machine learning model for prediction of DNA-binding proteins by fusing evolutionary and physicochemical information F Ali, S Ahmed, ZNK Swati, S Akbar Journal of Computer-Aided Molecular Design 33, 645-658, 2019 | 86 | 2019 |
| iAtbP-Hyb-EnC: Prediction of antitubercular peptides via heterogeneous feature representation and genetic algorithm based ensemble learning model S Akbar, A Ahmad, M Hayat, AU Rehman, S Khan, F Ali Computers in Biology and Medicine 137, 104778, 2021 | 81 | 2021 |
| iAFPs-EnC-GA: identifying antifungal peptides using sequential and evolutionary descriptors based multi-information fusion and ensemble learning approach A Ahmad, S Akbar, M Tahir, M Hayat, F Ali Chemometrics and Intelligent Laboratory Systems 222, 104516, 2022 | 74 | 2022 |
| AFP-CMBPred: Computational identification of antifreeze proteins by extending consensus sequences into multi-blocks evolutionary information F Ali, S Akbar, A Ghulam, ZA Maher, A Unar, DB Talpur Computers in Biology and Medicine 139, 105006, 2021 | 72 | 2021 |
| AIPs-SnTCN: Predicting anti-inflammatory peptides using fastText and transformer encoder-based hybrid word embedding with self-normalized temporal convolutional networks A Raza, J Uddin, A Almuhaimeed, S Akbar, Q Zou, A Ahmad Journal of chemical information and modeling 63 (21), 6537-6554, 2023 | 71 | 2023 |
| cACP: Classifying anticancer peptides using discriminative intelligent model via Chou’s 5-step rules and general pseudo components S Akbar, AU Rahman, M Hayat, M Sohail Chemometrics and Intelligent Laboratory Systems 196, 103912, 2020 | 66 | 2020 |
| Deepstacked-AVPs: predicting antiviral peptides using tri-segment evolutionary profile and word embedding based multi-perspective features with deep stacking model S Akbar, A Raza, Q Zou BMC bioinformatics 25 (1), 102, 2024 | 53 | 2024 |
| PAtbP-EnC: Identifying anti-tubercular peptides using multi-feature representation and genetic algorithm-based deep ensemble model S Akbar, A Raza, T Al Shloul, A Ahmad, A Saeed, YY Ghadi, ... IEEE Access 11, 137099-137114, 2023 | 53 | 2023 |
| cACP-2LFS: classification of anticancer peptides using sequential discriminative model of KSAAP and two-level feature selection approach S Akbar, M Hayat, M Tahir, KT Chong Ieee Access 8, 131939-131948, 2020 | 52 | 2020 |
| iAFPs-Mv-BiTCN: Predicting antifungal peptides using self-attention transformer embedding and transform evolutionary based multi-view features with bidirectional temporal … S Akbar, Q Zou, A Raza, FK Alarfaj Artificial Intelligence in Medicine 151, 102860, 2024 | 49 | 2024 |
| Identification of antioxidant proteins using a discriminative intelligent model of k-space amino acid pairs based descriptors incorporating with ensemble feature selection A Ahmad, S Akbar, M Hayat, F Ali, S Khan, M Sohail Biocybernetics and Biomedical Engineering 42 (2), 727-735, 2022 | 44 | 2022 |
| DeepAVP-TPPred: identification of antiviral peptides using transformed image-based localized descriptors and binary tree growth algorithm M Ullah, S Akbar, A Raza, Q Zou Bioinformatics 40 (5), btae305, 2024 | 39 | 2024 |
| Prediction of antiviral peptides using transform evolutionary & SHAP analysis based descriptors by incorporation with ensemble learning strategy S Akbar, F Ali, M Hayat, A Ahmad, S Khan, S Gul Chemometrics and Intelligent Laboratory Systems 230, 104682, 2022 | 38 | 2022 |
| Identification of fingerprint using discrete wavelet transform in conjunction with support vector machine S Akbar, A Ahmad, M Hayat IJCSI 11, 1694-0814, 2014 | 37 | 2014 |
| iRNA-PseTNC: identification of RNA 5-methylcytosine sites using hybrid vector space of pseudo nucleotide composition S Akbar, M Hayat, M Iqbal, M Tahir Frontiers of Computer Science 14, 451-460, 2020 | 33 | 2020 |
Dr. Maqsood Hayat Tenured ProfessorComputer Science, Abdul Wali Khan University MardanПідтверджена електронна адреса в awkum.edu.pk