Brain tumor classification for MR images using transfer learning and fine-tuning ZNK Swati, Q Zhao, M Kabir, F Ali, Z Ali, S Ahmed, J Lu Computerized Medical Imaging and Graphics 75, 34-46, 2019 | 683 | 2019 |
Content-based brain tumor retrieval for MR images using transfer learning ZNK Swati, Q Zhao, M Kabir, F Ali, Z Ali, S Ahmed, J Lu IEEE Access 7, 17809-17822, 2019 | 206 | 2019 |
Classification of membrane protein types using Voting Feature Interval in combination with Chou׳ s Pseudo Amino Acid Composition F Ali, M Hayat Journal of theoretical biology 384, 78-83, 2015 | 161 | 2015 |
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 | 86 | 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 | 80 | 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 | 74 | 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 | 73 | 2021 |
iRSpot-SPI: Deep learning-based recombination spots prediction by incorporating secondary sequence information coupled with physio-chemical properties via Chou's 5-step rule … ZU Khan, F Ali, IA Khan, Y Hussain, D Pi Chemometrics and Intelligent Laboratory Systems 189, 169-180, 2019 | 72 | 2019 |
A privacy-conserving framework based intrusion detection method for detecting and recognizing malicious behaviours in cyber-physical power networks IA Khan, D Pi, N Khan, ZU Khan, Y Hussain, A Nawaz, F Ali Applied Intelligence, 1-16, 2021 | 70 | 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 | 66 | 2022 |
DBPPred-PDSD: Machine learning approach for prediction of DNA-binding proteins using Discrete Wavelet Transform and optimized integrated features space F Ali, M Kabir, M Arif, ZNK Swati, ZU Khan, M Ullah, DJ Yu Chemometrics and Intelligent Laboratory Systems 182, 21-30, 2018 | 63 | 2018 |
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 | 59 | 2021 |
TargetCPP: accurate prediction of cell-penetrating peptides from optimized multi-scale features using gradient boost decision tree M Arif, S Ahmad, F Ali, G Fang, M Li, DJ Yu Journal of computer-aided molecular design 34, 841-856, 2020 | 59 | 2020 |
ACP-2DCNN: Deep learning-based model for improving prediction of anticancer peptides using two-dimensional convolutional neural network A Ghulam, F Ali, R Sikander, A Ahmad, A Ahmed, S Patil Chemometrics and Intelligent Laboratory Systems 226, 104589, 2022 | 50 | 2022 |
Pred-BVP-Unb: Fast prediction of bacteriophage Virion proteins using un-biased multi-perspective properties with recursive feature elimination M Arif, F Ali, S Ahmad, M Kabir, Z Ali, M Hayat Genomics 112 (2), 1565-1574, 2020 | 50 | 2020 |
XGB-DrugPred: computational prediction of druggable proteins using eXtreme gradient boosting and optimized features set R Sikander, A Ghulam, F Ali Scientific reports 12 (1), 5505, 2022 | 49 | 2022 |
Machine learning approaches for discrimination of Extracellular Matrix proteins using hybrid feature space F Ali, M Hayat Journal of theoretical biology 403, 30-37, 2016 | 48 | 2016 |
SDBP-Pred: Prediction of single-stranded and double-stranded DNA-binding proteins by extending consensus sequence and K-segmentation strategies into PSSM F Ali, M Arif, ZU Khan, M Kabir, S Ahmed, DJ Yu Analytical biochemistry 589, 113494, 2020 | 40 | 2020 |
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 | 38 | 2022 |
piEnPred: a bi-layered discriminative model for enhancers and their subtypes via novel cascade multi-level subset feature selection algorithm ZU Khan, D Pi, S Yao, A Nawaz, F Ali, S Ali Frontiers of Computer Science 15, 1-11, 2021 | 37 | 2021 |