Explainable optimized deep learning for multi-classification of low-resolution plant leaf images using enhanced image restoration.

Farida Khursheed

Junaid Farooq War Farida Khursheed Explainable optimized deep learning for multi-classification of low-resolution plant leaf images using enhanced image restoration. 2026 111197 135 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2026.111197 db/journals/cee/cee135.html#WarK26 streams/journals/cee

Junaid Farooq War Farida Khursheed Multi-fruit leaf disease detection and severity assessment using catch fish optimized deep learning model. 129838 2026 299 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.129838 db/journals/eswa/eswa299.html#WarK26 streams/journals/eswa

Aejaz Farooq Ganai Nasir N. Hurrah Farida Khursheed Towards automatic efficient recognition of multiresolution offline handwritten Urdu text using swin transformers. 2026 March 191-208 29 Int. J. Document Anal. Recognit. 1 https://doi.org/10.1007/s10032-025-00544-8 db/journals/ijdar/ijdar29.html#GanaiHK26 streams/journals/ijdar

Huvaida Manzoor Farida Khursheed Abdul Mueed Hafiz Finger vein recognition using an ensemble of KNN classifiers based on robust image features. 779 2025 October 19 Signal Image Video Process. 10 https://doi.org/10.1007/s11760-025-04369-0 db/journals/sivp/sivp19.html#ManzoorKH25 streams/journals/sivp

M. Abdul Jawad Farida Khursheed A novel approach for color-balanced reference image selection for breast histology image normalization. 106299 2024 94 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106299 https://www.wikidata.org/entity/Q127176313 db/journals/bspc/bspc94.html#JawadK24

Beenish Habib Farida Khursheed Time-based DDoS attack detection through hybrid LSTM-CNN model architectures: An investigation of many-to-one and many-to-many approaches. 2024 36 Concurr. Comput. Pract. Exp. 9 https://doi.org/10.1002/cpe.7996 db/journals/concurrency/concurrency36.html#HabibK24

M. Abdul Jawad Farida Khursheed Shah Nawaz A. H. Mir Towards improved fundus disease detection using Swin Transformers. 78125-78159 2024 September 83 Multim. Tools Appl. 32 https://doi.org/10.1007/s11042-024-18627-9 db/journals/mta/mta83.html#JawadKNM24 streams/journals/mta

M. Abdul Jawad Farida Khursheed Histo-fusion: a novel domain specific learning to identify invasive ductal carcinoma (IDC) from histopathological images. 39371-39392 2023 October 82 Multim. Tools Appl. 25 https://doi.org/10.1007/s11042-023-15134-1 db/journals/mta/mta82.html#JawadK23

Aejaz Farooq Ganai Farida Khursheed Computationally efficient recognition of unconstrained handwritten Urdu script using BERT with vision transformers. 24161-24177 2023 December 35 Neural Comput. Appl. 34 https://doi.org/10.1007/s00521-023-08976-1 db/journals/nca/nca35.html#GanaiK23

M. Abdul Jawad Farida Khursheed Deep and dense convolutional neural network for multi category classification of magnification specific and magnification independent breast cancer histopathological images. 103935 2022 78 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2022.103935 db/journals/bspc/bspc78.html#JawadK22

Mohassin Ahmad Farida Khursheed Detection and localization of image tampering in digital images with fused features. 2022 34 Concurr. Comput. Pract. Exp. 23 https://doi.org/10.1002/cpe.7191 db/journals/concurrency/concurrency34.html#AhmadK22

Beenish Habib Farida Khursheed Performance evaluation of machine learning models for distributed denial of service attack detection using improved feature selection and hyper-parameter optimization techniques. 2022 34 Concurr. Comput. Pract. Exp. 26 https://doi.org/10.1002/cpe.7299 db/journals/concurrency/concurrency34.html#HabibK22

Aejaz Farooq Ganai Farida Khursheed A novel holistic unconstrained handwritten urdu recognition system using convolutional neural networks. 351-371 2022 25 Int. J. Document Anal. Recognit. 4 https://doi.org/10.1007/s10032-022-00414-7 db/journals/ijdar/ijdar25.html#GanaiK22

Mohassin Ahmad Farida Khursheed A comparative analysis of copy-move forgery detection algorithms. 547-564 2022 14 Int. J. Electron. Secur. Digit. Forensics 6 https://doi.org/10.1504/IJESDF.2022.10043405 https://www.wikidata.org/entity/Q114964761 db/journals/ijesdf/ijesdf14.html#AhmadK22

R. Sreekumar Farida Khursheed Identifying cancer sub-types from genomic scale data sets using confidence based integration (CBI). 103997 2022 126 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2022.103997 db/journals/jbi/jbi126.html#SreekumarK22

Mohassin Ahmad Farida Khursheed A novel image tamper detection approach by blending forensic tools and optimized CNN: Sealion customized firefly algorithm. 2577-2601 2022 81 Multim. Tools Appl. 2 https://doi.org/10.1007/s11042-021-11529-0 db/journals/mta/mta81.html#AhmadK22

Mohassin Ahmad Aejaz Farooq Ganai Beenish Habib Abdul Mueed Hafiz Nasir N. Hurrah M. Abdul Jawad Huvaida Manzoor A. H. Mir Shah Nawaz R. Sreekumar Junaid Farooq War