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ORCIDKhan Muhammad 0001
- > Home > Persons > Khan Muhammad 0001
Publications
- 2026
[j239]Mingfu Xiong
, Longlong Ge, Ruimin Hu, Khan Muhammad, Sambit Bakshi, Javier Del Ser, Xiaokang Yang, Bin Sheng:
HPRNet: Human Parsing Reconstruction With Non-Local Multi-Scale Perception Network for Cloth-Changing Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 36(1): 147-160 (2026)- 2025
- [j238]Junjie Huang, Yongzhuo Zhu, Mingfu Xiong, Javier Del Ser, Aziz Alotaibi, João Paulo Papa, Khan Muhammad:
Efficient bridge damage detection using a lightweight attention-based modeling framework. Comput. Aided Civ. Infrastructure Eng. 40(27): 4758-4773 (2025) - [j230]Ana I. Torre-Bastida, Josu Díaz-de-Arcaya, Eneko Osaba, Khan Muhammad, David Camacho, Javier Del Ser:
Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions. Neural Comput. Appl. 37(28): 23097-23127 (2025) - [j226]Mohammad Nadeem, Shahab Saquib Sohail, Dag Øivind Madsen, Ahmed Ibrahim Alzahrani, Javier Del Ser, Khan Muhammad:
A Multi-Modal Assessment Framework for Comparison of Specialized Deep Learning and General-Purpose Large Language Models. IEEE Trans. Big Data 11(3): 1001-1012 (2025) - [j225]Altaf Hussain, Tanveer Hussain, Waseem Ullah, Samee Ullah Khan, Min Je Kim, Khan Muhammad, Javier Del Ser, Sung Wook Baik:
Big Data Analysis for Industrial Activity Recognition Using Attention-Inspired Sequential Temporal Convolution Network. IEEE Trans. Big Data 11(4): 1840-1851 (2025) - [j224]Mingfu Xiong, Kaikang Hu, Zhongyuan Wang, Ruimin Hu, Khan Muhammad, Javier Del Ser, Xiaokang Yang, Bin Sheng:
Adaptive Clustering and Weighted Regularization Contrastive Learning Framework for Unsupervised Person Re-Identification. IEEE Trans. Multim. 27: 6896-6907 (2025) - [c20]Shehzad Ali, Md Tanvir Islam, Ik Hyun Lee, Saeed Anwar, Javier Del Ser, Khan Muhammad:
IARD: Intruder Activity Recognition Dataset for Threat Detection. CIKM 2025: 6317-6322 - 2024
- [j219]Mingfu Xiong, Hanmei Chen, Yi Wen, Abdul Khader Jilani Saudagar, Javier Del Ser, Khan Muhammad:
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment. Cogn. Comput. 16(5): 2701-2712 (2024) - [j218]Haroon Wahab, Irfan Mehmood, Hassan Ugail, Javier Del Ser, Khan Muhammad:
Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies. Future Gener. Comput. Syst. 152: 361-371 (2024) - [j214]Mingfu Xiong, Yang Xu, Ruimin Hu, Zhongyuan Wang, Javier Del Ser, Khan Muhammad, Zixiang Xiong:
Domain generalized person reidentification based on skewness regularity of higher-order statistics. Knowl. Based Syst. 301: 112206 (2024) - [j207]Sheezan Fayaz, Shabir A. Parah, G. J. Qureshi, Jaime Lloret, Javier Del Ser, Khan Muhammad:
Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles. IEEE Trans. Veh. Technol. 73(2): 1726-1735 (2024) - 2023
- [j200]Kit Yan Chan, Bilal Abu-Salih, Raneem Qaddoura, Ala' M. Al-Zoubi, Vasile Palade, Duc-Son Pham, Javier Del Ser, Khan Muhammad:
Deep neural networks in the cloud: Review, applications, challenges and research directions. Neurocomputing 545: 126327 (2023) - [j199]Nasir Rahim, Shaker H. Ali El-Sappagh, Sajid Ali, Khan Muhammad, Javier Del Ser, Tamer Abuhmed:
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data. Inf. Fusion 92: 363-388 (2023) - [j198]Shuai Liu, Shichen Huang, Shuai Wang, Khan Muhammad, Paolo Bellavista, Javier Del Ser:
Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows. Inf. Fusion 96: 281-296 (2023) - [j197]Sajid Ali, Tamer Abuhmed, Shaker H. Ali El-Sappagh, Khan Muhammad, Jose Maria Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz Rodríguez, Francisco Herrera:
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion 99: 101805 (2023) - [j186]Samee Ullah Khan, Noman Khan, Tanveer Hussain, Khan Muhammad, Mohammad Hijji, Javier Del Ser, Sung Wook Baik:
Visual Appearance and Soft Biometrics Fusion for Person Re-Identification Using Deep Learning. IEEE J. Sel. Top. Signal Process. 17(3): 575-586 (2023) - [j185]Khan Muhammad, Javier Del Ser, Naércio Magaia, Ramon Fonseca, Tanveer Hussain, Amir H. Gandomi, Mahmoud Daneshmand, Victor Hugo C. de Albuquerque:
Communication Technologies for Edge Learning and Inference: A Novel Framework, Open Issues, and Perspectives. IEEE Netw. 37(2): 246-252 (2023) - 2022
- [j171]Khan Muhammad, Mohammad S. Obaidat, Tanveer Hussain, Javier Del Ser, Neeraj Kumar, Muhammad Tanveer, Faiyaz Doctor:
Fuzzy Logic in Surveillance Big Video Data Analysis: Comprehensive Review, Challenges, and Research Directions. ACM Comput. Surv. 54(3): 68:1-68:33 (2022) - [j170]Waseem Ullah, Amin Ullah, Tanveer Hussain, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data. Future Gener. Comput. Syst. 129: 286-297 (2022) - [j169]Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser:
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks. Future Gener. Comput. Syst. 130: 128-139 (2022) - [j168]Bing Jia, Wenling Qiao, Zhaopeng Zong, Shuai Liu, Mohammad Hijji, Javier Del Ser, Khan Muhammad:
A fingerprint-based localization algorithm based on LSTM and data expansion method for sparse samples. Future Gener. Comput. Syst. 137: 380-393 (2022) - [j164]Shuai Wang, Xinyu Liu, Shuai Liu, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Victor Hugo C. de Albuquerque:
Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities. IEEE Internet Things J. 9(10): 7128-7139 (2022) - [j156]Naércio Magaia, Pedro F. Ferreira, Paulo Rogério Pereira, Khan Muhammad, Javier Del Ser, Victor Hugo C. de Albuquerque:
Group'n Route: An Edge Learning-Based Clustering and Efficient Routing Scheme Leveraging Social Strength for the Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 23(10): 19589-19601 (2022) - [j155]Khan Muhammad, Tanveer Hussain, Hayat Ullah, Javier Del Ser, Mahdi Rezaei, Neeraj Kumar, Mohammad Hijji, Paolo Bellavista, Victor Hugo C. de Albuquerque:
Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks. IEEE Trans. Intell. Transp. Syst. 23(12): 22694-22715 (2022) - [c8]Javier Del Ser, Miren Nekane Bilbao, Ibai Laña, Khan Muhammad, David Camacho:
Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks. IJCNN 2022: 1-7 - [c7]Khan Muhammad, Tanveer Hussain, Javier Del Ser, Weiping Ding, Amir H. Gandomi, Victor Hugo C. de Albuquerque:
Efficient Video Summarization for Smart Surveillance Systems. SSCI 2022: 672-677 - 2021
- [j140]Salman Khan, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Fabio Cuzzolin, Siddhartha Bhattacharyya, Zahid Akhtar, Victor Hugo C. de Albuquerque:
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments. Expert Syst. Appl. 182: 115125 (2021) - [j136]Ijaz Ul Haq, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Muhammad Sajjad, Sung Wook Baik:
QuickLook: Movie summarization using scene-based leading characters with psychological cues fusion. Inf. Fusion 76: 24-35 (2021) - [j132]Tanveer Hussain, Khan Muhammad, Amin Ullah, Javier Del Ser, Amir H. Gandomi, Muhammad Sajjad, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments. IEEE Internet Things J. 8(12): 9634-9644 (2021) - [j108]Muhammad Sajjad, Muhammad Irfan, Khan Muhammad, Javier Del Ser, Javier J. Sánchez Medina, Sergey Andreev, Weiping Ding, Jong Weon Lee:
An Efficient and Scalable Simulation Model for Autonomous Vehicles With Economical Hardware. IEEE Trans. Intell. Transp. Syst. 22(3): 1718-1732 (2021) - [j106]Khan Muhammad, Amin Ullah, Jaime Lloret, Javier Del Ser, Victor Hugo C. de Albuquerque:
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions. IEEE Trans. Intell. Transp. Syst. 22(7): 4316-4336 (2021) - [j104]Khan Muhammad, Salman Khan, Javier Del Ser, Victor Hugo C. de Albuquerque:
Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey. IEEE Trans. Neural Networks Learn. Syst. 32(2): 507-522 (2021) - 2020
- [j100]Kelton A. P. da Costa, João P. Papa, Leandro A. Passos, Danilo Colombo, Javier Del Ser, Khan Muhammad, Victor Hugo C. de Albuquerque:
A critical literature survey and prospects on tampering and anomaly detection in image data. Appl. Soft Comput. 97(Part B): 106727 (2020) - [j94]Khan Muhammad, Salman Khan, Neeraj Kumar, Javier Del Ser, Seyedali Mirjalili:
Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges. Future Gener. Comput. Syst. 113: 266-280 (2020) - [j77]Tanveer Hussain, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Intelligent Embedded Vision for Summarization of Multiview Videos in IIoT. IEEE Trans. Ind. Informatics 16(4): 2592-2602 (2020) - [j75]Khan Muhammad, Tanveer Hussain, Javier Del Ser, Vasile Palade, Victor Hugo C. de Albuquerque:
DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios. IEEE Trans. Ind. Informatics 16(9): 5938-5947 (2020) - 2019
- [j37]Amin Ullah, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM. IEEE Trans. Ind. Electron. 66(12): 9692-9702 (2019) - [c2]Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias:
Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms. CEC 2019: 755-761
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