A NOVEL COLLABORATIVE REINFORCEMENT LEARNING METHOD FOR HUMAN-TO-AVATAR INTERACTIONS ArticleYasir Hussein, Al-Kerea Zahraa, Qahtan Alsarhan Mohammed, Gorbacheva Lyubov S., Muthanna AmmarLecture Notes in Computer Science (см. в книгах). Том 15554 LNCS. 2026. С. 67-78
DEEP LEARNING-POWERED TRAFFIC PREDICTION FOR AUTONOMOUS VEHICLES USING INTEGRATED FOG AND MULTI-CLOUD SERVICES ArticleAbdellah Ali R., Abd-El-Hakeem Mohamed Mohamed Abd El Hakeem, Hassan Hassan A., Alsweity Malik, Muthanna Ammar, Koucheryavy Andrey E.Lecture Notes in Computer Science (см. в книгах). Том 15554 LNCS. 2026. С. 198-210
ENHANCING MIGRATION AND DECENTRALIZATION STRATEGIES IN NODES CLUSTERING ArticleQahtan Alsarhan Mohammed, Khakimov Abdukodir A., Muthanna AmmarLecture Notes in Computer Science (см. в книгах). Том 15554 LNCS. 2026. С. 1-10
A NOVEL MULTI-SCALE CONTEXT AGGREGATION AND FEATURE POOLING NETWORK FOR MPOX CLASSIFICATION ArticleAl-Gaashani Mehdhar S.A.M., Mahel Abduljabbar S.Ba, Khayyat Mashael M., Muthanna AmmarBiomedical Signal Processing and Control. Том 111. 2026.
QOS OPTIMIZATION STRATEGY BASED ON D-GNN FOR LEO SATELLITE-ASSISTED AVIATION NETWORKS ArticleSun Yunhe, Yang Yuhe, Hawbani Ammar, Zhao Liang, Yang Dongsheng, Muthanna Ammar, Ghoul RafiaComputer Networks. Том 273. 2025.
TRACER: TRANSFER KNOWLEDGE-BASED COLLABORATIVE VEHICLE TRAJECTORY PREDICTION FOR HIGHWAY TRAFFIC TOWARD CROSS-REGION ADAPTIVITY ArticleQian Hui, Shi Xin, Hawbani Ammar, Bi Yuanguo, Liu Zhi, Muthanna Ammar, Zhao LiangIEEE Transactions on Intelligent Transportation Systems. Том 26. 2025. С. 10747-10763
ENHANCING HIERARCHICAL TASK NETWORK PLANNING THROUGH ANT COLONY OPTIMIZATION IN REFINEMENT PROCESS ArticleElkawkagy Mohamed, Elgendy Ibrahim A., Muthanna Ammar, Alkanhel Reem Ibrahim, Elbeh HebaComputers, Materials and Continua. Том 84. 2025. С. 393-415
ENERGY-EFFICIENT FRAMEWORK FOR TASK CACHING AND COMPUTATION OFFLOADING IN MULTI-TIER VEHICULAR EDGE-CLOUD SYSTEMS ArticleElgendy Ibrahim A., Khakimov Abdukodir A., Muthanna AmmarLecture Notes in Computer Science (см. в книгах). Том 15460 LNCS. 2025. С. 42-53
KEY ENABLING TECHNOLOGIES FOR 6G: THE ROLE OF UAVS, TERAHERTZ COMMUNICATION, AND INTELLIGENT RECONFIGURABLE SURFACES IN SHAPING THE FUTURE OF WIRELESS NETWORKS ArticleOthman Wagdy M., Ateya Abdelhamied A., Nasr Mohamed El Said, Muthanna Ammar, El-Affendi Mohammed Ahmed, Koucheryavy Andrey E., Hamdi Azhar A.Journal of Sensor and Actuator Networks. Том 14. 2025.
MSCPNET: A MULTI-SCALE CONVOLUTIONAL POOLING NETWORK FOR MAIZE DISEASE CLASSIFICATION ArticleAl-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Ali Muthana Salem, Muthanna Mohammed Saleh Ali, Aziz Ahmed, Muthanna AmmarIEEE Access. Том 13. 2025. С. 11423-11446
OPTIMIZING MONKEYPOX LESIONS DETECTION WITH A LIGHTWEIGHT HYBRID MODEL ArticleAl-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Ba Mahel Abduljabbar S., Aziz Ahmed, Khayyat Mashael M., Muthanna AmmarIEEE Access. Том 13. 2025. С. 103709-103732
PRIVACY-PRESERVING FEDERATED UAV DATA COLLECTION FRAMEWORK FOR AUTONOMOUS PATH OPTIMIZATION IN MARITIME OPERATIONS ArticleWei Min, Muthanna Mohammed Saleh Ali, Ibrahim Maha, Alkanhel Reem Ibrahim, Muthanna Ammar, Abdelkader Laouid AzzeddineApplied Soft Computing. Том 173. 2025.
STGEN: SPATIO-TEMPORAL GENERALIZED AGGREGATION NETWORKS FOR TRAFFIC ACCIDENT PREDICTION ArticleLi Xiguang, Zhu Yuhan, Sun Yunhe, Guan Yunchong, Hawbani Ammar, Muthanna Ammar, Zhao LiangJournal of Supercomputing. Том 81. 2025.
ENERGY-EFFICIENT TASK OFFLOADING IN MULTI-SERVER MOBILE EDGE COMPUTING NETWORKS: A DEEP REINFORCEMENT LEARNING APPROACH ArticleZhao Lihui, Zhang Ji, Bah Mohamed Jaward, Li Zhao, Ying Josh Jia Ching, Muthanna Ammar, Elgendy Ibrahim A.Arabian Journal for Science and Engineering. Том 50. 2025. С. 16221-16242
URLLC SERVICE IN UAV RATE-SPLITTING MULTIPLE ACCESS: ADAPTING DEEP LEARNING TECHNIQUES FOR WIRELESS NETWORK ArticleAlkanhel Reem Ibrahim, Adam Abuzar Babikir Mohammad, Chelloug Samia Allaoua, Hassan Dina S.M., Muthanna Mohammed Saleh Ali, Muthanna AmmarComputers, Materials and Continua. Том 84. 2025. С. 607-624