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 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
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.
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
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.
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.
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
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
ENHANCING HAJJ AND UMRAH SERVICES THROUGH PREDICTIVE SOCIAL MEDIA CLASSIFICATION ArticleChelloug Samia Allaoua, Muthanna Mohammed Saleh Ali, Jamil Faisal, Al-Gaashani Mehdhar S.A.M., Alhelaly Soha, Aziz Ahmed, Muthanna AmmarIEEE Access. Том 13. 2025. С. 67220-67238
TRUNCATED MOBILENETV2 SPARSE VISION GRAPH ATTENTION MODEL FOR EXPLAINABLE MONKEYPOX DISEASE CLASSIFICATION ArticleAl-Gaashani Mehdhar S.A.M., Ba Mahel Abduljabbar S., Muthanna AmmarKnowledge-Based Systems. Том 330. 2025.
ACCURATE V2X TRAFFIC PREDICTION WITH DEEP LEARNING ARCHITECTURES ArticleAbdellah Ali R., Abdelmoaty Ahmed, Ateya Abdelhamied A., Abd-El-Latif Ahmed A., Muthanna Ammar, Koucheryavy Andrey E.Frontiers in Artificial Intelligence. Том 8. 2025.
DEPENDENCY-AWARE TASK OFFLOADING FOR SATELLITE MOBILE-EDGE COMPUTING: A DEEP REINFORCEMENT LEARNING SCHEME ArticleLin Na, Zhang Wenjia, Hawbani Ammar, Sun Yunhe, Wu Tianxiong, Muthanna Ammar, Alsamhi Saeed Hamood, Zhao LiangIEEE Internet of Things Journal. Том 12. 2025. С. 43440-43455
DEEP LEARNING FOR AUTONOMOUS VEHICLE TRAFFIC PREDICTIONS IN A MULTI-CLOUD VEHICULAR NETWORK ENVIRONMENT ArticleAbdellah Ali R., Abdelmoaty Ahmed, Alsweity Malik, Muthanna Ammar, Koucheryavy Andrey E.Lecture Notes in Computer Science (см. в книгах). Том 15460 LNCS. 2025. С. 3-15
OPTIMIZING DEEP LEARNING FOR WEBSHELL DETECTION BASED ON FLEXIBLE DATASET REDUCTION ArticleMedileh Saci, Hammoudeh Mohammad Ali A., Bounceur Ahcène, Brahim Ferik, Abdelkader Laouid Azzeddine, Mostefa Kara, Muthanna AmmarEgyptian Informatics Journal. Том 31. 2025.
A MULTI-SCALE DEEP LEARNING FRAMEWORK COMBINING MOBILEVIT-ECA AND LSTM FOR ACCURATE ECG ANALYSIS ArticleBa Mahel Abduljabbar S., Al-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Muthanna Mohammed Saleh Ali, Muthanna Ammar, Aziz AhmedIEEE Access. Том 13. 2025. С. 85473-85492
ATPSO: ADAPTIVE TASK PRIORITY SCHEDULING AND OFFLOADING OPTIMIZATION SCHEME FOR VEHICLES IN HARSH ENVIRONMENTS ArticleLi Xiguang, Zhao Yuchen, Sun Yunhe, Muthanna Ammar, Hawbani Ammar, Zhao LiangAd Hoc Networks. Том 175. 2025.
THE DECENTRALIZED SERVICE BASED ON SPATIAL CLUSTERING ArticleQahtan Alsarhan Mohammed, Khakimov Abdukodir A., Muthanna Ammar, Ibrahim MahaACM Int. Conf. Proc. Ser.. 2025. С. 952-960
A HYBRID LARGE LANGUAGE MODEL FOR CONTEXT-AWARE DOCUMENT RANKING IN TELECOMMUNICATION DATA ArticleBindle Abhay, Singla Preeti, Sharma Sachin, Khakimov Abdukodir A., Alkanhel Reem Ibrahim, Muthanna AmmarIEEE Access. Том 13. 2025. С. 120345-120359
IMPROVING KIDNEY SEGMENTATION IN PATHOLOGICAL IMAGES: A MULTISCALE APPROACH TO RESOLVE FRAGMENTATION AND INCOMPLETE BOUNDARIES ArticleSima Muhammad Wajeeh Us, Wang Chengliang, Arshad Muhammad Nouman, Shaikh Jamshed Ali, Alkanhel Reem Ibrahim, Hassan Dina S.M., Muthanna AmmarJournal of King Saud University - Computer and Information Sciences. Том 37. 2025.
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
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
GENERATIVE AI-DRIVEN REINFORCEMENT LEARNING FOR BEAMFORMING AND SCHEDULING IN MULTI-CELL MIMO-NOMA SYSTEMS ArticleAdam Abuzar Babikir Mohammad, Diallo Elhadj Moustapha, Muthanna Mohammed Saleh Ali, Alkanhel Reem Ibrahim, Muthanna Ammar, Hammoudeh Mohammad Ali A.Physical Communication. Том 72. 2025.
A FRAMEWORK INTEGRATING FEDERATED LEARNING AND FOG COMPUTING BASED ON CLIENT SAMPLING AND DYNAMIC THRESHOLDING TECHNIQUES ArticleVan Thang Dang, Volkov Artem A., Muthanna Ammar, Elgendy Ibrahim A., Alkanhel Reem Ibrahim, Jayakody Dushantha Nalin K., Koucheryavy Andrey E.IEEE Access. Том 13. 2025. С. 95019-95033
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
DUAL WAVELENGTH SIGNAL GENERATION WITH FOUR WAVE MIXING BASED ON DIRECTLY MODULATED LASER ArticleMajeed M.H., Ahmed Riyadh Khlf, Al-Nassar Suha I., Mahmood Omar Abdulkareem, Muthanna Mohammed Saleh Ali, Muthanna AmmarOptical Fiber Technology. Том 88. 2024.
MGFEEN: A MULTI-GRANULARITY FEATURE ENCODING ENSEMBLE NETWORK FOR REMOTE SENSING IMAGE CLASSIFICATION ArticleJean Bosco Musabe, Jean Pierre Rutarindwa, Muthanna M.S., Jean Pierre Kwizera, Muthanna Ammar, Abd El-Latif A.A.Neural Computing & Applications. Том 36. 2024. С. 6547-6558
EAMULTIRES-DSPP: AN EFFICIENT ATTENTION-BASED MULTI-RESIDUAL NETWORK WITH DILATED SPATIAL PYRAMID POOLING FOR IDENTIFYING PLANT DISEASE ArticleAl-Gaashani Mehdhar S.A.M., Muthanna Ammar, Chelloug Samia Allaoua, Kumar Neerai SathishNeural Computing & Applications. Том 36. 2024. С. 16141-16161
DIGITAL TWIN-DRIVEN ARCHITECTURE FOR AIOT-BASED ENERGY SERVICE PROVISION AND OPTIMAL ENERGY TRADING BETWEEN SMART NANOGRIDS ArticleJamil Harun, Jian Yang, Jamil Faisal, Hijjawi Mohammad, Muthanna AmmarEnergy and Buildings. Том 319. 2024. 114463 с.
OPTIMIZED DATA TRANSMISSION AND SIGNAL PROCESSING FOR TELEPRESENCE SUITS IN MULTIVERSE INTERACTIONS ArticleVolkov Artem A., Muthanna Ammar, Paramonov Alexander I., Koucheryavy Andrey E., Elgendy Ibrahim A.Journal of Sensor and Actuator Networks. Том 13. 2024.
ENABLING M2M COMMUNICATION THROUGH MEC AND SDN ArticleMuthanna Ammar, Khakimov Abdukodir, Ateya A.A., Paramonov Alexander, Koucheryavy AndreyCommunications in Computer and Information Science. Том 919. 2018. С. 95-105
IOT-FOG BASED SYSTEM STRUCTURE WITH SDN ENABLED ArticleKhakimov Abdukodir, Ateya A.A., Muthanna Ammar, Gudkova Irina, Markova Ekaterina, Koucheryavy AndreyThe 2nd International Conference on Future Networks & Distributed Systems (ICFNDS). 2018.
SDN MULTI-CONTROLLER NETWORKS WITH LOAD BALANCED ArticleMuthanna Ammar, Ateya A.A., Makolkina Maria, Vybornova Anastasia, Markova Ekaterina, Gogol Alexander, Koucheryavy AndreyThe 2nd International Conference on Future Networks & Distributed Systems (ICFNDS). 2018.
D2D ENABLED COMMUNICATION SYSTEM STRUCTURE BASED ON SOFTWARE DEFINED NETWORKING FOR 5G NETWORK ArticleMuthanna Ammar, Ateya A.A., Balushi M.A., Kirichek RuslanInternational Symposium on Consumer Technologies (ISCT). 2018. С. 41-44
DEVELOPMENT OF INTELLIGENT CORE NETWORK FOR TACTILE INTERNET AND FUTURE SMART SYSTEMS ArticleAteya Abdelhamied, Muthanna Ammar, Gudkova Irina, Abuarqoub Abdelrahman, Vybornova Anastasia, Koucheryavy AndreyJournal of Sensor and Actuator Networks. Том 7. 2018. 1 с.
KEY SOLUTIONS FOR LIGHT LIMITATIONS ArticleAteya A.A., Vybornova Anastasia, Muthanna Ammar, Markova Ekaterina, Gudkova Irina, Gogol Alexander, Koucheryavy AndreyThe 2nd International Conference on Future Networks & Distributed Systems (ICFNDS). 2018.
A NOVEL SLICE-ORIENTED NETWORK MODEL ArticleMuhizi Samuel, Ateya A.A., Muthanna Ammar, Kirichek Ruslan, Koucheryavy AndreyCommunications in Computer and Information Science. Том 919. 2018. С. 421-431