Muthanna Ammar S.A. - Список публикаций

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CACHE-ASSISTED TASK OFFLOADING IN VEHICULAR EDGE COMPUTING: A SPATIO-TEMPORAL DEEP REINFORCEMENT LEARNING APPROACH

Article

Li Xiguang, Li Junlong, Sun Yunhe, Muthanna Ammar S.A., Hawbani Ammar, Zhao Liang

Computer Communications. Том 246. 2026.

A NOVEL MULTI-SCALE CONTEXT AGGREGATION AND FEATURE POOLING NETWORK FOR MPOX CLASSIFICATION

Article

Al-Gaashani Mehdhar S.A.M., Mahel Abduljabbar S.Ba, Khayyat Mashael M., Muthanna Ammar S.A.

Biomedical Signal Processing and Control. Том 111. 2026.

A NOVEL COLLABORATIVE REINFORCEMENT LEARNING METHOD FOR HUMAN-TO-AVATAR INTERACTIONS

Article

Yasir Hussein, Al-Kerea Zahraa, Qahtan Alsarhan Mohammed, Gorbacheva Lyubov S., Muthanna Ammar S.A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Том 15554 LNCS. 2026. С. 67-78

ENHANCING MIGRATION AND DECENTRALIZATION STRATEGIES IN NODES CLUSTERING

Article

Qahtan Alsarhan Mohammed, Khakimov Abdukodir A., Muthanna Ammar S.A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Том 15554 LNCS. 2026. С. 1-10

DEEP LEARNING-POWERED TRAFFIC PREDICTION FOR AUTONOMOUS VEHICLES USING INTEGRATED FOG AND MULTI-CLOUD SERVICES

Article

Abdellah Ali R., Abd-El-Hakeem Mohamed Mohamed Abd El Hakeem, Hassan Hassan A., Alsweity Malik, Muthanna Ammar S.A., Koucheryavy Andrey E.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Том 15554 LNCS. 2026. С. 198-210

A MULTI-SCALE DEEP LEARNING FRAMEWORK COMBINING MOBILEVIT-ECA AND LSTM FOR ACCURATE ECG ANALYSIS

Article

Ba Mahel Abduljabbar S., Al-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Muthanna Mohammed Saleh Ali, Muthanna Ammar S.A., Aziz Ahmed

IEEE Access. Том 13. 2025. С. 85473-85492

ENERGY-EFFICIENT TASK OFFLOADING IN MULTI-SERVER MOBILE EDGE COMPUTING NETWORKS: A DEEP REINFORCEMENT LEARNING APPROACH

Article

Zhao Lihui, Zhang Ji, Bah Mohamed Jaward, Li Zhao, Ying Josh Jia Ching, Muthanna Ammar S.A., Elgendy Ibrahim A.

Arabian Journal for Science and Engineering. Том 50. 2025. С. 16221-16242

ACCURATE V2X TRAFFIC PREDICTION WITH DEEP LEARNING ARCHITECTURES

Article

Abdellah Ali R., Abdelmoaty Ahmed, Ateya Abdelhamied A., Abd-El-Latif Ahmed A., Muthanna Ammar S.A., Koucheryavy Andrey E.

Frontiers in Artificial Intelligence. Том 8. 2025.

KEY ENABLING TECHNOLOGIES FOR 6G: THE ROLE OF UAVS, TERAHERTZ COMMUNICATION, AND INTELLIGENT RECONFIGURABLE SURFACES IN SHAPING THE FUTURE OF WIRELESS NETWORKS

Article

Othman Wagdy M., Ateya Abdelhamied A., Nasr Mohamed El Said, Muthanna Ammar S.A., El-Affendi Mohammed Ahmed, Koucheryavy Andrey E., Hamdi Azhar A.

Journal of Sensor and Actuator Networks. Том 14. 2025.

URLLC SERVICE IN UAV RATE-SPLITTING MULTIPLE ACCESS: ADAPTING DEEP LEARNING TECHNIQUES FOR WIRELESS NETWORK

Article

Alkanhel Reem Ibrahim, Adam Abuzar Babikir Mohammad, Chelloug Samia Allaoua, Hassan Dina S.M., Muthanna Mohammed Saleh Ali, Muthanna Ammar S.A.

Computers, Materials and Continua. Том 84. 2025. С. 607-624

A FRAMEWORK INTEGRATING FEDERATED LEARNING AND FOG COMPUTING BASED ON CLIENT SAMPLING AND DYNAMIC THRESHOLDING TECHNIQUES

Article

Van Thang Dang, Volkov Artem A., Muthanna Ammar S.A., Elgendy Ibrahim A., Alkanhel Reem Ibrahim, Jayakody Dushantha Nalin K., Koucheryavy Andrey E.

IEEE Access. Том 13. 2025. С. 95019-95033

A HYBRID LARGE LANGUAGE MODEL FOR CONTEXT-AWARE DOCUMENT RANKING IN TELECOMMUNICATION DATA

Article

Bindle Abhay, Singla Preeti, Sharma Sachin, Khakimov Abdukodir A., Alkanhel Reem Ibrahim, Muthanna Ammar S.A.

IEEE Access. Том 13. 2025. С. 120345-120359

TRACER: TRANSFER KNOWLEDGE-BASED COLLABORATIVE VEHICLE TRAJECTORY PREDICTION FOR HIGHWAY TRAFFIC TOWARD CROSS-REGION ADAPTIVITY

Article

Qian Hui, Shi Xin, Hawbani Ammar, Bi Yuanguo, Liu Zhi, Muthanna Ammar S.A., Zhao Liang

IEEE Transactions on Intelligent Transportation Systems. Том 26. 2025. С. 10747-10763

URLLC SERVICE IN UAV RATE-SPLITTING MULTIPLE ACCESS: ADAPTING DEEP LEARNING TECHNIQUES FOR WIRELESS NETWORK

Article

Alkanhel Reem Ibrahim, Adam Abuzar Babikir Mohammad, Chelloug Samia Allaoua, Hassan Dina S.M., Muthanna Mohammed Saleh Ali, Muthanna Ammar S.A.

Computers, Materials and Continua. Том 84. 2025. С. 607-624

DEPENDENCY-AWARE TASK OFFLOADING FOR SATELLITE MOBILE-EDGE COMPUTING: A DEEP REINFORCEMENT LEARNING SCHEME

Article

Lin Na, Zhang Wenjia, Hawbani Ammar, Sun Yunhe, Wu Tianxiong, Muthanna Ammar S.A., Alsamhi Saeed Hamood, Zhao Liang

IEEE Internet of Things Journal. Том 12. 2025. С. 43440-43455

OPTIMIZING MONKEYPOX LESIONS DETECTION WITH A LIGHTWEIGHT HYBRID MODEL

Article

Al-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Ba Mahel Abduljabbar S., Aziz Ahmed, Khayyat Mashael M., Muthanna Ammar S.A.

IEEE Access. Том 13. 2025. С. 103709-103732

THE DECENTRALIZED SERVICE BASED ON SPATIAL CLUSTERING

Article

Qahtan Alsarhan Mohammed, Khakimov Abdukodir A., Muthanna Ammar S.A., Ibrahim Maha

ACM Int. Conf. Proc. Ser.. 2025. С. 952-960

ENERGY-EFFICIENT TASK OFFLOADING IN MULTI-SERVER MOBILE EDGE COMPUTING NETWORKS: A DEEP REINFORCEMENT LEARNING APPROACH

Article

Zhao Lihui, Zhang Ji, Bah Mohamed Jaward, Li Zhao, Ying Josh Jia Ching, Muthanna Ammar S.A., Elgendy Ibrahim A.

Arabian Journal for Science and Engineering. Том 50. 2025. С. 16221-16242

ACCURATE V2X TRAFFIC PREDICTION WITH DEEP LEARNING ARCHITECTURES

Article

Abdellah Ali R., Abdelmoaty Ahmed, Ateya Abdelhamied A., Abd-El-Latif Ahmed A., Muthanna Ammar S.A., Koucheryavy Andrey E.

Frontiers in Artificial Intelligence. Том 8. 2025.

ENHANCING HAJJ AND UMRAH SERVICES THROUGH PREDICTIVE SOCIAL MEDIA CLASSIFICATION

Article

Chelloug Samia Allaoua, Muthanna Mohammed Saleh Ali, Jamil Faisal, Al-Gaashani Mehdhar S.A.M., Alhelaly Soha, Aziz Ahmed, Muthanna Ammar S.A.

IEEE Access. Том 13. 2025. С. 67220-67238

OPTIMIZING DEEP LEARNING FOR WEBSHELL DETECTION BASED ON FLEXIBLE DATASET REDUCTION

Article

Medileh Saci, Hammoudeh Mohammad Ali A., Bounceur Ahcène, Brahim Ferik, Abdelkader Laouid, Mostefa Kara, Muthanna Ammar S.A.

Egyptian Informatics Journal. Том 31. 2025.

ENHANCING HAJJ AND UMRAH SERVICES THROUGH PREDICTIVE SOCIAL MEDIA CLASSIFICATION

Article

Chelloug Samia Allaoua, Muthanna Mohammed Saleh Ali, Jamil Faisal, Al-Gaashani Mehdhar S.A.M., Alhelaly Soha, Aziz Ahmed, Muthanna Ammar S.A.

IEEE Access. Том 13. 2025. С. 67220-67238

STGEN: SPATIO-TEMPORAL GENERALIZED AGGREGATION NETWORKS FOR TRAFFIC ACCIDENT PREDICTION

Article

Li Xiguang, Zhu Yuhan, Sun Yunhe, Guan Yunchong, Hawbani Ammar, Muthanna Ammar S.A., Zhao Liang

Journal of Supercomputing. Том 81. 2025.

ATPSO: ADAPTIVE TASK PRIORITY SCHEDULING AND OFFLOADING OPTIMIZATION SCHEME FOR VEHICLES IN HARSH ENVIRONMENTS

Article

Li Xiguang, Zhao Yuchen, Sun Yunhe, Muthanna Ammar S.A., Hawbani Ammar, Zhao Liang

Ad Hoc Networks. Том 175. 2025.

KEY ENABLING TECHNOLOGIES FOR 6G: THE ROLE OF UAVS, TERAHERTZ COMMUNICATION, AND INTELLIGENT RECONFIGURABLE SURFACES IN SHAPING THE FUTURE OF WIRELESS NETWORKS

Article

Othman Wagdy M., Ateya Abdelhamied A., Nasr Mohamed El Said, Muthanna Ammar S.A., El-Affendi Mohammed Ahmed, Koucheryavy Andrey E., Hamdi Azhar A.

Journal of Sensor and Actuator Networks. Том 14. 2025.

ENERGY-EFFICIENT TASK OFFLOADING IN MULTI-SERVER MOBILE EDGE COMPUTING NETWORKS: A DEEP REINFORCEMENT LEARNING APPROACH

Article

Zhao Lihui, Zhang Ji, Bah Mohamed Jaward, Li Zhao, Ying Josh Jia Ching, Muthanna Ammar S.A., Elgendy Ibrahim A.

Arabian Journal for Science and Engineering. Том 50. 2025. С. 16221-16242

STGEN: SPATIO-TEMPORAL GENERALIZED AGGREGATION NETWORKS FOR TRAFFIC ACCIDENT PREDICTION

Article

Li Xiguang, Zhu Yuhan, Sun Yunhe, Guan Yunchong, Hawbani Ammar, Muthanna Ammar S.A., Zhao Liang

Journal of Supercomputing. Том 81. 2025.

A FRAMEWORK INTEGRATING FEDERATED LEARNING AND FOG COMPUTING BASED ON CLIENT SAMPLING AND DYNAMIC THRESHOLDING TECHNIQUES

Article

Van Thang Dang, Volkov Artem A., Muthanna Ammar S.A., 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

Article

Qian Hui, Shi Xin, Hawbani Ammar, Bi Yuanguo, Liu Zhi, Muthanna Ammar S.A., Zhao Liang

IEEE Transactions on Intelligent Transportation Systems. Том 26. 2025. С. 10747-10763

ENHANCING HIERARCHICAL TASK NETWORK PLANNING THROUGH ANT COLONY OPTIMIZATION IN REFINEMENT PROCESS

Article

Elkawkagy Mohamed, Elgendy Ibrahim A., Muthanna Ammar S.A., Alkanhel Reem Ibrahim, Elbeh Heba

Computers, Materials and Continua. Том 84. 2025. С. 393-415

OPTIMIZING MONKEYPOX LESIONS DETECTION WITH A LIGHTWEIGHT HYBRID MODEL

Article

Al-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Ba Mahel Abduljabbar S., Aziz Ahmed, Khayyat Mashael M., Muthanna Ammar S.A.

IEEE Access. Том 13. 2025. С. 103709-103732

A MULTI-SCALE DEEP LEARNING FRAMEWORK COMBINING MOBILEVIT-ECA AND LSTM FOR ACCURATE ECG ANALYSIS

Article

Ba Mahel Abduljabbar S., Al-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Muthanna Mohammed Saleh Ali, Muthanna Ammar S.A., Aziz Ahmed

IEEE Access. Том 13. 2025. С. 85473-85492

STGEN: SPATIO-TEMPORAL GENERALIZED AGGREGATION NETWORKS FOR TRAFFIC ACCIDENT PREDICTION

Article

Li Xiguang, Zhu Yuhan, Sun Yunhe, Guan Yunchong, Hawbani Ammar, Muthanna Ammar S.A., Zhao Liang

Journal of Supercomputing. Том 81. 2025.

GENERATIVE AI-DRIVEN REINFORCEMENT LEARNING FOR BEAMFORMING AND SCHEDULING IN MULTI-CELL MIMO-NOMA SYSTEMS

Article

Adam Abuzar Babikir Mohammad, Diallo Elhadj Moustapha, Muthanna Mohammed Saleh Ali, Alkanhel Reem Ibrahim, Muthanna Ammar S.A., Hammoudeh Mohammad Ali A.

Physical Communication. Том 72. 2025.

SHARP-AODV: AN INTELLIGENT ADAPTIVE ROUTING PROTOCOL FOR HIGHLY MOBILE AUTONOMOUS AERIAL VEHICLE (AAV) NETWORKS

Article

Tu Nguyenduc, Muthanna Ammar S.A., Khakimov Abdukodir A., Kochetkova Irina, Samouylov Konstantin Evgenevich, Ateya Abdelhamied A., Koucheryavy Andrey E.

Sensors (Switzerland). Том 25. 2025.

OPTIMIZING MONKEYPOX LESIONS DETECTION WITH A LIGHTWEIGHT HYBRID MODEL

Article

Al-Gaashani Mehdhar S.A.M., Alkanhel Reem Ibrahim, Hassan Dina S.M., Ba Mahel Abduljabbar S., Aziz Ahmed, Khayyat Mashael M., Muthanna Ammar S.A.

IEEE Access. Том 13. 2025. С. 103709-103732

ACCURATE V2X TRAFFIC PREDICTION WITH DEEP LEARNING ARCHITECTURES

Article

Abdellah Ali R., Abdelmoaty Ahmed, Ateya Abdelhamied A., Abd-El-Latif Ahmed A., Muthanna Ammar S.A., Koucheryavy Andrey E.

Frontiers in Artificial Intelligence. Том 8. 2025.

A FRAMEWORK INTEGRATING FEDERATED LEARNING AND FOG COMPUTING BASED ON CLIENT SAMPLING AND DYNAMIC THRESHOLDING TECHNIQUES

Article

Van Thang Dang, Volkov Artem A., Muthanna Ammar S.A., Elgendy Ibrahim A., Alkanhel Reem Ibrahim, Jayakody Dushantha Nalin K., Koucheryavy Andrey E.

IEEE Access. Том 13. 2025. С. 95019-95033

DEPENDENCY-AWARE TASK OFFLOADING FOR SATELLITE MOBILE-EDGE COMPUTING: A DEEP REINFORCEMENT LEARNING SCHEME

Article

Lin Na, Zhang Wenjia, Hawbani Ammar, Sun Yunhe, Wu Tianxiong, Muthanna Ammar S.A., Alsamhi Saeed Hamood, Zhao Liang

IEEE Internet of Things Journal. Том 12. 2025. С. 43440-43455

TRUNCATED MOBILENETV2 SPARSE VISION GRAPH ATTENTION MODEL FOR EXPLAINABLE MONKEYPOX DISEASE CLASSIFICATION

Article

Al-Gaashani Mehdhar S.A.M., Ba Mahel Abduljabbar S., Muthanna Ammar S.A.

Knowledge-Based Systems. Том 330. 2025.

IMPROVING KIDNEY SEGMENTATION IN PATHOLOGICAL IMAGES: A MULTISCALE APPROACH TO RESOLVE FRAGMENTATION AND INCOMPLETE BOUNDARIES

Article

Sima Muhammad Wajeeh Us, Wang Chengliang, Arshad Muhammad, Shaikh Jamshed Ali, Alkanhel Reem Ibrahim, Hassan Dina S.M., Muthanna Ammar S.A.

Journal of King Saud University - Computer and Information Sciences. Том 37. 2025.

ENHANCING HIERARCHICAL TASK NETWORK PLANNING THROUGH ANT COLONY OPTIMIZATION IN REFINEMENT PROCESS

Article

Elkawkagy Mohamed, Elgendy Ibrahim A., Muthanna Ammar S.A., Alkanhel Reem Ibrahim, Elbeh Heba

Computers, Materials and Continua. Том 84. 2025. С. 393-415

KEY ENABLING TECHNOLOGIES FOR 6G: THE ROLE OF UAVS, TERAHERTZ COMMUNICATION, AND INTELLIGENT RECONFIGURABLE SURFACES IN SHAPING THE FUTURE OF WIRELESS NETWORKS

Article

Othman Wagdy M., Ateya Abdelhamied A., Nasr Mohamed El Said, Muthanna Ammar S.A., El-Affendi Mohammed Ahmed, Koucheryavy Andrey E., Hamdi Azhar A.

Journal of Sensor and Actuator Networks. Том 14. 2025.

OPTIMIZING DEEP LEARNING FOR WEBSHELL DETECTION BASED ON FLEXIBLE DATASET REDUCTION

Article

Medileh Saci, Hammoudeh Mohammad Ali A., Bounceur Ahcène, Brahim Ferik, Abdelkader Laouid, Mostefa Kara, Muthanna Ammar S.A.

Egyptian Informatics Journal. Том 31. 2025.

OPTIMIZING DEEP LEARNING FOR WEBSHELL DETECTION BASED ON FLEXIBLE DATASET REDUCTION

Article

Medileh Saci, Hammoudeh Mohammad Ali A., Bounceur Ahcène, Brahim Ferik, Abdelkader Laouid, Mostefa Kara, Muthanna Ammar S.A.

Egyptian Informatics Journal. Том 31. 2025.

ATPSO: ADAPTIVE TASK PRIORITY SCHEDULING AND OFFLOADING OPTIMIZATION SCHEME FOR VEHICLES IN HARSH ENVIRONMENTS

Article

Li Xiguang, Zhao Yuchen, Sun Yunhe, Muthanna Ammar S.A., Hawbani Ammar, Zhao Liang

Ad Hoc Networks. Том 175. 2025.

IMPROVING KIDNEY SEGMENTATION IN PATHOLOGICAL IMAGES: A MULTISCALE APPROACH TO RESOLVE FRAGMENTATION AND INCOMPLETE BOUNDARIES

Article

Sima Muhammad Wajeeh Us, Wang Chengliang, Arshad Muhammad, Shaikh Jamshed Ali, Alkanhel Reem Ibrahim, Hassan Dina S.M., Muthanna Ammar S.A.

Journal of King Saud University - Computer and Information Sciences. Том 37. 2025.

QOS OPTIMIZATION STRATEGY BASED ON D-GNN FOR LEO SATELLITE-ASSISTED AVIATION NETWORKS

Article

Sun Yunhe, Yang Yuhe, Hawbani Ammar, Zhao Liang, Yang Dongsheng, Muthanna Ammar S.A., Ghoul Rafia

Computer Networks. Том 273. 2025.

ATPSO: ADAPTIVE TASK PRIORITY SCHEDULING AND OFFLOADING OPTIMIZATION SCHEME FOR VEHICLES IN HARSH ENVIRONMENTS

Article

Li Xiguang, Zhao Yuchen, Sun Yunhe, Muthanna Ammar S.A., Hawbani Ammar, Zhao Liang

Ad Hoc Networks. Том 175. 2025.

THE DECENTRALIZED SERVICE BASED ON SPATIAL CLUSTERING

Article

Qahtan Alsarhan Mohammed, Khakimov Abdukodir A., Muthanna Ammar S.A., Ibrahim Maha

ACM Int. Conf. Proc. Ser.. 2025. С. 952-960

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Gorbacheva A.A.

Записей: 3

Kulikova Ella Germanovna

Записей: 3