ジャーナル論文 / Journal
  1. Tang, Y., Hatano, K., and Takimoto, E., "Rotation-Invariant Convolution Networks with Hexagon-Based Kernels.", IEICE Trans. Inf. Syst. 107(2), 220–228, (2024).
  2. Song, H., Mitsuo, N., Uchida, S., and Suehiro, D., "No regret sample selection with noisy labels.", Mach. Learn. 113(3), 1163–1188, (2024).
  3. Mohammed, A., Ehab, M. M., Wazi, A. M., and Sherief, H., "Joint User Association and Power Control in UAV Network: A Graph Theoretic Approach", MDPI Electronics 13(4), (2024).
  4. Mitsuboshi, R., Hatano, K., and Takimoto, E., "Solving Linear Regression with Insensitive Loss by Boosting.", IEICE Trans. Inf. Syst. 107(3), 294–300, (2024).
  5. Jiang, X., Hashima, S., Hatano, K., and Takimoto, E., "Online Job Scheduling with K Servers.", IEICE Trans. Inf. Syst. 107(3), 286–293, (2024).
  6. Basem, E. M., Sherief, H., Wali, K. U., Xingwang, L., and Ehab, M. M., "Next Generation LEO Satellite Constellation Networks: Opportunities, Applications, and Challenges", China Commun., (2024).
  7. Mohamed, E. M., Hashima, S., Hatano, K., and Elhalawany, B. M., "Leveraging Artificial Intelligence for Reconfigurable Intelligent Surface-aided 6G Networks", IEEE China Communications Journal, (2023).
  8. Mohamed, E. M., Hashima, S., Hatano, K., Takimoto, E., and Abdel-Nasser, M., "Load Balancing Multi-Player MAB Approaches for RIS-Aided mmWave User Association", IEEE Access 11, 15816–15830, (2023).
  9. Ji, X., Suehiro, D., and Uchida, S., "Paired contrastive feature for highly reliable offline signature verification.", Pattern Recognit. 144, 109816, (2023).
  10. Hosny, R., Hashima, S., Mohamed, E. M., Zaki, R. M., and Elhalawany, B. M., "Budgeted bandits for power allocation and trajectory planning in UAV-NOMA aided networks", MDPI Drones 7(8), (2023).
  11. Hosny, R., Hashima, S., Hatano, K., Mohamed, E. M., and Elhalawany, b. M., "Budget-Constrained MAB for Trajectory Planning in Aerial-Aided Emergency Networks", Wireless Communications and Mobile Computing, (2023).
  12. Hashima, S., Hatano, K., Takimoto, E., and Mohamed, M. M., "Budgeted Thompson Sampling for IRS Enabled WiGig Relaying", MDPI Electronics 12(5), 1146, (2023).
  13. Hashima, S., Fouda, M. M., Hatano, K., Takimoto, E., and Fadlullah, Z. M., "Multi-armed bandit-aided near-optimal over-the-air updates in multi-band v2x systems", IEEE International Conference on Computer Communication and the Internet (ICCCI), (2023).
  14. mohamed, e. m., hashima, s., Alnakhli, M., and Abdelnasser, M., "Distribution of Multi MmWave UAV Mounted RIS Using Budget Constraint Multi-Player MAB", mpdi electronics, (2022).
  15. hashima, s., hatano, k., fouda, M. M., Fadllullah, Z. M., and Mohamed, E. M., "Cost-Aware Bandits for Efficient Channel Selection in Hybrid Band Networks", Electronics, (2022).
  16. hashima, s., fouda, M. M., Hatano, K., kasban, h., and mohamed, E. m., "Dual objective bandit for best channel selection in hybrid band wireless systems", Journal of Ambient Intelligence and Humanized Computing, (2022).
  17. hashima, s., Fouda, M. M., Fadllalh, Z. M., Sakib, S., Hatano, K., Mohamed, E. M., and Shen, X., "Energy-Aware Hybrid RF-VLC Multiband Selection in D2D Communication: A Stochastic Multiarmed Bandit Approach", IEEE Internet of Things Journal 9(18), (2022).
  18. hashima, s., Fadllallah, z. M., Fouda, M. M., mohamed, E. m., Hatano, K., and Guizani, M., "On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities", IEEE Network, (2022).
  19. Mohamed, E. M., hashima, S., and Hatano, K., "Energy Aware Multiarmed Bandit for Millimeter Wave-Based UAV Mounted RIS Networks", IEEE Wireless Commun. Lett., (2022).
  20. Mohamed, E. M., Hashima, S., Hatano, K., and Fouda, M. M., "Cost-Effective MAB Approaches for Reconfigurable Intelligent Surface Aided Millimeter Wave Relaying", IEEE Access, (2022).
  21. Mohamed, E. M., Hashima, S., Hatano, K., and Aldossari, S. A., "Two-Stage Multiarmed Bandit for Reconfigurable Intelligent Surface Aided Millimeter Wave Communications.", Sens. 22(6), 2179, (2022).
  22. Mohamed, E. M., Hashima, S., Alnjum, N., Hatano, K., Elshafi, w., and Elhalawany, B. M., "Reconfigurable intelligent surface-aided millimetre wave communications utilizing two-phase minimax optimal stochastic strategy bandit", IET Commun., (2022).
  23. Liu, Y., Moridomi, K., Hatano, K., and Takimoto, E., "An Online Semi-Definite Programming with a Generalized Log-Determinant Regularizer and Its Applications", Mathematics 10(7), 1035–1055, (2022).
  24. Hashesh, A. O., Hashima, S., Zaki, R. M., Fouda, M. M., Hatano, K., and Tag Eldin, A. S., "AI-Enabled UAV Communications: Challenges and Future Directions", IEEE Access, (2022).
  25. Fouda, M. M., Hashima, S., Sakib, S., Fadllalh, Z. M., Hatano, K., and Shen, X., "Optimal Channel Selection in Hybrid RF/VLC Networks: A Multi-Armed Bandit Approach", IEEE Trans. Veh. Technol. 71(6), 6853–6858, (2022).
  26. Said, A., Hashima, S., Fouda, M. M., and Saad, M. H., "Deep Learning-Based Fault Classification and Location for Underground Power Cable of Nuclear Facilities", IEEE Access 10, 70126 –70142, (2022).
  27. Zheng, Y., Zheng, Y., Suehiro, D., and Uchida, S., "Top-rank convolutional neural network and its application to medical image-based diagnosis", Pattern Recognit. 120, (2021).
  28. Mohamed, E. M., Hashima, S., Hatano, K., Fouda, M. M., and Fadlullah, Z. M., "Sleeping Contextual/Non-Contextual Thompson Sampling MAB for mmWave D2D Two-Hop Relay Probing.", IEEE Trans. Veh. Technol. 70(11), 12101–12112, (2021).
  29. Mohamed, E. M., Hashima, S., Hatano, K., Aldossari, S. A., Zareei, M., and Rihan, M., "Two-Hop Relay Probing in WiGig Device-to-Device Networks Using Sleeping Contextual Bandits.", IEEE Wireless Communication Letters 10(7), 1581–1585, (2021).
  30. Hashima, S., Hatano, K., Kasban, H., and Mohamed, E. M., "Wi-Fi Assisted Contextual Multi-Armed Bandit for Neighbor Discovery and Selection in Millimeter Wave Device to Device Communications.", Sens. 21(8), 2835, (2021).
国際会議 / Proceedings
  1. hashima, s., hatano, k., and mohamed, e. m., "Advanced MAB Schemes for WiGig-Aided Aerial Mounted RIS Wireless Networks", IEEE 20th Consumer Communications & Networking Conference (CCNC), (2023).
  2. Tang, Y., Hatano, K., and Takimoto, E., "Boosting-Based Construction of BDDs for Linear Threshold Functions and Its Application to Verification of Neural Networks.", Ds, 477–491, (2023).
  3. Matsuo, S., Bise, R., Seiichi, U., and Suehiro, D., "Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization", Icassp 2023, (2023).
  4. Kurokawa, Y., Mitsuboshi, R., Hamasaki, H., Hatano, K., Takimoto, E., and Rahmanian, H., "Extended Formulations via Decision Diagrams.", Cocoon, 17–28, (2023).
  5. Hosny, R., Hashima, S., Ehab, M. M., Hatano, K., Zaki, R. M., and Elhalawany, B. M., "Budgeted Thompson Sampling for Trajectory Planning in UAV-Enhanced NOMA Emergency Networks", IEEE International Conference on Internet of Things and Intelligence System (IOTAIS), (2023).
  6. Hashima, s., Saad, M. H., Hatano, K., and Rizk, H., "Vehicle Classification in Intelligent Transportation Systems Using Deep Learning and Seismic Data", IEEE International Conference on Intelligence and Security Informatics (ISI), (2023).
  7. Hashima, s., Hatano, K., and Mohamed, E. M., "Comparison of Energy Aware and Cost Subsidy Multi Armed Bandit Solutions for Supreme Channel Election in Hybrid Band Systems", 10th International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC), (2023).
  8. Hashima, S., Mohamed, E., Hatano, K., Takimoto, E., Fouda, M. M., and Fadlullah, Z. M., "On Enhancing WiGig Communications With A UAV-Mounted RIS System: A Contextual Multi-Armed Bandit Approach", IEEE PIMRC IEEE International Symposium on Personal, Indoor and Mobile Radio Communications , (2023).
  9. Hashima, S., Fouda, M. M., Hatano, K., and Takimoto, E., "Advanced Learning Schemes for Metaverse Applications in B5G/6G Networks", Metaverse Computing, Networking and Applications (MetaCom), IEEE International Conference on, (2023).
  10. Hashima, S., Fadlullah, Z. M., Fouda, M. M., Hatano, K., Takimoto, E., and Guizani, M., "A Dual-Objective Bandit-Based Opportunistic Band Selection Strategy for Hybrid-Band V2X Metaverse Content Update", IEEE Global Communication Conference 2023 IEEE Globecom, (2023).
  11. Asanomi, T., Matsuo, S., Suehiro, D., and Bise, R., "MixBag: Bag-Level Data Augmentation for Learning from Label Proportions", 2023 IEEE/CVF International Conference on Computer Vision (ICCV) 00, 16524–16533, (2023).
  12. Hashima, S., Fouda, M. M., Fadlullah, Z. M., Mohamed, E. M., and Hatano, K., "Improved UCB-based Energy-Efficient Channel Selection in Hybrid-Band Wireless Communication.", IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM), 1–6, (2022).
  13. Gendia, A., Muta, O., Hashima, S., and Hatano, K., "UAV Positioning with Joint NOMA Power Allocation and Receiver Node Activation", IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) , (2022).
  14. Zheng, Y., Suehiro, D., and Uchida, S., "Top-Rank Learning Robust to Outliers", Iconip, 608–619, (2021).
  15. Liu, Y., Moridomi, K., Hatano, K., and Takimoto, E., "An online semi-definite programming with a generalised log-determinant regularizer and its applications.", Proceedings of The 13th Asian Conference on Machine Learning, 1113–1128, (2021).
  16. Liu, Y., Jiang, X., Hatano, K., and Takimoto, E., "Expert advice problem with noisy low rank loss.", Proceedings of The 13th Asian Conference on Machine Learning, 1097–1112, (2021).
  17. Hashima, S., Mohamed, E. M., Hatano, K., and Takimoto, E., "WiGig Wireless Sensor Selection Using Sophisticated Multi Armed Bandit Schemes.", International Conference on Mobile Computing and Ubiquitous Networking (ICMU), 1–6, (2021).
  18. Fujii, K., Suehiro, D., Nishimura, K., and Bise, R., "Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification", Miccai, (2021).