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Journal Articles
- 2024
[j32]Yiping Tang, Kohei Hatano, Eiji Takimoto:
Rotation-Invariant Convolution Networks with Hexagon-Based Kernels. IEICE Trans. Inf. Syst. 107(2): 220-228 (2024)- [j31]Xuanke Jiang, Sherief Hashima, Kohei Hatano, Eiji Takimoto:
Online Job Scheduling with K Servers. IEICE Trans. Inf. Syst. 107(3): 286-293 (2024) - [j30]Ryotaro Mitsuboshi, Kohei Hatano, Eiji Takimoto:
Solving Linear Regression with Insensitive Loss by Boosting. IEICE Trans. Inf. Syst. 107(3): 294-300 (2024) - 2023
- [j29]Ehab Mahmoud Mohamed
, Sherief Hashima, Kohei Hatano, Eiji Takimoto, Mohamed Abdel-Nasser:
Load Balancing Multi-Player MAB Approaches for RIS-Aided mmWave User Association. IEEE Access 11: 15816-15830 (2023) - [j28]Sherief Hashima, Mostafa M. Fouda, Kohei Hatano, Hany Kasban, Ehab Mahmoud Mohamed:
Dual objective bandit for best channel selection in hybrid band wireless systems. J. Ambient Intell. Humaniz. Comput. 14(4): 4115-4125 (2023) - [j27]Sherief Hashima, Zubair Md. Fadlullah, Mostafa M. Fouda, Ehab Mahmoud Mohamed, Kohei Hatano, Basem M. ElHalawany, Mohsen Guizani:
On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities. IEEE Netw. 37(2): 190-197 (2023) - 2022
- [j26]Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Mostafa M. Fouda:
Cost-Effective MAB Approaches for Reconfigurable Intelligent Surface Aided Millimeter Wave Relaying. IEEE Access 10: 81642-81653 (2022) - [j25]Amira O. Hashesh, Sherief Hashima, Rokaia M. Zaki, Mostafa M. Fouda, Kohei Hatano, Adly S. Tag Eldien:
AI-Enabled UAV Communications: Challenges and Future Directions. IEEE Access 10: 92048-92066 (2022) - [j24]Ehab Mahmoud Mohamed, Sherief Hashima, Nasreen Anjum, Kohei Hatano, Walid El Shafai, Basem M. ElHalawany:
Reconfigurable intelligent surface-aided millimetre wave communications utilizing two-phase minimax optimal stochastic strategy bandit. IET Commun. 16(18): 2200-2207 (2022) - [j23]Sherief Hashima, Mostafa M. Fouda, Sadman Sakib, Zubair Md. Fadlullah, Kohei Hatano, Ehab Mahmoud Mohamed, Xuemin Shen:
Energy-Aware Hybrid RF-VLC Multiband Selection in D2D Communication: A Stochastic Multiarmed Bandit Approach. IEEE Internet Things J. 9(18): 18002-18014 (2022) - [j22]Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Saud Alhajaj Aldossari:
Two-Stage Multiarmed Bandit for Reconfigurable Intelligent Surface Aided Millimeter Wave Communications. Sensors 22(6): 2179 (2022) - [j21]Basem M. ElHalawany, Sherief Hashima, Kohei Hatano, Kaishun Wu, Ehab Mahmoud Mohamed:
Leveraging Machine Learning for Millimeter Wave Beamforming in Beyond 5G Networks. IEEE Syst. J. 16(2): 1739-1750 (2022) - [j20]Mostafa M. Fouda, Sherief Hashima, Sadman Sakib, Zubair Md. Fadlullah, Kohei Hatano, Xuemin Shen:
Optimal Channel Selection in Hybrid RF/VLC Networks: A Multi-Armed Bandit Approach. IEEE Trans. Veh. Technol. 71(6): 6853-6858 (2022) - [j19]Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano:
Energy Aware Multiarmed Bandit for Millimeter Wave-Based UAV Mounted RIS Networks. IEEE Wirel. Commun. Lett. 11(6): 1293-1297 (2022) - 2021
- [j18]Sherief Hashima, Kohei Hatano, Hany Kasban, Ehab Mahmoud Mohamed:
Wi-Fi Assisted Contextual Multi-Armed Bandit for Neighbor Discovery and Selection in Millimeter Wave Device to Device Communications. Sensors 21(8): 2835 (2021) - [j17]Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Mostafa M. Fouda, Zubair Md. Fadlullah:
Sleeping Contextual/Non-Contextual Thompson Sampling MAB for mmWave D2D Two-Hop Relay Probing. IEEE Trans. Veh. Technol. 70(11): 12101-12112 (2021) - [j16]Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Saud Alhajaj Aldossari, Mahdi Zareei, Mohamed Rihan:
Two-Hop Relay Probing in WiGig Device-to-Device Networks Using Sleeping Contextual Bandits. IEEE Wirel. Commun. Lett. 10(7): 1581-1585 (2021) - 2020
- [j15]Sherief Hashima, Kohei Hatano, Eiji Takimoto, Ehab Mahmoud Mohamed:
Neighbor Discovery and Selection in Millimeter Wave D2D Networks Using Stochastic MAB. IEEE Commun. Lett. 24(8): 1840-1844 (2020) - [j14]Kohei Hatano:
Foreword. IEICE Trans. Inf. Syst. 103-D(3): 480 (2020) - [j13]Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda:
Theory and Algorithms for Shapelet-Based Multiple-Instance Learning. Neural Comput. 32(8): 1580-1613 (2020) - [j12]Ehab Mahmoud Mohamed, Sherief Hashima, Abdallah Aldosary, Kohei Hatano, Mahmoud Ahmed Abdelghany:
Gateway Selection in Millimeter Wave UAV Wireless Networks Using Multi-Player Multi-Armed Bandit. Sensors 20(14): 3947 (2020) - [j11]Takahiro Fujita, Kohei Hatano, Eiji Takimoto:
Boosting over non-deterministic ZDDs. Theor. Comput. Sci. 806: 81-89 (2020) - 2018
- [j10]Daiki Suehiro, Kohei Hatano, Eiji Takimoto:
Efficient Reformulation of 1-Norm Ranking SVM. IEICE Trans. Inf. Syst. 101-D(3): 719-729 (2018) - [j9]Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
Online Linear Optimization with the Log-Determinant Regularizer. IEICE Trans. Inf. Syst. 101-D(6): 1511-1520 (2018) - [j8]Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
Tighter Generalization Bounds for Matrix Completion Via Factorization Into Constrained Matrices. IEICE Trans. Inf. Syst. 101-D(8): 1997-2004 (2018) - [j7]Takahiro Fujita, Kohei Hatano, Shuji Kijima, Eiji Takimoto:
Online Combinatorial Optimization with Multiple Projections and Its Application to Scheduling Problem. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 101-A(9): 1334-1343 (2018) - 2016
- [j6]Yao Ma, Tingting Zhao, Kohei Hatano, Masashi Sugiyama:
An Online Policy Gradient Algorithm for Markov Decision Processes with Continuous States and Actions. Neural Comput. 28(3): 563-593 (2016) - [j5]Nir Ailon, Kohei Hatano, Eiji Takimoto:
Bandit online optimization over the permutahedron. Theor. Comput. Sci. 650: 92-108 (2016) - 2014
- [j4]Kazuki Teraoka, Kohei Hatano, Eiji Takimoto:
Efficient Sampling Method for Monte Carlo Tree Search Problem. IEICE Trans. Inf. Syst. 97-D(3): 392-398 (2014) - 2011
- [j3]Shin-ichi Yoshida, Kohei Hatano, Eiji Takimoto, Masayuki Takeda:
Adaptive Online Prediction Using Weighted Windows. IEICE Trans. Inf. Syst. 94-D(10): 1917-1923 (2011) - 2009
- [j2]Liwei Wang, Masashi Sugiyama, Cheng Yang, Kohei Hatano, Jufu Feng:
Theory and Algorithm for Learning with Dissimilarity Functions. Neural Comput. 21(5): 1459-1484 (2009) - 2004
- [j1]Kohei Hatano:
A Simple Boosting Algorithm Using Multi-Way Branching Decision Trees. Theory Comput. Syst. 37(4): 503-518 (2004)
Conference and Workshop Papers
- 2024
- [c56]Xuanke Jiang, Sherief Hashima, Kohei Hatano, Eiji Takimoto:
Opportunistic Downlink User Connectivity in NOMA Enhanced NB-IoT Systems, A Semi-Matching Approach. WCNC 2024: 1-6 - 2023
- [c55]Sherief Hashima, Kohei Hatano, Ehab Mahmoud Mohamed:
Advanced MAB Schemes for WiGig-Aided Aerial Mounted RIS Wireless Networks. CCNC 2023: 469-472 - [c54]Yuta Kurokawa, Ryotaro Mitsuboshi, Haruki Hamasaki, Kohei Hatano, Eiji Takimoto, Holakou Rahmanian:
Extended Formulations via Decision Diagrams. COCOON (2) 2023: 17-28 - [c53]Yiping Tang, Kohei Hatano, Eiji Takimoto:
Boosting-Based Construction of BDDs for Linear Threshold Functions and Its Application to Verification of Neural Networks. DS 2023: 477-491 - [c52]Sherief Hashima, Zubair Md. Fadlullah, Mostafa M. Fouda, Kohei Hatano, Eiji Takimoto, Mohsen Guizani:
A Dual-Objective Bandit-Based Opportunistic Band Selection Strategy for Hybrid-Band V2X Metaverse Content Update. GLOBECOM 2023: 6880-6885 - [c51]Ramez Hosny, Sherief Hashima, Ehab Mahmoud Mohamed, Kohei Hatano, Rokaia M. Zaki, Basem M. ElHalawany:
Budgeted Thompson Sampling for Trajectory Planning in UAV-Enhanced NOMA Emergency Networks. IoTaIS 2023: 14-20 - [c50]Sherief Hashima, Mohamed H. Saad, Kohei Hatano, Hamada Rizk:
Vehicle Classification in Intelligent Transportation Systems Using Deep Learning and Seismic Data. ISI 2023: 1-6 - [c49]Sherief Hashima, Mostafa M. Fouda, Kohei Hatano, Eiji Takimoto:
Advanced Learning Schemes for Metaverse Applications in B5G/6G Networks. MetaCom 2023: 799-804 - [c48]Sherief Hashima, Ehab Mahmoud Mohamed, Kohei Hatano, Eiji Takimoto, Mostafa M. Fouda, Zubair Md. Fadlullah:
On Enhancing WiGig Communications With A UAV-Mounted RIS System: A Contextual Multi-Armed Bandit Approach. PIMRC 2023: 1-7 - 2022
- [c47]Ahmad Gendia, Osamu Muta, Sherief Hashima, Kohei Hatano:
UAV Positioning with Joint NOMA Power Allocation and Receiver Node Activation. PIMRC 2022: 240-245 - 2021
- [c46]Yaxiong Liu, Xuanke Jiang, Kohei Hatano, Eiji Takimoto:
Expert advice problem with noisy low rank loss. ACML 2021: 1097-1112 - [c45]Yaxiong Liu, Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
An online semi-definite programming with a generalised log-determinant regularizer and its applications. ACML 2021: 1113-1128 - [c44]Sherief Hashima, Mostafa M. Fouda, Zubair Md. Fadlullah, Ehab Mahmoud Mohamed, Kohei Hatano:
Improved UCB-based Energy-Efficient Channel Selection in Hybrid-Band Wireless Communication. GLOBECOM 2021: 1-6 - [c43]Sherief Hashima, Ehab Mahmoud Mohamed, Kohei Hatano, Eiji Takimoto:
WiGig Wireless Sensor Selection Using Sophisticated Multi Armed Bandit Schemes. ICMU 2021: 1-6 - [c42]Yaxiong Liu, Kohei Hatano, Eiji Takimoto:
Improved Algorithms for Online Load Balancing. SOFSEM 2021: 203-217 - 2020
- [c41]Sherief Hashima, Kohei Hatano, Ehab Mahmoud Mohamed:
Multiagent Multi-Armed Bandit Schemes for Gateway Selection in UAV Networks. GLOBECOM (Workshops) 2020: 1-6 - [c40]Sherief Hashima, Kohei Hatano, Eiji Takimoto, Ehab Mahmoud Mohamed:
Minimax Optimal Stochastic Strategy (MOSS) For Neighbor Discovery and Selection In Millimeter Wave D2D Networks. WPMC 2020: 1-6 - 2019
- [c39]Kaori Tamura, Min Lu, Shin'ichi Konomi, Kohei Hatano, Miyuki Inaba, Misato Oi, Tsuyoshi Okamoto, Fumiya Okubo, Atsushi Shimada, Jingyun Wang, Masanori Yamada, Yuki Yamada:
Integrating Multimodal Learning Analytics and Inclusive Learning Support Systems for People of All Ages. HCI (12) 2019: 469-481 - [c38]Yiping Tang, Kohei Hatano, Eiji Takimoto:
Recognition of Japanese Historical Hand-Written Characters Based on Object Detection Methods. HIP@ICDAR 2019: 72-77 - [c37]Fumito Miyake, Eiji Takimoto, Kohei Hatano:
Succinct Representation of Linear Extensions via MDDs and Its Application to Scheduling Under Precedence Constraints. IWOCA 2019: 365-377 - [c36]Kaori Tamura, Tsuyoshi Okamoto, Misato Oi, Atsushi Shimada, Kohei Hatano, Masanori Yamada, Min Lu, Shin'ichi Konomi:
Pilot Study to Estimate "Difficult" Area in e-Learning Material by Physiological Measurements. L@S 2019: 35:1-35:4 - [c35]Min Lu, Kaori Tamura, Tsuyoshi Okamoto, Misato Oi, Atsushi Shimada, Kohei Hatano, Masanori Yamada, Shin'ichi Konomi:
Proposal and Implementation of an Elderly-oriented User Interface for Learning Support Systems. L@S 2019: 37:1-37:4 - 2018
- [c34]Shin'ichi Konomi, Kohei Hatano, Miyuki Inaba, Misato Oi, Tsuyoshi Okamoto, Fumiya Okubo, Atsushi Shimada, Jingyun Wang, Masanori Yamada, Yuki Yamada:
Towards Supporting Multigenerational Co-creation and Social Activities: Extending Learning Analytics Platforms and Beyond. HCI (22) 2018: 82-91 - [c33]Kohei Hatano:
Can Machine Learning Techniques Provide Better Learning Support for Elderly People? HCI (22) 2018: 178-187 - [c32]Kohei Hatano:
Combinatorial Online Prediction. ISITA 2018: 40-44 - [c31]Takahiro Fujita, Kohei Hatano, Eiji Takimoto:
Boosting over Non-deterministic ZDDs. WALCOM 2018: 195-206 - [c30]Kosuke Matsumoto, Kohei Hatano, Eiji Takimoto:
Decision Diagrams for Solving a Job Scheduling Problem Under Precedence Constraints. SEA 2018: 5:1-5:12 - 2016
- [c29]Takumi Nakazono, Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
A Combinatorial Metrical Task System Problem Under the Uniform Metric. ALT 2016: 276-287 - [c28]Emi Ishita, Tetsuya Nakatoh, Kohei Hatano, Michiaki Takayama:
An Attempt to Promote Open Data for Digital Humanities in Japanese University Libraries. ICADL 2016: 269-274 - [c27]Atsushi Shibagaki, Masayuki Karasuyama, Kohei Hatano, Ichiro Takeuchi:
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling. ICML 2016: 1577-1586 - 2015
- [c26]Takahiro Fujita, Kohei Hatano, Shuji Kijima, Eiji Takimoto:
Online Linear Optimization for Job Scheduling Under Precedence Constraints. ALT 2015: 332-346 - [c25]Issei Matsumoto, Kohei Hatano, Eiji Takimoto:
Online Density Estimation of Bradley-Terry Models. COLT 2015: 1343-1359 - 2014
- [c24]Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto, Koji Tsuda:
Online matrix prediction for sparse loss matrices. ACML 2014 - [c23]Nir Ailon, Kohei Hatano, Eiji Takimoto:
Bandit Online Optimization over the Permutahedron. ALT 2014: 215-229 - [c22]Yao Ma, Tingting Zhao, Kohei Hatano, Masashi Sugiyama:
An Online Policy Gradient Algorithm for Markov Decision Processes with Continuous States and Actions. ECML/PKDD (2) 2014: 354-369 - 2013
- [c21]Eiji Takimoto, Kohei Hatano:
Efficient Algorithms for Combinatorial Online Prediction. ALT 2013: 22-32 - [c20]Takahiro Fujita, Kohei Hatano, Eiji Takimoto:
Combinatorial Online Prediction via Metarounding. ALT 2013: 68-82 - 2012
- [c19]Daiki Suehiro, Kohei Hatano, Shuji Kijima, Eiji Takimoto, Kiyohito Nagano:
Online Prediction under Submodular Constraints. ALT 2012: 260-274 - [c18]Yoko Anan, Kohei Hatano, Hideo Bannai, Masayuki Takeda, Ken Satoh:
Polyphonic Music Classification on Symbolic Data Using Dissimilarity Functions. ISMIR 2012: 229-234 - [c17]Shota Yasutake, Kohei Hatano, Eiji Takimoto, Masayuki Takeda:
Online Rank Aggregation. ACML 2012: 539-553 - 2011
- [c16]Daiki Suehiro, Kohei Hatano, Eiji Takimoto:
Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization. ALT 2011: 324-337 - [c15]Shota Yasutake, Kohei Hatano, Shuji Kijima, Eiji Takimoto, Masayuki Takeda:
Online Linear Optimization over Permutations. ISAAC 2011: 534-543 - [c14]Yoko Anan, Kohei Hatano, Hideo Bannai, Masayuki Takeda:
Music Genre Classification using Similarity Functions. ISMIR 2011: 693-698 - 2010
- [c13]Kazuaki Kashihara, Kohei Hatano, Hideo Bannai, Masayuki Takeda:
Sparse Substring Pattern Set Discovery Using Linear Programming Boosting. Discovery Science 2010: 132-143 - [c12]Michinari Momma, Kohei Hatano, Hiroki Nakayama:
Ellipsoidal Support Vector Machines. ACML 2010: 31-46 - 2009
- [c11]Kohei Hatano, Eiji Takimoto:
Linear Programming Boosting by Column and Row Generation. Discovery Science 2009: 401-408 - 2008
- [c10]Jun-ichi Moribe, Kohei Hatano, Eiji Takimoto, Masayuki Takeda:
Smooth Boosting for Margin-Based Ranking. ALT 2008: 227-239 - [c9]Kosuke Ishibashi, Kohei Hatano, Masayuki Takeda:
Online Learning of Maximum p-Norm Margin Classifiers with Bias. COLT 2008: 69-80 - [c8]Kazuyuki Narisawa, Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masayuki Takeda:
String Kernels Based on Variable-Length-Don't-Care Patterns. Discovery Science 2008: 308-318 - 2007
- [c7]Hayato Kobayashi, Kohei Hatano, Akira Ishino, Ayumi Shinohara:
Reducing Trials by Thinning-Out in Skill Discovery. Discovery Science 2007: 127-138 - [c6]Kazuyuki Narisawa, Hideo Bannai, Kohei Hatano, Masayuki Takeda:
Unsupervised Spam Detection Based on String Alienness Measures. Discovery Science 2007: 161-172 - 2006
- [c5]Kohei Hatano:
Smooth Boosting Using an Information-Based Criterion. ALT 2006: 304-318 - 2005
- [c4]Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masayuki Takeda:
Practical Algorithms for Pattern Based Linear Regression. Discovery Science 2005: 44-56 - 2004
- [c3]Kohei Hatano, Osamu Watanabe:
Learning r-of-k Functions by Boosting. ALT 2004: 114-126 - 2003
- [c2]Kohei Hatano, Manfred K. Warmuth:
Boosting versus Covering. NIPS 2003: 1109-1116 - 2001
- [c1]Kohei Hatano:
A Simpler Analysis of the Multi-way Branching Decision Tree Boosting Algorithm. ALT 2001: 77-91
Data and Artifacts
- 2021
- [d1]Ehab Mahmoud Mohamed, Sherief Hashima, Basem M. ElHalawany, Kohei Hatano, Kaishun Wu:
MAB Algorithms for Single and Concurrent Millimeter Wave Indoor Beamforming Training. IEEE DataPort, 2021
Informal and Other Publications
- 2023
- [i11]Yiping Tang, Kohei Hatano, Eiji Takimoto:
Boosting-based Construction of BDDs for Linear Threshold Functions and Its Application to Verification of Neural Networks. CoRR abs/2306.05211 (2023) - [i10]Yaxiong Liu, Atsuyoshi Nakamura, Kohei Hatano, Eiji Takimoto:
Pure exploration in multi-armed bandits with low rank structure using oblivious sampler. CoRR abs/2306.15856 (2023) - [i9]Ryotaro Mitsuboshi, Kohei Hatano, Eiji Takimoto:
An Improved Metarounding Algorithm via Frank-Wolfe. CoRR abs/2310.12629 (2023) - 2022
- [i8]Ryotaro Mitsuboshi, Kohei Hatano, Eiji Takimoto:
Boosting as Frank-Wolfe. CoRR abs/2209.10831 (2022) - [i7]Yuta Kurokawa, Ryotaro Mitsuboshi, Haruki Hamasaki, Kohei Hatano, Eiji Takimoto, Holakou Rahmanian:
Extended Formulations via Decision Diagrams. CoRR abs/2211.06065 (2022) - 2020
- [i6]Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda:
Theory and Algorithms for Shapelet-based Multiple-Instance Learning. CoRR abs/2006.01130 (2020) - [i5]Yaxiong Liu, Kohei Hatano, Eiji Takimoto:
Improved algorithms for online load balancing. CoRR abs/2007.07515 (2020) - [i4]Yaxiong Liu, Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
A generalised log-determinant regularizer for online semi-definite programming and its applications. CoRR abs/2012.05632 (2020) - 2018
- [i3]Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda:
Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers. CoRR abs/1811.08084 (2018) - 2017
- [i2]Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda:
Boosting the kernelized shapelets: Theory and algorithms for local features. CoRR abs/1709.01300 (2017) - [i1]Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
Online linear optimization with the log-determinant regularizer. CoRR abs/1710.10002 (2017)
Coauthor Index
Mostafa Fouda
aka: Mostafa M. Fouda
aka: Mostafa M. Fouda
[j32] [j31] [j30] [j29] [j15] [j13] [j11] [j10] [j9] [j8] [j7] [j5] [j4] [j3] [c56] [c54] [c53] [c52] [c49] [c48] [c46] [c45] [c43] [c42] [c40] [c38] [c37] [c31] [c30] [c29] [c26] [c25] [c24] [c23] [c21] [c20] [c19] [c17] [c16] [c15] [c11] [c10] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
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