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Ken-ichi Fukui
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2020 – today
- 2024
- [j24]Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui:
Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access 12: 13165-13182 (2024) - [j23]Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui:
Local Density Estimation Procedure for Autoregressive Modeling of Point Process Data. IEICE Trans. Inf. Syst. 107(11): 1453-1457 (2024) - [j22]Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui:
Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. Int. J. Data Sci. Anal. 17(3): 275-288 (2024) - [i9]Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui:
Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR abs/2404.10299 (2024) - [i8]Pongpisit Thanasutives, Ken-ichi Fukui:
On uncertainty-penalized Bayesian information criterion. CoRR abs/2404.16881 (2024) - [i7]Pongpisit Thanasutives, Ken-ichi Fukui:
Adaptation of uncertainty-penalized Bayesian information criterion for parametric partial differential equation discovery. CoRR abs/2408.08106 (2024) - 2023
- [j21]Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui:
Noise-aware physics-informed machine learning for robust PDE discovery. Mach. Learn. Sci. Technol. 4(1): 15009 (2023) - [c65]Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui:
Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. ICANN (5) 2023: 288-299 - [i6]Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui:
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery. CoRR abs/2308.10283 (2023) - 2022
- [j20]Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao:
Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification. Sensors 22(21): 8250 (2022) - [i5]Pongpisit Thanasutives, Takeshi Morita, Masayuki Numao, Ken-ichi Fukui:
Noise-aware Physics-informed Machine Learning for Robust PDE Discovery. CoRR abs/2206.12901 (2022) - 2021
- [j19]Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui:
A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method. IEEE Access 9: 62642-62652 (2021) - [j18]Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao:
Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization. Sensors 21(5): 1792 (2021) - [c64]Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao:
Cross-phase Emotion Recognition using Multiple Source Domain Adaptation. BIOSIGNALS 2021: 150-157 - [c63]Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao:
EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network. IJCNN 2021: 1-8 - [c62]Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui:
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. IJCNN 2021: 1-9 - [i4]Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao:
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. CoRR abs/2104.14320 (2021) - 2020
- [j17]Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao:
Explainable and unexpectable recommendations using relational learning on multiple domains. Intell. Data Anal. 24(6): 1289-1309 (2020) - [j16]Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui:
Reinforcement learning based metric filtering for evolutionary distance metric learning. Intell. Data Anal. 24(6): 1345-1364 (2020) - [c61]Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao:
Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks. BI 2020: 309-318 - [c60]Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui:
Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. ECAI 2020: 2986-2992 - [c59]Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui:
Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems. ICMLA 2020: 226-233 - [c58]Nat Pavasant, Masayuki Numao, Ken-ichi Fukui:
Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining. ICMLA 2020: 551-558 - [c57]Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul:
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR 2020: 2382-2389 - [c56]Nat Pavasant, Masayuki Numao, Ken-ichi Fukui:
Spatio-Temporal Change Detection Using Granger Sequence Pattern. IJCAI 2020: 5202-5203 - [c55]Wasin Kalintha, Takafumi Kato, Ken-ichi Fukui:
SleepAge: Sleep Quality Assessment from Nocturnal Sounds in Home Environment. KES 2020: 898-907 - [c54]Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao:
Towards Multimodal Office Task Performance Estimation. SMC 2020: 2695-2701 - [p1]Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao:
Deep Visual Models for EEG of Mindfulness Meditation in a Workplace Setting. Precision Health and Medicine 2020: 129-137 - [i3]Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul:
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR abs/2003.05586 (2020)
2010 – 2019
- 2019
- [j15]Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui:
Kernelized evolutionary distance metric learning for semi-supervised clustering. Intell. Data Anal. 23(6): 1271-1297 (2019) - [j14]Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao:
Cluster sequence mining from event sequence data and its application to damage correlation analysis. Knowl. Based Syst. 179: 136-144 (2019) - [c53]Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao:
Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction. ICMLA 2019: 414-419 - [c52]Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui:
A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM. IES 2019: 130-141 - [c51]Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao:
Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors. JSAI 2019: 27-36 - [c50]Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao:
Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning. JSAI 2019: 267-277 - 2018
- [j13]Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao:
Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. 28(4): 705-717 (2018) - [j12]Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games. Trans. Comput. Collect. Intell. 28: 48-65 (2018) - [c49]Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao:
Explainable Cross-Domain Recommendations Through Relational Learning. AAAI 2018: 8159-8160 - [c48]Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui:
Reinforcement learning for evolutionary distance metric learning systems improvement. GECCO (Companion) 2018: 155-156 - 2017
- [j11]Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui:
Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data. Artif. Intell. Medicine 80: 1-10 (2017) - [j10]Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Familiarity effects in EEG-based emotion recognition. Brain Informatics 4(1): 39-50 (2017) - [j9]Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui:
Statistical sleep pattern modelling for sleep quality assessment based on sound events. Health Inf. Sci. Syst. 5(1): 11 (2017) - [c47]Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui:
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. AAAI 2017: 4945-4946 - [c46]Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao:
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition. AAAI 2017: 4991-4992 - [c45]Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui:
Personal Sleep Pattern Visualization via Clustering on Sound Data. AAAI Workshops 2017 - [c44]Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao:
Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals. ACII Workshops 2017: 44-49 - [c43]Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui:
ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra. IEEE BigData 2017: 4813-4815 - [c42]Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui:
Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels. ICTAI 2017: 461-468 - [c41]Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao:
Reinforcement learning based distance metric filtering approach in clustering. SSCI 2017: 1-8 - [i2]Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao:
Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR abs/1708.08231 (2017) - 2016
- [j8]Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Continuous Music-Emotion Recognition Based on Electroencephalogram. IEICE Trans. Inf. Syst. 99-D(4): 1234-1241 (2016) - [j7]Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman:
Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes. Knowl. Based Syst. 94: 1-12 (2016) - [c40]Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Adaptive Two-stage Learning Algorithm for Repeated Games. ICAART (1) 2016: 47-55 - [c39]Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui:
Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. ICMLA 2016: 1029-1033 - [c38]Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui:
Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data. IEA/AIE 2016: 460-471 - [c37]Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui:
Proceedings in Adaptation, Learning and Optimization. IES 2016: 165-181 - [c36]Tomoko Kashima, Shimpei Matsumoto, Takashi Hasuike, Ken-ichi Fukui:
Implementation of Integrated Information Sharing System of Food Production, Marketing, and Consumption. IIAI-AAI 2016: 791-796 - [c35]Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao:
Application of deep belief networks in eeg-based dynamic music-emotion recognition. IJCNN 2016: 881-888 - [c34]Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao:
Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram. PRICAI Workshops 2016: 115-126 - [c33]Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao:
An investigation of annotation smoothing for EEG-based continuous music-emotion recognition. SMC 2016: 3323-3328 - [c32]Yosuke Kamikawaji, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda, Satoshi Ono:
Decision tree-based feature function design in conditional random field applied to error detection of ocean observation data. SSCI 2016: 1-8 - [i1]Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao:
Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. CoRR abs/1611.10120 (2016) - 2015
- [j6]Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
An analysis of player affect transitions in survival horror games. J. Multimodal User Interfaces 9(1): 43-54 (2015) - [c31]Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG. BIH 2015: 242-251 - [c30]Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono:
Evolutionary multi-objective distance metric learning for multi-label clustering. CEC 2015: 2945-2952 - [c29]Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Prediction as faster perception in a real-time fighting video game. CIG 2015: 517-522 - [c28]Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda:
Error detection of oceanic observation data using sequential labeling. DSAA 2015: 1-8 - [c27]Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao:
Concept Drift Detection with Clustering via Statistical Change Detection Methods. KSE 2015: 37-42 - [c26]Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao:
Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. PAKDD (2) 2015: 293-304 - [c25]Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Modeling Work Stress Using Heart Rate and Stress Coping Profiles. PRIMA Workshops 2015: 108-118 - [c24]Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Item-Based Learning for Music Emotion Prediction Using EEG Data. PRIMA Workshops 2015: 155-167 - [c23]Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao:
Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. SGAI Conf. 2015: 301-315 - 2014
- [j5]Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao:
An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User. IEICE Trans. Inf. Syst. 97-D(4): 842-851 (2014) - [j4]Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios. Int. J. Distance Educ. Technol. 12(4): 32-54 (2014) - [j3]Ken-ichi Fukui, Daiki Inaba, Masayuki Numao:
Discovering Seismic Interactions after the 2011 Tohoku Earthquake by Co-occurring Cluster Mining. Inf. Media Technol. 9(4): 886-895 (2014) - [c22]Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao:
An implementation of affective adaptation in survival horror games. CIG 2014: 1-8 - [c21]Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao:
Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction. PRICAI 2014: 1016-1022 - 2013
- [c20]Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao:
Identification of Effective Learning Behaviors. AIED 2013: 670-673 - [c19]Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao:
Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations. ICTAI 2013: 398-403 - [c18]Danaipat Sodkomkham, Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao:
Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors. MSM/MUSE 2013: 131-149 - 2012
- [c17]Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao:
Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell. PAKDD (2) 2012: 49-60 - [c16]Ken-ichi Fukui, Masayuki Numao:
Neighborhood-Based Smoothing of External Cluster Validity Measures. PAKDD (1) 2012: 354-365 - 2011
- [c15]Roberto Sebastian Legaspi, Akinobu Ueda, Rafael Cabredo, Takayuki Nishikawa, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao:
Exploring Melodic Motif to Support an Affect-Based Music Compositional Intelligence. KSE 2011: 219-225 - [c14]Ken-ichi Fukui, Masayuki Numao:
Topographic Measure Based on External Criteria for Self-Organizing Map. WSOM 2011: 131-140 - 2010
- [c13]Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao:
Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells. ICTAI (1) 2010: 233-240 - [c12]Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez:
Addressing the problems of data-centric physiology-affect relations modeling. IUI 2010: 21-30 - [c11]Simón Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao:
Three-Subagent Adapting Architecture for Fighting Videogames. PRICAI 2010: 649-654
2000 – 2009
- 2009
- [c10]Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Growth Analysis of Neighbor Network for Evaluation of Damage Progress. PAKDD 2009: 933-940 - 2008
- [j2]Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao:
Cluster-based predictive modeling to improve pedagogic reasoning. Comput. Hum. Behav. 24(2): 153-172 (2008) - [j1]Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao:
Reinforcement Learning on a Futures Market Simulator. J. Univers. Comput. Sci. 14(7): 1136-1153 (2008) - [c9]Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Sequence-based SOM: Visualizing transition of dynamic clusters. CIT 2008: 47-52 - [c8]Hiroshi Tamaki, Ken-ichi Fukui, Masayuki Numao, Satoshi Kurihara:
Pheromone Approach to the Adaptive Discovery of Sensor-Network Topology. IAT 2008: 41-47 - 2007
- [c7]Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masayuki Numao:
Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell. ICTAI (2) 2007: 193-196 - [c6]Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Interpretable Likelihood for Vector Representable Topic. KES (3) 2007: 202-209 - [c5]Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao:
Reinforcement Learning on a Futures Market Simulator. KES-AMSTA 2007: 42-52 - 2006
- [c4]Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Visualization Architecture Based on SOM for Two-Class Sequential Data. KES (2) 2006: 929-936 - 2005
- [c3]Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao:
A Cluster-based Predictive Modeling to Improve Pedagogic Reasoning. CELDA 2005: 199-206 - [c2]Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao:
Predicting High-level Student Responses Using Conceptual Clustering. ICCE 2005: 761-764 - [c1]Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao:
Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps. KES (4) 2005: 745-751
Coauthor Index
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