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Fu Lai Chung - Publications

Affiliations: 
Hong Kong Polytechnic University (Hong Kong) 
Area:
Computer Science, Finance
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98 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhang Y, Chung F, Wang S. Fast Exemplar-Based Clustering by Gravity Enrichment Between Data Objects Ieee Transactions On Systems, Man, and Cybernetics. 50: 2996-3009. DOI: 10.1109/Tsmc.2018.2833139  0.383
2020 Shen X, Mao S, Chung F. Cross-Network Learning With Fuzzy Labels for Seed Selection and Graph Sparsification in Influence Maximization Ieee Transactions On Fuzzy Systems. 28: 2195-2208. DOI: 10.1109/Tfuzz.2019.2931272  0.356
2020 Gu S, Chung F, Wang S. A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information Ieee Transactions On Fuzzy Systems. 28: 1369-1382. DOI: 10.1109/Tfuzz.2019.2919481  0.423
2020 Qin B, Chung F, Wang S. Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers Ieee Transactions On Fuzzy Systems. 28: 1276-1290. DOI: 10.1109/Tfuzz.2019.2907497  0.413
2020 Zhang Y, Chung F, Wang S. Clustering by transmission learning from data density to label manifold with statistical diffusion Knowledge Based Systems. 193: 105330. DOI: 10.1016/J.Knosys.2019.105330  0.366
2020 Gu X, Chung F, Wang S. Extreme vector machine for fast training on large data International Journal of Machine Learning and Cybernetics. 11: 33-53. DOI: 10.1007/S13042-019-00936-3  0.345
2019 Jiang Z, Chung FL, Wang S. Recognition of Multiclass Epileptic EEG Signals Based on Knowledge and Label Space Inductive Transfer. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 30872235 DOI: 10.1109/Tnsre.2019.2904708  0.342
2019 Guo Y, Chung F, Li G, Wang J, Gee JC. Leveraging Label-Specific Discriminant Mapping Features for Multi-Label Learning Acm Transactions On Knowledge Discovery From Data. 13: 24. DOI: 10.1145/3319911  0.37
2019 Lu W, Chung F, Jiang W, Ester M, Liu W. A Deep Bayesian Tensor-Based System for Video Recommendation Acm Transactions On Information Systems. 37: 1-22. DOI: 10.1145/3233773  0.391
2019 Zhang Y, Chung F, Wang S. Fast Reduced Set-Based Exemplar Finding and Cluster Assignment Ieee Transactions On Systems, Man, and Cybernetics. 49: 917-931. DOI: 10.1109/Tsmc.2017.2689789  0.387
2019 Jiang W, Gao H, Lu W, Liu W, Chung F, Huang H. Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation Ieee Transactions On Knowledge and Data Engineering. 31: 561-574. DOI: 10.1109/Tkde.2018.2837085  0.365
2019 Zhang Y, Chung F, Wang S. A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies Ieee Transactions On Fuzzy Systems. 27: 1543-1557. DOI: 10.1109/Tfuzz.2018.2883022  0.4
2019 Guo Y, Chung F, Li G, Zhang L. Multi-Label Bioinformatics Data Classification With Ensemble Embedded Feature Selection Ieee Access. 7: 103863-103875. DOI: 10.1109/Access.2019.2931035  0.361
2019 Zhang Z, Chung F, Wang S. Collaborative classification mechanism for privacy-Preserving on horizontally partitioned data Automatika. 60: 58-67. DOI: 10.1080/00051144.2019.1578039  0.399
2018 Shen X, Chung FL. Deep Network Embedding for Graph Representation Learning in Signed Networks. Ieee Transactions On Cybernetics. PMID 30307885 DOI: 10.1109/Tcyb.2018.2871503  0.307
2018 Liu J, Chung F, Wang S. Black Hole Entropic Fuzzy Clustering Ieee Transactions On Systems, Man, and Cybernetics. 48: 1622-1636. DOI: 10.1109/Tsmc.2017.2682883  0.411
2018 Jiang W, Liu W, Chung F. Knowledge transfer for spectral clustering Pattern Recognition. 81: 484-496. DOI: 10.1016/J.Patcog.2018.04.018  0.412
2018 Gu X, Chung F, Wang S. Fast convex-hull vector machine for training on large-scale ncRNA data classification tasks Knowledge Based Systems. 151: 149-164. DOI: 10.1016/J.Knosys.2018.03.029  0.378
2017 Jiang Y, Wu D, Deng Z, Qian P, Wang J, Wang G, Chung FL, Choi KS, Wang S. Seizure Classification from EEG Signals using Transfer Learning, Semi-Supervised Learning and TSK Fuzzy System. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 28880184 DOI: 10.1109/Tnsre.2017.2748388  0.384
2017 Lu W, Chung FL, Lai K, Zhang L. Recommender system based on scarce information mining. Neural Networks : the Official Journal of the International Neural Network Society. 93: 256-266. PMID 28715693 DOI: 10.1016/J.Neunet.2017.05.001  0.305
2017 Gu X, Chung F, Ishibuchi H, Wang S. Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning Ieee Transactions On Systems, Man, and Cybernetics. 47: 2005-2020. DOI: 10.1109/Tsmc.2016.2598270  0.455
2017 Jiang Y, Deng Z, Chung F, Wang G, Qian P, Choi K, Wang S. Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System Ieee Transactions On Fuzzy Systems. 25: 3-20. DOI: 10.1109/Tfuzz.2016.2637405  0.392
2017 Gu X, Chung F, Wang S. Bayesian Takagi–Sugeno–Kang Fuzzy Classifier Ieee Transactions On Fuzzy Systems. 25: 1655-1671. DOI: 10.1109/Tfuzz.2016.2617377  0.415
2017 Zhou T, Chung F, Wang S. Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data Ieee Transactions On Fuzzy Systems. 25: 1207-1221. DOI: 10.1109/Tfuzz.2016.2604003  0.408
2017 Liu J, Chung F, Wang S. Bayesian zero-order TSK fuzzy system modeling Applied Soft Computing. 55: 253-264. DOI: 10.1016/J.Asoc.2017.01.040  0.418
2017 Huang C, Chung F, Wang S. Generalized competitive agglomeration clustering algorithm International Journal of Machine Learning and Cybernetics. 8: 1945-1969. DOI: 10.1007/S13042-016-0572-5  0.388
2016 Deng Z, Jiang Y, Chung FL, Ishibuchi H, Choi KS, Wang S. Transfer prototype-based fuzzy clustering Ieee Transactions On Fuzzy Systems. 24: 1210-1232. DOI: 10.1109/Tfuzz.2015.2505330  0.398
2016 Wang J, Deng Z, Choi K, Jiang Y, Luo X, Chung F, Wang S. Distance metric learning for soft subspace clustering in composite kernel space Pattern Recognition. 52: 113-134. DOI: 10.1016/J.Patcog.2015.10.018  0.392
2016 Bi A, Chung F, Wang S, Jiang Y, Huang C. Bayesian Enhanced α-Expansion Move Clustering with Loose Link Constraints Neurocomputing. 194: 288-300. DOI: 10.1016/J.Neucom.2016.02.054  0.366
2016 Jiang Y, Deng Z, Choi KS, Chung FL, Wang S. A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification Information Sciences. 357: 39-60. DOI: 10.1016/J.Ins.2016.03.050  0.373
2016 Dong A, Chung FL, Wang S. Semi-supervised classification method through oversampling and common hidden space Information Sciences. 349: 216-228. DOI: 10.1016/J.Ins.2016.02.042  0.376
2016 Hang W, Chung F, Wang S. Transfer affinity propagation-based clustering Information Sciences. 348: 337-356. DOI: 10.1016/J.Ins.2016.02.009  0.385
2016 Zhang Z, Luo X, Chung FL, Wang S. A local and global classification machine with collaborative mechanism Pattern Analysis and Applications. 19: 385-396. DOI: 10.1007/S10044-014-0410-X  0.373
2016 Xu M, Wang G, Chung F, Wang S. Linear combination of densities and its direct estimation framework with applications Neural Computing and Applications. 27: 1477-1495. DOI: 10.1007/S00521-015-1947-3  0.339
2015 Huang C, Chung FL, Wang S. Multi-view L2-SVM and its multi-view core vector machine. Neural Networks : the Official Journal of the International Neural Network Society. 75: 110-125. PMID 26773824 DOI: 10.1016/J.Neunet.2015.12.004  0.357
2015 Dong A, Chung FL, Deng Z, Wang S. Semi-Supervised SVM With Extended Hidden Features. Ieee Transactions On Cybernetics. PMID 26571545 DOI: 10.1109/Tcyb.2015.2493161  0.317
2015 Shi Y, Chung F, Wang S. An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets Ieee Transactions On Neural Networks. 26: 2005-2018. PMID 25376045 DOI: 10.1109/Tnnls.2014.2359954  0.385
2015 Jiang Y, Chung F, Ishibuchi H, Deng Z, Wang S. Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure Ieee Transactions On Systems, Man, and Cybernetics. 45: 534-547. PMID 24988602 DOI: 10.1109/Tcyb.2014.2330844  0.371
2015 Jiang Y, Chung FL, Wang S, Deng Z, Wang J, Qian P. Collaborative Fuzzy Clustering From Multiple Weighted Views Ieee Transactions On Cybernetics. 45: 688-701. DOI: 10.1109/Tcyb.2014.2334595  0.431
2015 Wang S, Chung F, Wang J, Wu J. A fast learning method for feedforward neural networks Neurocomputing. 149: 295-307. DOI: 10.1016/J.Neucom.2014.01.065  0.375
2015 Jiang Y, Deng Z, Chung F, Wang S. Multi-task TSK fuzzy system modeling using inter-task correlation information Information Sciences. 298: 512-533. DOI: 10.1016/J.Ins.2014.12.007  0.319
2015 Ni T, Chung FL, Wang S. Support vector machine with manifold regularization and partially labeling privacy protection Information Sciences. 294: 390-407. DOI: 10.1016/J.Ins.2014.09.050  0.378
2015 Wang S, Jiang Y, Chung FL, Qian P. Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification Applied Soft Computing Journal. 37: 125-141. DOI: 10.1016/J.Asoc.2015.07.040  0.376
2015 Li H, Chung F, Wang S. A SVM based classification method for homogeneous data Applied Soft Computing. 36: 228-235. DOI: 10.1016/J.Asoc.2015.07.027  0.391
2014 Gu X, Chung FL, Ishibuchi H, Wang S. Multitask Coupled Logistic Regression and Its Fast Implementation for Large Multitask Datasets. Ieee Transactions On Cybernetics. PMID 25423663 DOI: 10.1109/Tcyb.2014.2362771  0.424
2014 Jiang W, Chung F. A trace ratio maximization approach to multiple kernel-based dimensionality reduction Neural Networks. 49: 96-106. PMID 24211342 DOI: 10.1016/J.Neunet.2013.09.004  0.424
2014 Wang S, Wang J, Chung F. Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets Ieee Transactions On Systems, Man, and Cybernetics. 44: 1-20. PMID 23797315 DOI: 10.1109/Tsmcb.2012.2236828  0.392
2014 Jiang Y, Chung F, Wang S. Enhanced fuzzy partitions vs data randomness in FCM Journal of Intelligent and Fuzzy Systems. 27: 1639-1648. DOI: 10.3233/Ifs-141130  0.393
2014 Ying W, Chung F, Wang S. Scaling Up Synchronization-Inspired Partitioning Clustering Ieee Transactions On Knowledge and Data Engineering. 26: 2045-2057. DOI: 10.1109/Tkde.2013.178  0.393
2014 Wang S, Chung F, Wu J, Wang J. Least learning machine and its experimental studies on regression capability Applied Soft Computing. 21: 677-684. DOI: 10.1016/J.Asoc.2014.04.001  0.399
2014 Zhong SH, Liu Y, Chung FL. Region level annotation by fuzzy based contextual cueing label propagation Multimedia Tools and Applications. 70: 625-645. DOI: 10.1007/S11042-011-0954-3  0.378
2014 Wang J, Chung F, Wang S, Deng Z. Double indices-induced FCM clustering and its integration with fuzzy subspace clustering Pattern Analysis and Applications. 17: 549-566. DOI: 10.1007/S10044-013-0341-Y  0.424
2013 Deng Z, Jiang Y, Choi K, Chung F, Wang S. Knowledge-Leverage-Based TSK Fuzzy System Modeling Ieee Transactions On Neural Networks. 24: 1200-1212. PMID 24808561 DOI: 10.1109/Tnnls.2013.2253617  0.422
2013 Wang J, Chung FL, Deng Z, Wang S, Ying W. Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection. Artificial Intelligence in Medicine. 57: 59-71. PMID 23177025 DOI: 10.1016/J.Artmed.2012.10.001  0.411
2013 Deng Z, Jiang Y, Chung F, Ishibuchi H, Wang S. Knowledge-Leverage-Based Fuzzy System and Its Modeling Ieee Transactions On Fuzzy Systems. 21: 597-609. DOI: 10.1109/Tfuzz.2012.2212444  0.416
2013 Wang J, Wang S, Chung F, Deng Z. Fuzzy partition based soft subspace clustering and its applications in high dimensional data Information Sciences. 246: 133-154. DOI: 10.1016/J.Ins.2013.05.029  0.414
2013 Fu TC, Chung CP, Chung FL. Adopting genetic algorithms for technical analysis and portfolio management Computers and Mathematics With Applications. 66: 1743-1757. DOI: 10.1016/J.Camwa.2013.08.012  0.464
2013 Deng Z, Wang S, Chung F. A minimax probabilistic approach to feature transformation for multi-class data Applied Soft Computing. 13: 116-127. DOI: 10.1016/J.Asoc.2012.08.003  0.38
2013 Wang S, Deng Z, Chung F, Hu W. From Gaussian kernel density estimation to kernel methods International Journal of Machine Learning and Cybernetics. 4: 119-137. DOI: 10.1007/S13042-012-0078-8  0.423
2012 Hu W, Chung FL, Wang S, Ying W. Scaling up minimum enclosing ball with total soft margin for training on large datasets. Neural Networks : the Official Journal of the International Neural Network Society. 36: 120-8. PMID 23103971 DOI: 10.1016/J.Neunet.2012.09.013  0.355
2012 Hu W, Chung FL, Wang S. The maximum vector-angular margin classifier and its fast training on large datasets using a core vector machine. Neural Networks : the Official Journal of the International Neural Network Society. 27: 60-73. PMID 22057092 DOI: 10.1016/J.Neunet.2011.10.005  0.371
2012 Tao J, Chung F, Wang S. On minimum distribution discrepancy support vector machine for domain adaptation Pattern Recognition. 45: 3962-3984. DOI: 10.1016/J.Patcog.2012.04.014  0.331
2012 Tao J, Chung F, Wang S. A kernel learning framework for domain adaptation learning Science in China Series F: Information Sciences. 55: 1983-2007. DOI: 10.1007/S11432-012-4611-X  0.353
2011 Deng Z, Chung F, Wang S. Clustering-Inverse: A Generalized Model for Pattern-Based Time Series Segmentation Journal of Intelligent Learning Systems and Applications. 3: 26-36. DOI: 10.4236/Jilsa.2011.31004  0.414
2011 Deng Z, Choi K, Chung F, Wang S. Scalable TSK Fuzzy Modeling for Very Large Datasets Using Minimal-Enclosing-Ball Approximation Ieee Transactions On Fuzzy Systems. 19: 210-226. DOI: 10.1109/Tfuzz.2010.2091961  0.384
2011 Lu W, Sun W, Chung F, Lu H. Revealing digital fakery using multiresolution decomposition and higher order statistics Engineering Applications of Artificial Intelligence. 24: 666-672. DOI: 10.1016/J.Engappai.2011.01.002  0.314
2011 Deng Z, Choi K, Chung F, Wang S. EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis Applied Soft Computing. 11: 4798-4806. DOI: 10.1016/J.Asoc.2011.07.002  0.353
2011 Jun W, Shitong W, Chung F. Positive and negative fuzzy rule system, extreme learning machine and image classification International Journal of Machine Learning and Cybernetics. 2: 261-271. DOI: 10.1007/S13042-011-0024-1  0.428
2011 Leung CWK, Chan SCF, Chung FL, Ngai G. A probabilistic rating inference framework for mining user preferences from reviews World Wide Web. 14: 187-215. DOI: 10.1007/S11280-011-0117-5  0.308
2010 Deng Z, Chung F, Wang S. Robust Relief-Feature Weighting, Margin Maximization, and Fuzzy Optimization Ieee Transactions On Fuzzy Systems. 18: 726-744. DOI: 10.1109/Tfuzz.2010.2047947  0.425
2010 Wang X, Chung F, Wang S. On minimum class locality preserving variance support vector machine Pattern Recognition. 43: 2753-2762. DOI: 10.1016/J.Patcog.2010.02.013  0.331
2010 Deng Z, Choi K, Chung F, Wang S. Enhanced soft subspace clustering integrating within-cluster and between-cluster information Pattern Recognition. 43: 767-781. DOI: 10.1016/J.Patcog.2009.09.010  0.358
2010 Lu W, Lu H, Chung F. Feature based robust watermarking using image normalization Computers & Electrical Engineering. 36: 2-18. DOI: 10.1016/J.Compeleceng.2009.04.002  0.333
2009 Chung F, Deng Z, Wang S. An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration Ieee Transactions On Fuzzy Systems. 17: 995-1010. DOI: 10.1109/Tfuzz.2009.2020154  0.422
2009 Chung F, Deng Z, Wang S. From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Datasets Ieee Transactions On Fuzzy Systems. 17: 173-184. DOI: 10.1109/Tfuzz.2008.2006620  0.45
2009 Yang Z, Chung F, Shitong W. Robust fuzzy clustering-based image segmentation Applied Soft Computing. 9: 80-84. DOI: 10.1016/J.Asoc.2008.03.009  0.397
2008 Ge H, Chung F, Wang S. Theoretical Choice of the Optimal Threshold for Possibilistic Linear Model With Noisy Input Ieee Transactions On Fuzzy Systems. 16: 1027-1037. DOI: 10.1109/Tfuzz.2008.917290  0.343
2008 Deng Z, Chung F, Wang S. FRSDE: Fast reduced set density estimator using minimal enclosing ball approximation Pattern Recognition. 41: 1363-1372. DOI: 10.1016/J.Patcog.2007.09.013  0.367
2008 Wang S, Chung F, Xiong F. A novel image thresholding method based on Parzen window estimate Pattern Recognition. 41: 117-129. DOI: 10.1016/J.Patcog.2007.03.029  0.31
2008 Fu Tc, Chung FL, Kwok KY, Ng CM. Stock time series visualization based on data point importance Engineering Applications of Artificial Intelligence. 21: 1217-1232. DOI: 10.1016/J.Engappai.2008.01.005  0.542
2008 Fu Tc, Chung Fl, Luk R, Ng Cm. Representing financial time series based on data point importance Engineering Applications of Artificial Intelligence. 21: 277-300. DOI: 10.1016/J.Engappai.2007.04.009  0.531
2008 Lu W, Chung F, Lu H, Choi K. Detecting fake images using watermarks and support vector machines Computer Standards & Interfaces. 30: 132-136. DOI: 10.1016/J.Csi.2007.08.002  0.315
2008 Li Y, Chung F, Wang S. A robust neuro-fuzzy network approach to impulse noise filtering for color images Applied Soft Computing. 8: 872-884. DOI: 10.1016/J.Asoc.2007.07.006  0.302
2007 Fu Tc, Chung Fl, Luk R, Ng Cm. Stock time series pattern matching: Template-based vs. rule-based approaches Engineering Applications of Artificial Intelligence. 20: 347-364. DOI: 10.1016/J.Engappai.2006.07.003  0.519
2007 Lu W, Lu H, Chung F. Novel robust image watermarking using difference correlation detector Computer Standards & Interfaces. 29: 132-137. DOI: 10.1016/J.Csi.2006.02.002  0.306
2006 Lu W, Lu H, Chung F. Feature based watermarking using watermark template match Applied Mathematics and Computation. 177: 377-386. DOI: 10.1016/J.Amc.2005.11.015  0.341
2006 Leung CW, Chan SC, Chung F. A collaborative filtering framework based on fuzzy association rules and multiple-level similarity Knowledge and Information Systems. 10: 357-381. DOI: 10.1007/S10115-006-0002-1  0.332
2005 Lu H, Shen R, Chung F. Global exponential convergence of Cohen-Grossberg neural networks with time delays Ieee Transactions On Neural Networks. 16: 1694-1696. PMID 16342508 DOI: 10.1109/Tnn.2005.853336  0.31
2005 Wang S, Chung FL, HongBin S, Dewen H. Cascaded centralized TSK fuzzy system: universal approximator and high interpretation Applied Soft Computing. 5: 131-145. DOI: 10.1016/J.Asoc.2004.03.014  0.369
2005 Leung H, Chung F, Chan SC. On the use of hierarchical information in sequential mining-based XML document similarity computation Knowledge and Information Systems. 7: 476-498. DOI: 10.1007/S10115-004-0156-7  0.369
2004 Chung FL, Fu TC, Ng V, Luk RWP. An evolutionary approach to pattern-based time series segmentation Ieee Transactions On Evolutionary Computation. 8: 471-489. DOI: 10.1109/Tevc.2004.832863  0.534
2004 Chung FL, Shitong W, Zhaohong D, Dewen H. Fuzzy kernel hyperball perceptron Applied Soft Computing. 5: 67-74. DOI: 10.1016/J.Asoc.2004.03.012  0.438
2001 Duan J, Chung F. Cascaded fuzzy neural network model based on syllogistic fuzzy reasoning Ieee Transactions On Fuzzy Systems. 9: 293-306. DOI: 10.1109/91.919250  0.398
2000 Chung F, Duan J. On multistage fuzzy neural network modeling Ieee Transactions On Fuzzy Systems. 8: 125-142. DOI: 10.1109/91.842148  0.401
1997 Chung F, Lee T. A new look at solving a system of fuzzy relational equations Fuzzy Sets and Systems. 88: 343-353. DOI: 10.1016/S0165-0114(96)00061-9  0.325
1996 Chung F, Lee T. On fuzzy associative memory with multiple-rule storage capacity Ieee Transactions On Fuzzy Systems. 4: 375-384. DOI: 10.1109/91.531778  0.359
1994 Chung FL, Lee T. Fuzzy competitive learning Neural Networks. 7: 539-551. DOI: 10.1016/0893-6080(94)90111-2  0.396
1992 Chung F, Lee T. A Node Pruning Algorithm For Backpropagation Networks International Journal of Neural Systems. 3: 301-314. DOI: 10.1142/S0129065792000231  0.303
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