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ORCIDChunkai Zhang
Chun-kai Zhang – Chun-Kai Zhang
Person information
- affiliation: Harbin Institute of Technology, School of Computer Science and Technology, Shenzhen, China
- affiliation (PhD): Shanghai Jiaotong University, China
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2020 – today
- 2024
[j27]Chunkai Zhang
, Yuting Yang, Zilin Du, Wensheng Gan, Philip S. Yu:
HUSP-SP: Faster Utility Mining on Sequence Data. ACM Trans. Knowl. Discov. Data 18(1): 5:1-5:21 (2024)- [j26]Chunkai Zhang, Maohua Lyu, Wensheng Gan, Philip S. Yu:
Totally-ordered Sequential Rules for Utility Maximization. ACM Trans. Knowl. Discov. Data 18(4): 80:1-80:23 (2024) - 2023
- [j25]Chunkai Zhang, Xinyu Wang, Hongye Zhang, Jiahua Zhang, Hanyu Zhang, Chuanyi Liu, Peiyi Han:
LayerLog: Log sequence anomaly detection based on hierarchical semantics. Appl. Soft Comput. 132: 109860 (2023) - [j24]Xinze Yang, Chunkai Zhang, Yizhi Sun, Kairui Pang, Luru Jing, Shiyun Wa, Chunli Lv:
FinChain-BERT: A High-Accuracy Automatic Fraud Detection Model Based on NLP Methods for Financial Scenarios. Inf. 14(9): 499 (2023) - [j23]Chunkai Zhang, Xinyu Wang, Jiahua Zhang, Shaocong Li, Hanyu Zhang, Chuanyi Liu, Peiyi Han:
VESC: a new variational autoencoder based model for anomaly detection. Int. J. Mach. Learn. Cybern. 14(3): 683-696 (2023) - [j22]Chunkai Zhang, Quanjian Dai, Zilin Du, Wensheng Gan, Jian Weng, Philip S. Yu:
TUSQ: Targeted High-Utility Sequence Querying. IEEE Trans. Big Data 9(2): 512-527 (2023) - [i12]Chunkai Zhang, Maohua Lyu, Huaijin Hao, Wensheng Gan, Philip S. Yu:
Discovering Utility-driven Interval Rules. CoRR abs/2309.16102 (2023) - 2022
- [j21]Chunkai Zhang, Xiaofeng Luo, Peiyi Han:
On-manifold adversarial attack based on latent space substitute model. Comput. Secur. 120: 102770 (2022) - [j20]Chunkai Zhang, Wenjing Zheng, Quan Liu, Junli Nie, Hanyu Zhang:
SEDGN: Sequence enhanced denoising graph neural network for session-based recommendation. Expert Syst. Appl. 203: 117391 (2022) - [j19]Chunkai Zhang, Quan Liu, Zeyu Zhang:
DSGNN: A dynamic and static intentions integrated graph neural network for session-based recommendation. Neurocomputing 468: 222-232 (2022) - [j18]Honghu Pan, Yang Bai, Zhenyu He, Chunkai Zhang:
AAGCN: Adjacency-aware Graph Convolutional Network for person re-identification. Knowl. Based Syst. 236: 107300 (2022) - [j17]Chunkai Zhang, Zilin Du, Yuting Yang, Wensheng Gan, Philip S. Yu:
On-Shelf Utility Mining of Sequence Data. ACM Trans. Knowl. Discov. Data 16(2): 21:1-21:31 (2022) - [i11]Chunkai Zhang, Maohua Lyu, Wensheng Gan, Philip S. Yu:
Totally-ordered Sequential Rules for Utility Maximization. CoRR abs/2209.13501 (2022) - [i10]Chunkai Zhang, Yuting Yang, Zilin Du, Wensheng Gan, Philip S. Yu:
HUSP-SP: Faster Utility Mining on Sequence Data. CoRR abs/2212.14255 (2022) - 2021
- [j16]Chunkai Zhang, Xin Guo, Yepeng Deng, Xuan Wang, Peiyi Han, Chuanyi Liu, Hanyu Zhang:
An efficient general black-box adversarial attack approach based on multi-objective optimization for high dimensional images. Comput. Electr. Eng. 95: 107402 (2021) - [j15]Chunkai Zhang, Zilin Du, Wensheng Gan, Philip S. Yu:
TKUS: Mining top-k high utility sequential patterns. Inf. Sci. 570: 342-359 (2021) - [j14]Chunkai Zhang, Wei Zuo, Ao Yin, Xuan Wang, Chuanyi Liu:
ADET: anomaly detection in time series with linear time. Int. J. Mach. Learn. Cybern. 12(1): 271-280 (2021) - [j13]Wensheng Gan, Zilin Du, Weiping Ding, Chunkai Zhang, Han-Chieh Chao:
Explainable Fuzzy Utility Mining on Sequences. IEEE Trans. Fuzzy Syst. 29(12): 3620-3634 (2021) - [j12]Chunkai Zhang, Xinyu Wang, Hongye Zhang, Hanyu Zhang, Peiyi Han:
Log Sequence Anomaly Detection Based on Local Information Extraction and Globally Sparse Transformer Model. IEEE Trans. Netw. Serv. Manag. 18(4): 4119-4133 (2021) - [c43]Chunkai Zhang, Wei Zuo, Shaocong Li, Xuan Wang, Peiyi Han, Chuanyi Liu:
Reconstruct Anomaly to Normal: Adversarially Learned and Latent Vector-Constrained Autoencoder for Time-Series Anomaly Detection. PRICAI (2) 2021: 515-529 - [i9]Wensheng Gan, Zilin Du, Weiping Ding, Chunkai Zhang, Han-Chieh Chao:
Explainable Fuzzy Utility Mining on Sequences. CoRR abs/2103.16519 (2021) - [i8]Chunkai Zhang, Zilin Du, Quanjian Dai, Wensheng Gan, Jian Weng, Philip S. Yu:
TUSQ: Targeted High-Utility Sequence Querying. CoRR abs/2103.16615 (2021) - [i7]Chunkai Zhang, Quanjian Dai, Zilin Du, Wensheng Gan, Jian Weng, Philip S. Yu:
Utility-driven Mining of Contiguous Sequences. CoRR abs/2111.00247 (2021) - 2020
- [j11]Chunkai Zhang, Zilin Du, Yiwen Zu:
An Efficient Algorithm for Extracting High-Utility Hierarchical Sequential Patterns. Wirel. Commun. Mob. Comput. 2020: 8816228:1-8816228:12 (2020) - [c42]Chunkai Zhang, Junli Nie:
Spatio-Temporal Attentive Network for Session-Based Recommendation. KSEM (2) 2020: 131-139 - [i6]Chunkai Zhang, Wei Zuo, Xuan Wang:
Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection. CoRR abs/2010.06846 (2020) - [i5]Chunkai Zhang, Zilin Du, Wensheng Gan, Philip S. Yu:
TKUS: Mining Top-K High-Utility Sequential Patterns. CoRR abs/2011.13454 (2020) - [i4]Chunkai Zhang, Zilin Du, Yuting Yang, Wensheng Gan, Philip S. Yu:
On-shelf Utility Mining of Sequence Data. CoRR abs/2011.13455 (2020)
2010 – 2019
- 2019
- [j10]Chunkai Zhang, Ying Zhou, Yepeng Deng:
VCOS: A Novel Synergistic Oversampling Algorithm in Binary Imbalance Classification. IEEE Access 7: 145435-145443 (2019) - [j9]Qing Liao, Ye Ding, Zoe Lin Jiang, Xuan Wang, Chunkai Zhang, Qian Zhang:
Multi-task deep convolutional neural network for cancer diagnosis. Neurocomputing 348: 66-73 (2019) - [j8]Chunkai Zhang, Panbo Tian, Xudong Zhang, Zoe Lin Jiang, Lin Yao, Xuan Wang:
Fast Eclat Algorithms Based on Minwise Hashing for Large Scale Transactions. IEEE Internet Things J. 6(2): 3948-3961 (2019) - [j7]Chunkai Zhang, Ao Yin:
Anomaly Detection Algorithm Based on Subspace Local Density Estimation. Int. J. Web Serv. Res. 16(3): 44-58 (2019) - [j6]Nana Fan, Jing Li, Zhenyu He, Chunkai Zhang, Xin Li:
Region-filtering correlation tracking. Knowl. Based Syst. 172: 95-103 (2019) - [j5]Chunkai Zhang, Ying Zhou, Jianwei Guo, Guoquan Wang, Xuan Wang:
Research on classification method of high-dimensional class-imbalanced datasets based on SVM. Int. J. Mach. Learn. Cybern. 10(7): 1765-1778 (2019) - [j4]Chunkai Zhang, Panbo Tian, Xudong Zhang, Qing Liao, Zoe Lin Jiang, Xuan Wang:
HashEclat: an efficient frequent itemset algorithm. Int. J. Mach. Learn. Cybern. 10(11): 3003-3016 (2019) - [c41]Chunkai Zhang, Yingyang Chen, Ao Yin:
Anomaly Subsequence Detection with Dynamic Local Density for Time Series. DEXA (2) 2019: 291-305 - [c40]Yepeng Deng, Chunkai Zhang, Xuan Wang:
A Multi-objective Examples Generation Approach to Fool the Deep Neural Networks in the Black-Box Scenario. DSC 2019: 92-99 - [c39]Chunkai Zhang, Yiwen Zu:
An Efficient Parallel High Utility Sequential Pattern Mining Algorithm. HPCC/SmartCity/DSS 2019: 2798-2803 - [c38]Chunkai Zhang, Yepeng Deng, Xin Guo, Xuan Wang, Chuanyi Liu:
An Adversarial Attack Based on Multi-objective Optimization in the Black-Box Scenario: MOEA-APGA II. ICICS 2019: 603-612 - [c37]Chunkai Zhang, Yiwen Zu, Junli Nie, Linzi Du, Jingqi Du, Siyuan Hong, Wenping Wu:
A Fast Algorithm for Hiding High Utility Sequential Patterns. ISPA/BDCloud/SocialCom/SustainCom 2019: 1316-1322 - [i3]Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang, Zoe Lin Jiang:
An Improvement of PAA on Trend-Based Approximation for Time Series. CoRR abs/1907.00700 (2019) - [i2]Chunkai Zhang, Yingyang Chen, Ao Yin:
Anomaly Subsequence Detection with Dynamic Local Density for Time Series. CoRR abs/1907.00701 (2019) - [i1]Chunkai Zhang, Yingyang Chen:
Time Series Anomaly Detection with Variational Autoencoders. CoRR abs/1907.01702 (2019) - 2018
- [j3]Aisha Sikandar, Waqas Anwar, Usama Ijaz Bajwa, Xuan Wang, Misba Sikandar, Lin Yao, Zoe Lin Jiang, Chunkai Zhang:
Decision Tree Based Approaches for Detecting Protein Complex in Protein Protein Interaction Network (PPI) via Link and Sequence Analysis. IEEE Access 6: 22108-22120 (2018) - [c36]Chunkai Zhang, Ao Yin, Yepeng Deng, Panbo Tian, Xuan Wang, Lifeng Dong:
A Novel Anomaly Detection Algorithm Based on Trident Tree. CLOUD 2018: 295-306 - [c35]Chunkai Zhang, Ying Zhou, Yingyang Chen, Yepeng Deng, Xuan Wang, Lifeng Dong, Haoyu Wei:
Over-Sampling Algorithm Based on VAE in Imbalanced Classification. CLOUD 2018: 334-344 - [c34]Chunkai Zhang, Ying Zhou, Yingyang Chen, Changqing Qi, Xuan Wang, Lifeng Dong:
An Improved Measurement of the Imbalanced Dataset. CLOUD 2018: 365-376 - [c33]Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang, Zoe Lin Jiang:
An Improvement of PAA on Trend-Based Approximation for Time Series. ICA3PP (2) 2018: 248-262 - [c32]Ao Yin, Chunkai Zhang, Zoe Lin Jiang, Yulin Wu, Xing Zhang, Keli Zhang, Xuan Wang:
PPLDEM: A Fast Anomaly Detection Algorithm with Privacy Preserving. ICA3PP (4) 2018: 358-373 - [c31]Yulin Wu, Xuan Wang, Zoe Lin Jiang, Xuan Li, Jin Li, Siu-Ming Yiu, Zechao Liu, Hainan Zhao, Chunkai Zhang:
Towards Secure Cloud Data Similarity Retrieval: Privacy Preserving Near-Duplicate Image Data Detection. ICA3PP (4) 2018: 374-388 - [c30]Ao Yin, Chunkai Zhang:
BOFE: Anomaly Detection in Linear Time Based on Feature Estimation. ICDM Workshops 2018: 1128-1133 - [c29]Chunkai Zhang, Ao Yin, Yulin Wu, Yingyang Chen, Xuan Wang:
Fast Time Series Discords Detection with Privacy Preserving. TrustCom/BigDataSE 2018: 1129-1139 - 2017
- [j2]Qiao Liu, Xiaohuan Lu, Zhenyu He, Chunkai Zhang, Wen-Sheng Chen:
Deep convolutional neural networks for thermal infrared object tracking. Knowl. Based Syst. 134: 189-198 (2017) - [c28]Chunkai Zhang, Jianwei Guo, Junru Lu:
Research on Classification Method of High-Dimensional Class-Imbalanced Data Sets Based on SVM. DSC 2017: 60-67 - [c27]Chunkai Zhang, Xudong Zhang, Panbo Tian:
An Approximate Approach to Frequent Itemset Mining. DSC 2017: 68-73 - [c26]Chunkai Zhang, Guoquan Wang, Ying Zhou, Jiayao Jiang:
A New Approach for Imbalanced Data Classification Based on Minimize Loss Learning. DSC 2017: 82-87 - [c25]Chunkai Zhang, Haodong Liu, Ye Li:
Time Series Discord Discovery Under Multi-party Privacy Preserving. DSC 2017: 467-474 - [c24]Chunkai Zhang, Haodong Liu, Ao Yin:
Research of Detection Algorithm for Time Series Abnormal Subsequence. ICPCSEE (1) 2017: 12-26 - [c23]Qing Liao, Zoe Lin Jiang, Xuan Wang, Chunkai Zhang, Ye Ding:
Cancer classification with multi-task deep learning. SPAC 2017: 76-81 - [c22]Chunkai Zhang, Jianwei Guo, Changqing Qi, Zoe Lin Jiang, Qing Liao, Lin Yao, Xuan Wang:
EHSBoost: Enhancing ensembles for imbalanced data-sets by evolutionary hybrid-sampling. SPAC 2017: 118-123 - [c21]Chunkai Zhang, Xudong Zhang, Zoe Lin Jiang, Qing Liao, Lin Yao, Xuan Wang:
Mining inter-transaction association rules from multiple time-series data. SPAC 2017: 158-163 - [c20]Chunkai Zhang, Guoquan Wang, Ying Zhou, Lin Yao, Zoe Lin Jiang, Qing Liao, Xuan Wang:
Feature selection for high dimensional imbalanced class data based on F-measure optimization. SPAC 2017: 278-283 - [c19]Chunkai Zhang, Haodong Liu, Ye Li, Ao Yin, Zoe Lin Jiang, Qing Liao, Xuan Wang:
A novel privacy-preserving distributed anomaly detection method. SPAC 2017: 463-468 - [c18]Zechao Liu, Xuan Wang, Lei Cui, Zoe Lin Jiang, Chunkai Zhang:
White-box traceable dynamic attribute based encryption. SPAC 2017: 526-530 - 2016
- [j1]Xin Li, Qiao Liu, Zhenyu He, Hongpeng Wang, Chunkai Zhang, Wen-Sheng Chen:
A multi-view model for visual tracking via correlation filters. Knowl. Based Syst. 113: 88-99 (2016) - [c17]Junru Lu, Chunkai Zhang, Fengxing Shi:
A Classification Method of Imbalanced Data Base on PSO Algorithm. ICYCSEE (2) 2016: 121-134 - [c16]Zechao Liu, Zoe Lin Jiang, Xuan Wang, Siu-Ming Yiu, Chunkai Zhang, Xiaomeng Zhao:
Dynamic Attribute-Based Access Control in Cloud Storage Systems. Trustcom/BigDataSE/ISPA 2016: 129-137 - 2014
- [c15]Pengfei Jia, Chunkai Zhang, Zhenyu He:
A new sampling approach for classification of imbalanced data sets with high density. BigComp 2014: 217-222 - [c14]Chunkai Zhang, Pengfei Jia:
DBBoost-Enhancing Imbalanced Classification by a Novel Ensemble Based Technique. ICMB 2014: 210-215 - 2011
- [c13]Chunkai Zhang, Yuan Li, Yan Chen:
Application oriented data cleaning For RFID middleware. SMC 2011: 1544-1549
2000 – 2009
- 2009
- [c12]Min Wang, Chunkai Zhang:
ResidualRanking: a robust Access-Point selection strategy for indoor location tracking. SMC 2009: 5035-5040 - 2008
- [c11]Li Zhang, Zhenwei Yu, Yang Zhang, Chun-Kai Zhang:
A Power-aware Adaptive Dynamic Routing Scheme for Wireless Ad Hoc Networks. ICNSC 2008: 966-970 - 2007
- [p1]Chunkai Zhang, Hong Hu:
An Evolved Recurrent Neural Network and Its Application. Trends in Neural Computation 2007: 265-283 - 2006
- [c10]Chunkai Zhang, Hong Hu:
Feature Selection in SVM Based on the Hybrid of Enhanced Genetic Algorithm and Mutual Information. MDAI 2006: 307-316 - 2005
- [c9]Chunkai Zhang, Hong Hu:
Ant Colony Optimization Combining with Mutual Information for Feature Selection in Support Vector Machines. Australian Conference on Artificial Intelligence 2005: 918-921 - [c8]Chunkai Zhang, Hong Hu:
An Effective Feature Selection Scheme via Genetic Algorithm Using Mutual Information. FSKD (2) 2005: 73-80 - [c7]Chunkai Zhang, Hong Hu:
An Evolved Recurrent Neural Network and Its Application. ICNC (1) 2005: 91-100 - [c6]Chunkai Zhang, Hong Hu:
An evolved recurrent neural network and its application in the state estimation of the CSTR system. SMC 2005: 2139-2143 - [c5]Chunkai Zhang, Hong Hu:
Using PSO algorithm to evolve an optimum input subset for a SVM in time series forecasting. SMC 2005: 3793-3796 - 2001
- [c4]Chun-kai Zhang, Hui-he Shao:
A hybrid strategy: real-coded genetic algorithm and chaotic search. SMC 2001: 2361-2364 - 2000
- [c3]Chunkai Zhang, Huihe Shao:
Particle Swarm Optimisation in Feedforward Neural Network. ANNIMAB 2000: 327-332 - [c2]Chunkai Zhang, Huihe Shao:
An ANN's evolved by a new evolutionary system and its application. CDC 2000: 3562-3563 - [c1]Chunkai Zhang, Huihe Shao, Yu Li:
Particle swarm optimisation for evolving artificial neural network. SMC 2000: 2487-2490
Coauthor Index
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last updated on 2024-04-02 20:12 CEST by the dblp team
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