Computer Science ›› 2022, Vol. 49 ›› Issue (7): 31-39.doi: 10.11896/jsjkx.210400304
• Database & Big Data & Data Science • Previous Articles Next Articles
ZHANG Yuan1, KANG Le2,3, GONG Zhao-hui3, ZHANG Zhi-hong1
CLC Number:
[1]HSU C H,LEE H C.Insider trading and information revelation with the introduction of futures markets[J].Economic Mode-lling,2014,43:173-182. [2]MENG K.The China Securities Regulatory Commission revise the management method of Futures Exchange [EB/OL].(2019-11-16) [2019-11-16].http://epaper.zqrb.cn/html/2019-11/16/content_530969.htm. [3]CHEN C,ZHAO L,BIAN J,et al.Investment behaviors can tell what inside:Exploring stock intrinsic properties for stock trend prediction[C]//Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York:ACM,2019:2376-2384. [4]SZEGEDY C,VANHOUCKE V,IOFFE S,et al.Rethinking the inception architecture for computer vision[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.Piscataway,NJ:IEEE,2016:2818-2826. [5]ZHU Z K,LI J B.Multi-Feature Information Fusion LSTM-RNN Detection for OSA[J].Journal of Computer Research and Development,2020,57(12):2547-2555. [6]SRIVASTAVA N,HINTON G,KRIZHE A,et al.Dropout:A Simple Way to Prevent Neural Networks from Overfitting[J].Journal of Machine Learning Research,2014,15(1):1929-1958. [7]FRANKE M,HOSER B.On the analysis of irregular stock market trading behavior[M]//Data Analysis,Machine Learning and Applications.Berlin:Springer,2008:355-362. [8]PALSHIKAR G K,APTE M.Collusion set detection usinggraph clustering[J].Data Mining & Knowledge Discovery,2008,16(2):135-164. [9]CAO H B,YU M O,PHILIP S,et al.Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors[C]//Association for Computing Machi-nery.2010:85-94. [10]ZHANG X J,ZHANG T L,ZHANG Z H.a clustering detection method of related transaction behavior for futures market[J].Computer Applications and Software,2016(12):275-278. [11]ZHAI J,CAO Y,YAO Y,et al.Coarse and fine identification of collusive clique in financial market[J].Expert Systems with Applications,2017,69:225-238. [12]HUANG B,LIU Z,CHEN J,et al.Behavior pattern clustering in blockchain networks[J].Multimedia Tools & Application,2017,76(19):20099-20110. [13]WANG J,ZHOU S,GUAN J.Detecting potential collusivecliques in futures markets based on trading behaviors from real data[J].Neurocomputing,2012,92:44-53. [14]YU X P.Related account group identification technology in futures market[D].Shanghai:Shanghai JiaoTong University,2013. [15]MA X F,FENG Z.identification method of suspected related account based on transaction behavior[J].The Foreland of Trading Technology,2017(12):52-56. [16]MIAO Z C,SHI G W,LU J D,et al.An Automatic Identification System for Related Behaviors of Financial Derivatives Investors:CN 109636608 A[P].2019-04-16. [17]HU L.Associated account identification method and electronicequipment:CN 110879816 A[P].2020-03-13. [18]SUNNY M,MASWOOD M,ALHARBI A G.Deep Learning-Based Stock Price Prediction Using LSTM and Bi-Directional LSTM Model[C]//2020 2nd Novel Intelligent and Leading Emerging Sciences Conference(NILES).2020:87-92. [19]XIE Y,LIANG R Y,LIANG Z Y,et al.Speech Emotion Classification Using Attention-Based LSTM[J].IEEE/ACM Transactions on Audio,Speech and Language Processing(TASLP),2019,27(11):1675-1685. |
[1] | CHENG Si-wei, GE Wei-yi, WANG Yu, XU Jian. BGCN:Trigger Detection Based on BERT and Graph Convolution Network [J]. Computer Science, 2021, 48(7): 292-298. |
[2] | SUN Guo-zi, LYU Jian-wei, LI Hua-kang. MeTCa:Multi-entity Trusted Confirmation Algorithm Based on Edit Distance [J]. Computer Science, 2020, 47(12): 327-331. |
[3] | DU Lin, CAO Dong, LIN Shu-yuan, QU Yi-qian, YE Hui. Extraction and Automatic Classification of TCM Medical Records Based on Attention Mechanism of BERT and Bi-LSTM [J]. Computer Science, 2020, 47(11A): 416-420. |
[4] | FENG Luan-luan, LI Jun-hui, LI Pei-feng, ZHU Qiao-ming. Technology and Terminology Detection Oriented National Defense Science [J]. Computer Science, 2019, 46(12): 231-236. |
[5] | CHEN Jun-hua, HAO Yan-hui, ZHENG Ding-wen, CHEN Si-yu. Modeling and Decision-making of Futures Market Price Prediction with DBN [J]. Computer Science, 2018, 45(6A): 75-78. |
[6] | LIU Fei-long, HAO Wen-ning, CHEN Gang, JIN Da-wei and SONG Jia-xing. Attention of Bilinear Function Based Bi-LSTM Model for Machine Reading Comprehension [J]. Computer Science, 2017, 44(Z6): 92-96. |
|