GAN W S, LIN J C W, FOURNIER-VIGER P, et al. A Survey of Parallel Sequential Pattern Mining [J]. ACM Transactions on Knowledge Discovery from Data, 2019, 13(3): 1-34.
FOURNIER-VIGER P, LIN J C W, KIRAN R U, et al. A survey of sequential pattern mining[J]. Data Science and Pattern Recognition, 2017, 1(1): 54-77.
WANG Y C, KUNG L, WANG W Y C, et al. An Integrated Big Data Analytics-enabled Transformation Model: Application to Health Care [J]. Information & Management, 2018, 55(1): 64-79.
O'HALLORAN K L, TAN S, PHAM D S, et al. A Digital Mixed Methods Research Design: Integrating Multimodal Analysis with Data Mining and Information Visualization for Big Data Analytics [J]. Journal of Mixed Methods Research, 2018, 12(1): 11-30. doi: 10.1177/1558689816651015
TARUS J K, NIU Z D, KALUI D. A Hybrid Recommender System for E-learning Based on Context Awareness and Sequential Pattern Mining [J]. Soft Computing, 2018, 22(8): 2449-2461. doi: 10.1007/s00500-017-2720-6
邵梁, 何星舟, 尚俊娜.基于Spark框架的FP-Growth大数据频繁项集挖掘算法[J].计算机应用研究, 2018, 35(10): 2932-2935.
SALETI S, SUBRAMANYAM R B V. A Novel Mapreduce Algorithm for Distributed Mining of Sequential Patterns Using Co-occurrence Information [J]. Applied Intelligence, 2019, 49(1): 150-171. doi: 10.1007/s10489-018-1259-2
WANG J Z, HUANG J L. On Incremental High Utility Sequential Pattern Mining [J]. ACM Transactions on Intelligent Systems and Technology, 2018, 9(5): 1-26.
GAUTAM J V, PRAJAPATI H B, DABHI V K, et al. Empirical Study of Job Scheduling Algorithms in Hadoop MapReduce [J]. Cybernetics and Information Technologies, 2017, 17(1): 146-163. doi: 10.1515/cait-2017-0012
SALETI S, SUBRAMANYAM R B V. A Novel Bit Vector Product Algorithm for Mining Frequent Itemsets from Large Datasets Using MapReduce Framework [J]. Cluster Computing, 2018, 21(2): 1365-1380. doi: 10.1007/s10586-017-1249-x
DINH D T, LE B, FOURNIER-VIGER P, et al. An Efficient Algorithm for Mining Periodic High-utility Sequential Patterns [J]. Applied Intelligence, 2018, 48(12): 4694-4714. doi: 10.1007/s10489-018-1227-x
CHEN C C, SHUAI H H, CHEN M S. Distributed and Scalable Sequential Pattern Mining through Stream Processing [J]. Knowledge and Information Systems, 2017, 53(2): 365-390. doi: 10.1007/s10115-017-1037-1