Search Results - "Sequential pattern mining"

LGAT: Lightweight Graph Attention Model for Real-Time Session-Based Recommendation System.

Authors: Roy, Somen Kumar Pillai, Jyothi Thomas, Ani et al.

Source: International Journal of Performability Engineering; Mar2026, Vol. 22 Issue 3, p158-166, 9p

GUI test case minimization using sequence mining.

Authors: Ambreen, Raheela Khan, Tamim Ahmed

Source: PLoS ONE. 2/19/2026, Vol. 21 Issue 2, p1-19. 19p.

基于孪生 Transformer 的业务流程异常检测方法.

Alternate Title: Business process anomaly detection method based on siamese Transformer.

Authors: 潘克旭 方 娜

Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. Feb2026, Vol. 43 Issue 2, p463-471. 9p.

Enhancing MOOC Recommendation Through Preference-Aware Knowledge Graph Diffusion and Temporal Sequence Modeling.

Authors: Duan, Chao Zhang, Wenlong Cui, Qiaoling et al.

Source: Information. Dec2025, Vol. 16 Issue 12, p1061. 21p.

A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs.

Authors: He, Cheng Cai, Jiayu Chen, Guoting et al.

Source: Knowledge & Information Systems. Aug2025, Vol. 67 Issue 8, p6689-6716. 28p.

Subjects: Sequential pattern mining, Time-varying networks, Data mining, Statistical measurement, Databases

Framework for grouping local process models.

Authors: Peeva, Viki van der Aalst, Wil M. P.

Source: Journal of Intelligent Information Systems. Jun2026, Vol. 64 Issue 3, p941-964. 24p.

Subjects: Process mining, Sequential pattern mining, Classification, Business process modeling

PISRuleGrowth: mining periodic intra-sequential rules common to multiple sequences.

Authors: Milenković, Nevena Delibašić, Boris

Source: Knowledge & Information Systems. Jul2025, Vol. 67 Issue 7, p6071-6114. 44p.

Subjects: Information storage & retrieval systems, Sequential pattern mining, Artificial intelligence, Image processing, Data mining

An efficient algorithm for high utility sequential pattern mining over data streams based on sliding window model.

Authors: Han, Meng Zhang, Ruihua He, Feifei et al.

Source: Intelligent Data Analysis. May2025, Vol. 29 Issue 3, p673-698. 26p.

Subjects: Sequential pattern mining, Digital technology, High technology industries, Data mining, Algorithms

Mining targeted spatio-temporal sequential patterns.

Authors: Maciąg, Piotr S.¹ (AUTHOR) piotr.maciag@pw.edu.pl

Source: GeoInformatica. Jul2025, Vol. 29 Issue 3, p435-463. 29p.

Subjects: Sequential pattern mining, Spatiotemporal processes, Algorithms, Mathematical optimization, Data analysis

CFlow: A Novel High‐Order Flow Analysis Unit for Detecting Spatiotemporal Mobility Patterns Based on Origin–Destination Data.

Authors: Xin, Rui Yang, Kuan Yang, Jian et al.

Source: Transactions in GIS. May2025, Vol. 29 Issue 3, p1-16. 16p.

Capturing and sharing know-how through visual process representations: a human-Centred approach to teacher workflows.

Authors: Fernandez-Nieto, Gloria M. Echeverria, Vanessa Li, Yuheng et al.

Source: Behaviour & Information Technology. Feb2026, p1-30. 30p. 16 Illustrations.

TS2Lang: A Co-occurrence pattern-driven translation mechanism for zero-shot time series forecasting with LLMs.

Authors: Xun, Haoran Zhou, Wen'an Tao, Liwen et al.

Source: Journal of Intelligent Information Systems. Apr2026, Vol. 64 Issue 2, p597-620. 24p.

Subjects: Sequential pattern mining, Vector quantization, Machine learning, Forecasting, Software frameworks, Language models, Autoregressive models

Sequential pattern transformer (SPT): a generative and interpretable framework for predicting disease trajectories.

Authors: Assadi Shalmani, Mohammad Khani, Masoud Taleban, Amirsajjad et al.

Source: Neural Computing & Applications. Feb2026, Vol. 38 Issue 3, p1-23. 23p.

Subjects: Disease progression, Sequential pattern mining, Probabilistic generative models, Predictive validity, Type 2 diabetes, Health information systems, Artificial intelligence

Alarm sequence pattern analysis techniques for alarm prediction in automated manufacturing processes.

Authors: Gao, Xinpu Kim, Namki Yang, Jeongsam

Source: Journal of Mechanical Science & Technology. Feb2026, Vol. 40 Issue 2, p1393-1402. 10p.

Subjects: Sequential pattern mining, Bayes' theorem, Encoding, Fault diagnosis, Detection alarms, Outlier detection, Manufacturing process automation, Programmable controllers

Red Tide Detection Method Based on a Time Series Fusion Network Model: A Case Study of GOCI Data in the East China Sea.

Authors: Ding, Tianhong Xu, Zhiqiang Wang, Yunjie et al.

Source: Sensors (14248220). Jun2025, Vol. 25 Issue 11, p3455. 18p.

Stable top-k periodic high-utility patterns mining over multi-sequence.

Authors: Ren, Ziqian Xun, Yaling Cai, Jianghui et al.

Source: Intelligent Data Analysis. Mar2025, Vol. 29 Issue 2, p351-371. 21p.

Subjects: Sequential pattern mining, Data mining, Algorithms, Decision making

Two-person interaction recognition using a two-step sequential pattern classification.

Authors: Nikzad, Saman Ebrahimi, Afshin

Source: Multimedia Tools & Applications. Apr2025, Vol. 84 Issue 12, p10465-10487. 23p.

Subjects: Sequential pattern mining, Information storage & retrieval systems, Artificial intelligence, Computer vision, Image processing

Exploring human mobility: a time-informed approach to pattern mining and sequence similarity.

Authors: Yang, Hao Yao, X. Angela Whalen, Christopher C. et al.

Source: International Journal of Geographical Information Science. Mar2025, Vol. 39 Issue 3, p627-651. 25p.

Subjects: Sequential pattern mining, Data mining, Big data, Human experimentation, Workflow

Temporal analysis of land cover change in Ayapel's alluvial gold mining zones, Colombia.

Alternate Title: Análisis temporal del cambio de coberturas terrestres en zonas de minería de oro de aluvión en Ayapel, Colombia.

Authors: Herrera, Maura Melissa Fernández, David Stephen de Jesús Vélez, Fabio et al.

Source: Earth Sciences Research Journal. Mar2025, Vol. 29 Issue 1, p1-13. 13p.

Subjects: Sequential pattern mining, Ecological restoration monitoring, Gold mining, Remote-sensing images, Landsat satellites, Land cover

Sequential Pattern Mining and Hybrid Sentiment-based Collaborative Architecture for Rating Prediction.

Authors: Kumar, Anil Chawla, Sonal Mann, Supreet Kaur

Source: International Journal of Mathematical, Engineering & Management Sciences. Feb2025, Vol. 10 Issue 1, p148-162. 15p.