Volume 13, Issue 3September 2022Current IssueIssue-in-Progress

SECTION: Special Issue on Pattern-Driven Mining, Analytics and Prediction for Decision Making

OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining
September 2022, Article No.: 25, pp 1–23https://doi.org/10.1145/3476247

Gap constraint sequential pattern mining (SPM), as a kind of repetitive SPM, can avoid mining too many useless patterns. However, this method is difficult for users to set a suitable gap without prior knowledge and each character is considered to have the ...

Feature Extraction of High-dimensional Data Based on J-HOSVD for Cyber-Physical-Social Systems
September 2022, Article No.: 26, pp 1–21https://doi.org/10.1145/3483448

With the further integration of Cyber-Physical-Social systems (CPSSs), there is explosive growth of the data in CPSSs. How to discover effective information or knowledge from CPSSs big data and provide support for subsequent learning tasks has become a ...

A Decision Framework to Recommend Cruising Locations for Taxi Drivers under the Constraint of Booking Information
September 2022, Article No.: 27, pp 1–30https://doi.org/10.1145/3490687

As the demand for taxi reservation services has increased, increasing the income of taxi drivers with advanced services has attracted attention. In this article, we propose a path decision framework that considers real-time spatial-temporal predictions ...

Configurable Batch-Processing Discovery from Event Logs
September 2022, Article No.: 28, pp 1–25https://doi.org/10.1145/3490394

Batch processing is used in many production and service processes and can help achieve efficiencies of scale; however, it can also increase inventories and introduce process delays. Before organizations can develop good understanding about the effects of ...

Anomaly Detection in Cybersecurity Datasets via Cooperative Co-evolution-based Feature Selection
September 2022, Article No.: 29, pp 1–39https://doi.org/10.1145/3495165

Anomaly detection from Big Cybersecurity Datasets is very important; however, this is a very challenging and computationally expensive task. Feature selection (FS) is an approach to remove irrelevant and redundant features and select a subset of features, ...

An Evolutive Frequent Pattern Tree-based Incremental Knowledge Discovery Algorithm
September 2022, Article No.: 30, pp 1–20https://doi.org/10.1145/3495213

To understand current situation in specific scenarios, valuable knowledge should be mined from both historical data and emerging new data. However, most existing algorithms take the historical data and the emerging data as a whole and periodically repeat ...

Engineering Trustable and Auditable Choreography-based Systems Using Blockchain
September 2022, Article No.: 31, pp 1–53https://doi.org/10.1145/3505225

A key challenge in engineering distributed systems consists in the integration into their development of a decentralised infrastructure allowing the system participants to trust each other. In this article, we face such a challenge by proposing a model-...



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