International Journal of Intelligent Systems serves as a forum for individuals interested in tapping into the vast theories based on intelligent systems construction.

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Applying LLMs to Active Learning: Toward Cost‐Efficient Cross‐Task Text Classification Without Manually Labeled Data

Yejian Zhang, Shingo Takada, 

• First Published:  16 July 2025

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Ensuring Supply Chain Transparency by Deploying Blockchain‐Enabled Technology: An Overview With Demonstration

Ahm Shamsuzzoha, Khuram Shahzad, Essi Nousiainen, Mikko Ranta, Petri Helo, Kannan Govindan, 

• First Published:  13 July 2025

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Artificial Intelligence for Text Analysis in the Arabic and Related Middle Eastern Languages: Progress, Trends, and Future Recommendations

Abdullah Y. Muaad, Md Belal Bin Heyat, Faijan Akhtar, Usman Naseem, Wadeea R. Naji, Suresha Mallappa, Hanumanthappa J., 

• First Published:  12 July 2025

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An Anomaly Detection System for High‐Dimensional Industry Time Series Data Based on GNN and Apache Flink

Feng Ye, Kaibo Zhang, Jun Sun, Na Li, 

• First Published:  10 July 2025

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A Preference Analysis Method Considering the Asymmetric Impact and Competitors Driven by Group Wisdom and Influence Mining From Online Reviews

Ru-Xin Nie, Meng-Meng Tu, Zhang-Peng Tian, 

• First Published:  8 July 2025

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