Search Results for author: Chien-Ming Chen

Found 7 papers, 0 papers with code

Smart System: Joint Utility and Frequency for Pattern Classification

no code implementations9 Jun 2022 Qi Lin, Wensheng Gan, Yongdong Wu, Jiahui Chen, Chien-Ming Chen

Big data technologies such as design making, event detection, and classification are developed to help manufacturing organizations to achieve smart systems.

Classification Event Detection

Towards Revenue Maximization with Popular and Profitable Products

no code implementations26 Feb 2022 Wensheng Gan, Guoting Chen, Hongzhi Yin, Philippe Fournier-Viger, Chien-Ming Chen, Philip S. Yu

To fulfill this gap, in this paper, we first propose a general profit-oriented framework to address the problem of revenue maximization based on economic behavior, and compute the 0n-shelf Popular and most Profitable Products (OPPPs) for the targeted marketing.


Anomaly Rule Detection in Sequence Data

no code implementations29 Nov 2021 Wensheng Gan, Lili Chen, Shicheng Wan, Jiahui Chen, Chien-Ming Chen

Analyzing sequence data usually leads to the discovery of interesting patterns and then anomaly detection.

Anomaly Detection Outlier Detection

Flexible Pattern Discovery and Analysis

no code implementations24 Nov 2021 Chien-Ming Chen, Lili Chen, Wensheng Gan

Based on the analysis of the proportion of utility in the supporting transactions used in the field of data mining, high utility-occupancy pattern mining (HUOPM) has recently attracted widespread attention.

On the Construction of a Post-Quantum Blockchain for Smart City

no code implementations31 Dec 2020 Jiahui Chen, Wensheng Gan, Muchuang Hu, Chien-Ming Chen

In addition, traditional proof of work (PoW)-based consensus protocols such as Bitcoin cannot supply memory mining, and the transaction capacity of each block in a blockchain is limited and needs to be expanded.

Cryptography and Security

Discovering High Utility-Occupancy Patterns from Uncertain Data

no code implementations18 Aug 2020 Chien-Ming Chen, Lili Chen, Wensheng Gan, Lina Qiu, Weiping Ding

To find patterns that can represent the supporting transaction, a recent study was conducted to mine high utility-occupancy patterns whose contribution to the utility of the entire transaction is greater than a certain value.


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