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08/10/2023
𝒢^2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns
Node classification is the task of predicting the labels of unlabeled no...
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04/20/2023
Image-text Retrieval via preserving main Semantics of Vision
Image-text retrieval is one of the major tasks of cross-modal retrieval....
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03/25/2023
Targeted Mining of Top-k High Utility Itemsets
Finding high-importance patterns in data is an emerging data mining task...
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02/22/2023
Mining compact high utility sequential patterns
High utility sequential pattern mining (HUSPM) aims to mine all patterns...
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09/19/2022
OPR-Miner: Order-preserving rule mining for time series
Discovering frequent trends in time series is a critical task in data mi...
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06/09/2022
Towards Target High-Utility Itemsets
For applied intelligence, utility-driven pattern discovery algorithms ca...
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04/27/2022
Discovering Representative Attribute-stars via Minimum Description Length
Graphs are a popular data type found in many domains. Numerous technique...
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02/26/2022
Towards Revenue Maximization with Popular and Profitable Products
Economic-wise, a common goal for companies conducting marketing is to ma...
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01/21/2022
Enhancing Hyperbolic Graph Embeddings via Contrastive Learning
Recently, hyperbolic space has risen as a promising alternative for semi...
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12/25/2019
Utility-Driven Mining of Trend Information for Intelligent System
Useful knowledge, embedded in a database, is likely to change over time....
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04/28/2019
Fast Utility Mining on Complex Sequences
High-utility sequential pattern mining is an emerging topic in the field...
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02/25/2019
Beyond Frequency: Utility Mining with Varied Item-Specific Minimum Utility
Utility-oriented mining which integrates utility theory and data mining ...
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02/25/2019
Utility Mining Across Multi-Dimensional Sequences
Knowledge extraction from database is the fundamental task in database a...
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12/28/2018
HUOPM: High Utility Occupancy Pattern Mining
Mining useful patterns from varied types of databases is an important re...
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05/26/2018
A Survey of Parallel Sequential Pattern Mining
With the growing popularity of resource sharing and shared resources, la...
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05/26/2018