257 citations · 1k across the 19 of their papers we have counts for
5 papers · 1 filter
HUOPM: High Utility Occupancy Pattern Mining
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger +2
Mining useful patterns from varied types of databases is an important research topic, which has many real-life applications. Most studies have considered the frequency as sole inte…
Toward Intelligent Network Optimization in Wireless Networking: An Auto-learning Framework
Wenyu Zhang, Zhenjiang Zhang, Han-Chieh Chao +1
In wireless communication systems (WCSs), the network optimization problems (NOPs) play an important role in maximizing system performances by setting appropriate network configura…
Privacy Preserving Utility Mining: A Survey
Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao +2
In big data era, the collected data usually contains rich information and hidden knowledge. Utility-oriented pattern mining and analytics have shown a powerful ability to explore t…
A Survey of Parallel Sequential Pattern Mining
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger +2
With the growing popularity of shared resources, large volumes of complex data of different types are collected automatically. Traditional data mining algorithms generally have pro…
A Survey of Utility-Oriented Pattern Mining
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger +3
The main purpose of data mining and analytics is to find novel, potentially useful patterns that can be utilized in real-world applications to derive beneficial knowledge. For iden…