Mining High Utility Patterns

by Vincent S. Tseng


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This book provides an up-to-date, self-contained introduction to this emerging field. It unifies the important results in utility mining and provides readers with a systematic overview of the process. Representative state-of-the-art utility mining methods and algorithms for different purposes are included with necessary explanations and illustrative examples. The book also explores several challenging ongoing topics in utility mining. Readers gain a deeper understanding and can carry out further research in the field.





















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Mining High Utility PatternsMining,TOP-K,high,utility,pattern,from,a,dataset,is,an,extension,of,frequent,pattern,mining,and,it,aims,to,mine,the,patterns,whose,utilities,are,higher,than,a,user-specified,.Online,high,utility,itemset,mining,over,data,streams,has,been,studied,recently.,However,,the,existing,methods,are,not,designed,for,producing,top-k,patterns.Mining,TOP-K,high,utility,pattern,from,a,dataset,is,an,extension,of,frequent,pattern,mining,and,it,aims,to,mine,the,patterns,whose,utilities,are,higher,than,a,user-specified,.Utility,mining,is,a,new,development,of,data,mining,technology.,Among,utility,mining,problems,,utility,mining,with,the,itemset,share,framework,is,a,hard,one,as,no,anti,.Review,,,on,,,Mining,,,High,,,Utility,,,Patterns,,,Decreasing,,,Candidates,,,Satyajeet,,,Bankar1,Krushna,,,Barve2,Rohit,,,Dusane3,Tejas,,,Desale4,,,Department,,,of,,,Computer,,,Engineering,Gateways,,,for:,,,Future,,,Students;,,,Current,,,Students;,,,Alumni;,,,Log,,,in,,,to,,,myUWindsorUtility,pattern,mining,is,a,technique,that,finds,valuable,patterns,from,large-sized,databases,with,each,items,importance,and,quantity,information,associated,with,it.Efcient,Mining,of,High,Utility,Patterns,over,Data,Streams,with,a,Sliding,Window,Method,Chowdhury,Farhan,Ahmed,,Syed,Khairuzzaman,Tanbeer,,and,Byeong-Soo,JeongMining,,,high,,,utility,,,patterns,,,in,,,incremental,,,databases.IEEE,,,TRANSACTIONS,,,ON,,,KNOWLEDGE,,,AND,,,DATA,,,ENGINEERING,,,,VOL.,,,28,,,,NO.The,second,part,of,the,dissertation,presents,a,new,sliding,window-based,algorithm,to,discover,recent,high,utility,sequential,patterns,over,data,streams.High,utility,sequential,patterns,(HUSP),refer,to,those,sequential,patterns,with,high,utility,(such,as,profit),,which,play,a,crucial,role,in,many,real-life,applications.AbstractRecently,,high,utility,pattern,(HUP),mining,is,one,of,the,most,important,research,issues,in,data,mining,due,to,its,ability,to,consider,the,.International,,,Journal,,,of,,,Computer,,,Applications,,,(0975,,,,,,8887),,,Volume,,,58,,,No.2,,,,November,,,2012,,,25,,,An,,,Improved,,,UP-Growth,,,High,,,Utility,,,Itemset,,,MiningWe,,present,,an,,algorithm,,for,,frequent,,item,,set,,mining,,that,,identifies,,high-utility,,item,,combinations.,,In,,contrast,,to,,the,,traditional,,association,,rule,,and,,frequent,,item,,.Foot,,Locker,,Retail,,,Inc.,,is,,an,,American,,sportswear,,and,,footwear,,retailer,,,with,,its,,headquarters,,in,,Midtown,,Manhattan,,,New,,York,,City,,,and,,operating,,in,,28,,countries,,worldwide. 07f867cfac

Mining,user,behavior,patterns,in,mobile,environments,is,an,emerging,topic,in,.,{Bai-en,Shie,and,Hui-fang,Hsiao,and,Vincent,S.,Tseng,and,Bai-en,Shie,and,Hui,.View,Vincent,Tsengs,professional,profile,on,LinkedIn.,LinkedIn,is,the,world's,largest,business,network,,helping,professionals,like,Vincent,Tseng,discover,inside,.Explore,,books,,by,,Vincent,,S.,,Tseng,,with,,our,,selection,,at,,Waterstones.com.,,Click,,and,,Collect,,from,,your,,local,,Waterstones,,or,,get,,FREE,,UK,,delivery,,on,,orders,,over,,20.Vincent,S.,Tseng,Vis.,Vincent,Shin-Mu,Tseng,,Shin-Mu,Tseng.,,,National,Cheng,Kung,University,,Tainan,,Taiwan.,List,of,publications,from,the,DBLP,Bibliography,.
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