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City Melbourne / / Company Dell / PSM / NA CLP(10005) P(100003) P(10003) LP / Amazon / aBc / Oracle / LASH LP / Google / Index 600 200 LP / Canon / PB aBaB aB / BB aB / New York Times / Parameters In / NYT L P LP / Intel / / Country Australia / / Currency CLP / USD / / / Event Product Recall / Product Issues / / Facility To shed / Web Science Group University of Mannheim / Web Science Group University of Mannheim Germany Data / / IndustryTerm ngram mining / text mining / state-of-theart frequent sequence miner / naïve algorithm / web usage mining / semi-naïve algorithm / generalized n-gram mining / fundamental tool / sequential mining approaches / generalized sequence mining / distributed algorithm / n-gram mining / local mining step / semi-naïve algorithms / data mining / breadth-first search / sequence mining algorithm / web-usage mining / generalpurpose algorithm / actual mining phase / sequential algorithms / optimized search space exploration / sequence mining / parallel systems / web usage data / frequent sequence mining / baseline algorithms / sequence mining literature / pivot sequence miner / sequence miner / frequent itemset mining / depth-first search / local miner / customer behavior mining / electronics / commodity hardware / mining / search techniques / actual mining / parallel algorithm / computing / distributed data processing / search space / pattern mining / post-processing techniques / / OperatingSystem Linux / / Organization Hierarchies Kaustubh Beedkar Rainer Gemulla Data and Web Science Group University of Mannheim Germany Data / WcB / Mannheim Germany Data and Web Science Group University / U.S. Securities and Exchange Commission / Federal Government / / Person Angela Merkel / Rainer Gemulla / / Position politician / special-purpose sequence miner / pivot sequence miner / decomposition Pivot Sequence Miner / special-purpose miner / local miner / author / frequent sequence miner / / Product AMZN-h8 / Cloudera cdh3u6 / tij / MapReduce / / ProgrammingLanguage Java / / ProvinceOrState Victoria / / PublishedMedium New York Times / / Technology aDc / machine translation / semi-naïve algorithm / Linux / semi-naïve algorithms / 3.1 MapReduce All algorithms / operating system / 496 Algorithm / sequence mining algorithm / digital camera / generalpurpose algorithm / Ethernet / arbitrary GSM algorithm / sequential GSM algorithms / DFS algorithms / baseline algorithms / Java / naïve algorithm / mining algorithm / FP-growth algorithm / MG-FSM algorithm / alternative baseline algorithms / set 493 Algorithm / data mining / GSM / flash / existing sequential algorithms / 2 1 2 1 2 2 3 4 5.1 Sequential GSM Algorithms / caD / GSM algorithm / / URL http / SocialTag 
LASH: Large-Scale Sequence Mining with Hierarchies Kaustubh Beedkar Rainer Gemulla Data and Web Science Group