[PDF] Top 20 The Pre-FUFP Algorithm for Incremental Mining
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The Pre-FUFP Algorithm for Incremental Mining
... Abstract The frequent pattern tree (FP-tree) is an efficient data structure for association-rule mining without generation of candidate ...In the past, we proposed a Fast Updated FP-tree ... See full document
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An incremental mining algorithm for maintaining sequential patterns using pre-large sequences
... 7. The proposed algorithm In the proposed algorithm, the original large and pre-large se- quences with their counts from preceding runs are retained for later use in ... See full document
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An Incremental Mining Algorithm for Maintaining
... Abstract Mining useful information and helpful knowledge from large databases has evolved into an important research area in recent ...Among the classes of knowledge derived, finding sequential patterns in ... See full document
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An Incremental Mining Algorithm for High Average-Utility Itemsets
... utility mining; average-utility; two-phase mining; incremental ...Utility mining may be thought of as an extension of frequent-itemset mining [1, ...In the past, many algorithms ... See full document
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Interactive sequence discovery by incremental mining
... Consequently, the time-consuming mining process has to be repeated several ...inadequate for such interactive mining due to the long processing time required for each ...reduce ... See full document
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Maintaining and Mining Sequential Patterns in Incremental Sequence database
... time. The most naïve solution of mining sequential patterns over an incremental database is to rerun the database from scratch, which didn’t take the advantage of previous ...work. ... See full document
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Incremental mining of ontological association rules in evolving environments
... Abstract. The process of knowledge discovery from databases is a knowledge intensive, highly user-oriented practice, thus has recently heralded the development of ontology-incorporated data mining ... See full document
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Sliding window filtering: an efficient method for incremental mining on a time-variant database
... called for the design of efficient techniques for incremental mining of association ...SWF) algorithm for incremental mining of association ...partitions, ... See full document
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Quality-Aware Sampling and its Applications in Incremental Data Mining
... show the relative error distribution of generated samples in ...7c. For ease of illustration, the relative proportion difference larger than ...In the high-dimensional and skewed data (Fig. ... See full document
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An efficient algorithm for mining temporal high utility itemsets from data streams
... 3.3.2. Incremental procedure of THUI-Mine As shown in Table 3, D indicates the unchanged por- tion of an ongoing transaction ...database. The deleted and added portions of an ongoing transaction ... See full document
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Incremental mining of closed inter-transaction itemsets over data stream sliding windows
... of mining closed inter-transaction itemsets from data streams. For mining fre- quent inter-transaction itemsets from streaming data, the existing approaches have to be re-executed for ... See full document
14
Incremental mining of generalized association rules under classification ontology and support constraint update
... examine the performance of IMA_HOSU, we conduct experiments to compare its performance with that of applying two leading generalized association mining algorithms, Cumulate and Stratify, to the whole ... See full document
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DSM-FI: An efficient algorithm for mining frequent itemsets in data streams
... Online mining of data streams is an important data mining problem with broad ...since the streaming data possess some inherent ...single-pass algorithm, called DSM- FI (data stream ... See full document
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DSM-FI: an efficient algorithm for mining frequent itemsets in data streams
... Online mining of data streams is an important data mining problem with broad ...since the streaming data possess some inherent ...single-pass algorithm, called DSM- FI (data stream ... See full document
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Developing Data Allocation Schemes by Incremental Mining of User Moving Patterns in a Mobile Computing System
... data mining algorithm which involves incremental mining for user moving patterns in a mobile computing environment and exploit the mining results to develop data ... See full document
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An Efficient FUFP-tree Maintenance Algorithm for Record Modification
... from the database, the proposed algorithm will process them to maintain the ...Comparing the counts of each updated item before and after record modification first forms the ... See full document
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AN INCREMENTAL VERIFICATION ALGORITHM FOR REAL-TIME SYSTEMS
... this algorithm, we avoid the repeated construction and analysis of the whole state-space during the course of evolution of the system from time to ...of the system, like most ... See full document
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An incremental algorithm for clustering spatial data streams: exploring temporal locality
... In the real world, the values of a sensor in the non-geographic domain usually have temporal locality features, meaning that the sensors’ readings are similar for a ...period. ... See full document
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An Efficient Algorithm for Mining Frequent Itemsets over the Entire History of Data Streams
... etc. Mining such streaming data differs from traditional data mining in following aspects [3]: First, each data element in streaming data should be examined at most ...usage for mining data ... See full document
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An Efficient Web Mining Algorithm For Session Path Patterns
... Data mining in the World Wide Web has many practical ...web mining algorithms to discover WWW browsing path patterns can benefit web users as well as ...administrators. For example, effective ... See full document
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