[PDF] Top 20 DUPLICATE DETECTION USING PROGRESSIVE ARRANGED NEIGHBORHOOD METHOD AND PROGRESSIVE BLOCKING
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DUPLICATE DETECTION USING PROGRESSIVE ARRANGED NEIGHBORHOOD METHOD AND PROGRESSIVE BLOCKING
... Two progressive duplicate detection algorithms namely PSNM and PB, and their Attribute Concurrency ...algorithms using a much larger dataset and a tangible use ...Each duplicate is a ... See full document
9
Algorithms for Efficient Duplicate Detection
... results. Progressive blocking (PB) algorithm [14] is another method for duplicate ...a blocking algorithm instead of windowing method. Progressive blocking (PB) is ... See full document
9
Duplicate Detection by Progressive Techniques
... i.e. progressive blocking and progressive sorted neighbourhood method increase the efficiency of duplicate detection for situations with limited execution time; they dynamically ... See full document
6
Effective Progressive Algorithm for Duplicate Detection on Large Dataset
... the progressive sorted neighborhood method and progressive ...of duplicate detection for situations with limited execution time; they dynamically change the ranking of comparison ... See full document
6
A Scalable approach to detect the duplicate data using Iterative parallel sorted neighbourhood method
... Traditional Progressive duplicate detection algorithms namely progressive sorted neighbourhood method (PSNM) with scalable approaches named as Parallel sorted neighbourhood ... See full document
7
Progressive Detection of Duplicate Data
... on progressive algorithms, which try to report most matches early on, while possibly slightly increasing their overall ...novel, progressive duplicate detection algorithms namely ... See full document
6
Comprehensive and Progressive Duplicate Entities Detection Veerisetty Ravi Kumar & Nagaraju Medida
... novel, progressive duplicate detection algorithms namely Progressive Sorted Neighborhood Method (PSNM), which performs best on small and almost clean datasets, and ... See full document
5
Usual Duplicate Detection Using Progressive Algorithms with Improving Efficiency Dr Ch GVN Prasad, M Veena & S Sai Sharat Chandra
... The progressive arranged neighborhood method is centred on the traditionalorganized neighborhood method ...inputdata using a predefined sorting key and only ... See full document
7
A Novel Approach For Privacy Preserving Data Mining (PPDM)
... of duplicate records is a fundamental information first-rate situation in colossal ...duplication detection or document linkage is used as a part of the info cleansing system to determine files that ... See full document
6
A Novel Approach For Progressive Of Duplicate Detection
... of duplicate records is a fundamental information first-rate situation in colossal ...duplication detection or document linkage is used as a part of the info cleansing system to determine files that ... See full document
5
Duplicate Detection By Progressive Sorted Neighborhood Method
... algorithms, blocking algorithms assign each record to a fixed group of similar records (the blocks) and then compare all pairs of records within these ...groups. Progressive blocking is a novel ... See full document
7
Analysis of an Efficient Approach for Duplicate Detection System
... on duplicate detection [1], [5], also known as entity resolution and by many other names focuses on pair-selection algorithms that try to maximize recall on the one hand and efficiency on the other ...are ... See full document
12
A Comparison between Two Variants of Sorted Neighborhood Method
... the duplicate detection algorithm can use the information about previously found duplicates to identify further promising record ...a duplicate, then the record pairs (i+1, j) and (i, j+1) have a ... See full document
5
A Survey on Duplicate Identification using Naive Detection Algorithm
... are Blocking [9] and sorted neighborhood method (SNM).Blocking methods divides the data records into disjoint subsets, while windowing methods, in specific the Sorted Neighborhood ... See full document
10
ContinuousDuplicate Identification using Naive Detection Algorithm
... the progressive sorted neighborhood method but yields better results by detecting more number of ...proposed method still takes ...by using map reduce technique to this algorithm as it ... See full document
9
Incremental Detection Of Redundancy And Data Pruning
... Much research on copy discovery [2], [3], otherwise called substance determination and by numerous different names, concentrates on pair-choice calculations that attempt to amplify review fro m one viewpoint and ... See full document
5
Duplicate Detection by Progressive Sorted Neighbor Method
... Algorithm 1 depicts our implementation of PSNM. The algorithmtakes five input parameters: D is a reference to the data, which has not been loaded from disk yet. The sorting key K defines the attribute or attribute ... See full document
8
Duplicate Detection by Progressive Techniques
... [8]Efficient duplicate detection is an important task especially in large ...approaches, blocking and windowing, for reducing the number of ...of blocking and ...Neighbourhood Method is ... See full document
7
Progressive Replication Identification
... The duplicate detection is the process of finding multiple records in a dataset that represents the same real-world ...are blocking and windowing. Blocking methods partition records into ... See full document
6
Handling Duplicate Data Detection Of Query Result from Multiple Web Databases Using Unsupervised Duplicate Detection With Blocking Algorithm
... Unsupervised Duplicate Detection algorithm that can serve as foundation for developing applications that use Web ...results, using an additional classifier (like blocking) can result in higher ... See full document
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