[PDF] Top 20 Duplicate Detection by Progressive Techniques
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Duplicate Detection by Progressive Techniques
... [8]Efficient duplicate detection is an important task especially in large datasets. In this paper, they have compared two important approaches, blocking and windowing, for reducing the number of ... See full document
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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 change the ... See full document
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Comprehensive and Progressive Duplicate Entities Detection Veerisetty Ravi Kumar & Nagaraju Medida
... process, progressive approaches try to reduce the average time after which a duplicate is ...a progressive algorithm than on any traditional ...of-the-art duplicate detection ...on ... See full document
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ContinuousDuplicate Identification using Naive Detection Algorithm
... secondly duplicate definition, the criteria based on which two duplicate candidates are in reality ...The duplicate detection problem has two aspects: First, the multiple representations are ... See full document
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Duplicate Detection by Progressive Sorted Neighbor Method
... the-art duplicate detection ...on progressive algorithms, which try to report most matches early on, while possibly slightly increasing their overall ...selection techniques of the ... See full document
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Algorithms for Efficient Duplicate Detection
... developed for this purpose. The integrity of bibliographic databases are maintained with the algorithms of record matching. The similar records could never be matched at any stage despite matching the bibliographic ... See full document
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A Survey on Duplicate Identification using Naive Detection Algorithm
... files detection is divided into three ...secondly duplicate definition, the criteria based on which two duplicate candidates are in reality ...The duplicate detection problem has two ... See full document
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Usual Duplicate Detection Using Progressive Algorithms with Improving Efficiency Dr Ch GVN Prasad, M Veena & S Sai Sharat Chandra
... on duplicate detection [2], [3], also known asentity resolution and by many other names, focuses on pair selectionalgorithms that try to maximize recall on the onehand and efficiency on the other ... See full document
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A Novel Approach For Progressive Of Duplicate Detection
... windowing techniques,which dynamically adjust the window size dependingon the amount of recently found duplicates [9], ...adaptive techniques dynamically improve theefficiency of duplicate ... See full document
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Duplicate Detection By Progressive Sorted Neighborhood Method
... on duplicate detection often focus on reducing the overall ...windowing techniques, which dynamically adjust the window size depending on the amount of recently found duplicates [9], ...adaptive ... See full document
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A Comparison between Two Variants of Sorted Neighborhood Method
... a progressive algorithm than on any traditional ...the progressive approaches increase the efficiency especially for use case scenarios that do not need the complete ...a duplicate cluster, because ... See full document
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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 ...on ... See full document
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Progressive Replication Identification
... The similarity join is a useful primitive operation underlying many applications, such as near duplicate Web page detection, data integration, and pattern recognition. Traditional similarity joins require a ... See full document
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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 Method, which ... See full document
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Fast Semantic Duplicate Detection Techniques in Databases
... Duplicate detection is a very important phase in the deduplication ...proposed techniques based on the principles of blocking, canopy or ...the detection, for example forming blocks of similar ... See full document
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A Survey on Data De-Duplication Methods in Cloud Storage System
... pre-processing techniques deals with the detection and removal of redundant and error contained data and inconsistencies from the data to improve the quality of data in the cloud storage ...cleaning ... See full document
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A Survey: Detection of Duplicate Record
... The supervised learning systems rely on the existence of training data in the form of records pairs, pre labeled as matching or not. One set of supervised learning techniques treat each record pair (a, b) ... See full document
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Progressive Detection of Duplicate Data
... on duplicate detection, 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 ...Adaptive ... See full document
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Duplicate Detection Using Scalable and Progressive Approaches
... Removing duplicate records during a single info could be a crucial step within the knowledge cleanup method, as a result of duplicates will severely influence the outcomes of any ulterior processing or data ... See full document
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A Novel Approach For Progressive Of Duplicate Detection
... Automatic Text Summarization is an important and challenging area of Natural Language Processing. The task of a text summarizer is to produce a synopsis of any document or a set of documents submitted to it Analysis of ... See full document
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