[PDF] Top 20 Duplicate Detection Using Scalable and Progressive Approaches
Has 10000 "Duplicate Detection Using Scalable and Progressive Approaches" found on our website. Below are the top 20 most common "Duplicate Detection Using Scalable and Progressive Approaches".
Duplicate Detection Using Scalable and Progressive Approaches
... Our algorithms PSNM and Pb dynamically regulate their behavior by mechanically selecting best parameters, e.g., window sizes, block sizes, and sorting keys, rendering their manual specification superfluous. during this ... See full document
10
An Efficient Approach towards Duplicate Detection System
... To ensure scalability, [3] clustering approaches are considered which can use as input the new state-of-the-art scalable approximate join techniques to find similar items. The input to the clustering is the ... See full document
7
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 candidates ... See full document
6
Incremental Detection Of Redundancy And Data Pruning
... like duplicate entries may occur, creating knowledge cleansing and especially duplicate detection ...render duplicate detection processes ...deduplication. Progressive ... See full document
5
Usual Duplicate Detection Using Progressive Algorithms with Improving Efficiency Dr Ch GVN Prasad, M Veena & S Sai Sharat Chandra
... on progressive duplicate detection presented the progressive arrangedneighbourhood method and progressive ...of duplicate detection for state of affairs with inadequate ... See full document
7
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 ... See full document
5
A Scalable Approach To Detect A Duplicate Data Using PSNM And PB Algorithm
... paper, Progressive sorted neighborhood method and progressive blocking method is ...These approaches can produce result up to 100 percent and related work up to 30 percent when compare with ... See full document
6
DUPLICATE DETECTION USING PROGRESSIVE ARRANGED NEIGHBORHOOD METHOD AND PROGRESSIVE BLOCKING
... deduplication[1],[2],[7]. Progressive duplicate detection identifies most duplicate pairs early in the detection ...process, progressive approaches try to reduce the ... See full document
9
Algorithms for Efficient Duplicate Detection
... of duplicate detection for situations with limited execution time; they dynamically change the ranking of comparison candidates based on intermediate results to execute promising comparisons first and less ... See full document
9
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, ... See full document
5
Productive and Unquestioning Data Duplicate Detection Using REVISE
... truly scalable and general purpose duplication detection algorithms ...replicate detection in a lone relation is exactly request to XML facts and figures, due to the differences between the two facts ... See full document
7
Handling Duplicate Data Detection Of Query Result from Multiple Web Databases Using Unsupervised Duplicate Detection With Blocking Algorithm
... imprecise. Duplicate record detection techniques are crucial for improving the quality of the extracted ...of duplicate record detection in ... See full document
7
Duplicate Detection by Progressive Sorted Neighbor Method
... as duplicate entries might occur, making data cleansing and in particular duplicate detection ...render duplicate detection processes ...deduplication. Progressive ... See full document
8
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 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 ...for ... See full document
6
A Novel Approach For Progressive Of Duplicate Detection
... (extraction-based approaches) and those that abstract from the source documents (abstraction-based ...These approaches put strong emphasis on the form, aiming to produce a grammatical summary, which usually ... See full document
8
Duplicate Detection By Progressive Sorted Neighborhood Method
... Today, duplicate detection methods need to process ever larger datasets in ever shorter time: maintaining the quality of a dataset becomes increasingly ...novel, progressive duplicate ... See full document
7
A Novel Approach For Progressive Of Duplicate Detection
... introduced progressive data cleansingalgorithms for the analysis of sensor data ...these approaches cannot be applied toduplicate ...our approaches (alist of duplicates almost ordered by similarity), ... See full document
5
Progressive Replication Identification
... Duplicate detection is the process of identifying multiple representations of same real world ...Today, duplicate detection methods need to process ever larger datasets in ever shorter time: ... See full document
6
Duplicate Detection by Progressive Techniques
... [8]Efficient duplicate detection is an important task especially in large ...important approaches, blocking and windowing, for reducing the number of ... See full document
7
Related subjects