[PDF] Top 20 Algorithms for Efficient Duplicate Detection

... duplication detection. Duplicate detection is process of detecting all cases of multiple method of same real world ...naive detection algorithm using intelligent guesses which records have a ... See full document

... After the pre-processing, the PB algorithm starts graduallyspreading the most promising block pairs. In each loop, PB first takes those block pairs best BPs from the bPairs-list that reported the highest duplicate ... See full document

... important algorithms in this area are Blocking [9] and sorted neighborhood method ...[12] algorithms the existence of duplicate records constitutes a problem which is becoming increasingly alarming ... See full document

... spam detection research should focus on dealing with cunning spams which evolve naturally and ...spam detection system is designed, which possesses an efficient near-duplicate matching scheme ... See full document

... the Detection system includes Input unit, web crawler, html converter, tree constructer, comparator, storage module, Presentation ...algorithm/technique. Algorithms may be used basis on hash function, ... See full document

... draw the attention of network administrator to suspicious activity by sending alerts [16]. An inline intrusion detection system or Intrusion Prevention System (IPS) actively filters exploits from traffic in ... See full document

... clean duplicate data for improving data quality and also to support any subject oriented ...work, efficient duplicate detection and duplicate elimination approach is developed to obtain ... See full document

... [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

... [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

... progressive algorithms, which try to report most matches early on, while possibly slightly increasing their overall ...progressive duplicate detection algorithms namely progressive sorted ... See full document

... near duplicate images and for constructing LSH-based ...the efficient and effective detection of near duplicate ...for detection. This accelerates the detection and also obtains ... See full document

... "prediction algorithms." Prediction algorithms have made a revolution in how we see data in the future and have shown great advancement in ... See full document

... (PDA) detection model is named NAODV is proposed. Detection and isolation of small node is based on cooperative participation of nodes different communication based on TRUST level of the ...Conventional ... See full document

... The MIR-Flickr image dataset (Huiskes and Lew, 2008; Huiskes et al., 2010) consists of one million “interesting” images downloaded from the website flickr.com through its public API. The “interesting- ness” of the images ... See full document

... high detection rate, together with a low false detection rate, one need to design a specific and sensitive classifier that takes the imbalanced data distribution into consideration ... See full document

... algorithms, the two satellite images should be normalized by using pre-processing techniques like image enhancement, geometric correction and re-sampling. After pre-processing process, these images were subjected ... See full document

... partitions.The algorithms presented in our paper use a globalranking for the comparisons and consider the limitedamount of available main ...ofthe algorithms introduced by Whang et ... See full document

... Extractive and Abstractive. In our proposed system, we have chosen extractive summarization for the study purpose. What characteristics a sentence should possess to grab the position in the summary, is the core question ... See full document

... clustering algorithms in duplicate detection, The presence of duplicate records could be a major knowledge quality concern in massive ...duplication detection or record linkage is ... See full document

... There is a rise in popularity of Question and Answering forums in recent years. The forums allow users to post, browse, search and an- swer questions. Q&A forum acts not only as a medium for knowledge sharing , but ... See full document