Search Results - ((((good processing) OR (((text processing) OR (query processing))))) OR (pre processing))

K Nearest Neighbor Joins And Mapreduce Process Enforcement For The Cluster Of Data Sets In Bigdata by Md Shah, Wahidah, Othman, Mohd Fairuz Iskandar, Hussian Hassan, Ali Abdul, Talib, Mohammed Saad, Mohammed, Ali Abdul Jabbar

“…K Nearest Neighbor Joins (KNN join) are regarded as highly primitive and expensive operations in the data mining.The efficient use of KNN join has proven good results in finding the objects from two data sets prevailed in the huge databases.This has been achieved with the combination of K-Nearest Neighbor query and join operation to find the distinct objects from different data sets.MapReduce is a newly introduced program with the combination of Map Procedure method and Reduce Method widely used in BigData.MapReduce is enriched with parallel distributed algorithm to find the results on a cluster of data sets in BigData.In this paper,the combination of KNN join and MapReduce methods are utilized on the cluster of data sets in BigData for knowledge discovery.Exploring the pinpoint data from huge data sets stored in Big Data demands the distributed large scale data processing.The present research paper is focusing on generic steps for KNN joins exploration operations on MapReduce.The operations of KNN Join are targeted to perform the data partitioning and data pre-processing and necessary calculations.By utilizing the combination of KNN joins with MapReduce methods on BigData data sets will demonstrate a solution for complex computational analysis. …”
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PS+Pre/Post: a novel structure and access mechanism for wireless XML stream supporting twig pattern queries by Mirabi, Meghdad, Ibrahim, Hamidah, Fathi, Leila

“…However, existing indexing methods cannot process twig pattern XML queries. In this paper, we propose a novel structure for streaming XML data called PS+Pre/Post by integrating the path summary technique and the pre/post labeling scheme. …”
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Investigation of evolutionary multi-objective algorithms in solving view selection problem / Seyed Hamid Talebian by Talebian, Seyed Hamid

“…One of the ways for resolving this problem is by using pre-computed results of queries. In this approach, results of possible queries are computed in advance and whenever a user submits a query, instead of referring to the main table with enormous numbers of records, a proper pre-computed result is fetched and used for answering the query. …”
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User interestingness for pre-fetching in mobile environment by Darus, Roziyah, Ibrahim, Hamidah, Othman, Mohamed, Affendey, Lilly Suryani

“…Due to this complication, new method is introduced where it requires data mining technique to improve the pre-fetching process. Previously, the pre-fetched data item is filtered using an data driven measurement for data interestingness and the data generated are based on the structure of a query pattern and quantified using statistical methods. …”
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System for retrieving similar sentences from Malay translation of the Al-Quran / Nur Farhana Rasip by Rasip, Nur Farhana

“…The first process was pre-processing the data and used Bigram Language Model to retrieve similar sentences. …”
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Query translation technique in cross-lingual information retrieval aproach for intellectual property documents / Muhamad Safwan Dermawan by Dermawan, Muhamad Safwan

“…Query translation is a process of translating user query's language to the documents' language and target output. …”
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Information fusion of text and visual features for multi-modality medical information retrieval / Hizmawati Madzin by Madzin, Hizmawati

“…Multi-modality Medical Information Retrieval System (M3IRS) text-based framework consists of four main components which are document pre-processor, query processor, retrieval process and ranking strategies. …”
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Adaptive model for semantic question answering disambiguation over linked data by Sofian, Hazrina

“…Most existing researches modify the question, manually; select only certain patterns of NL questions or select only simple questions from the dataset. Moreover, certain processes are semi-automated as some SQAs rely heavily on pre-determined lexicon knowledge for word disambiguation or manually annotate mapping for the SPARQL query constructions. …”
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Content based images retrieval (CBIR) by using colour based properties query / Mohd Zuhairi Ghazali by Ghazali, Mohd Zuhairi

“…In pre-processing stage for the proposed CBIR system, features of images data that stored in the image database have been extracted and formed in the features vector and will be stored in feature database.…”
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Experiment with text summarization as a positive hierarchical fuzzy logic ranking indicator for domain specific retrieval of Malay translated hadith by Bin Rodzman S.B., Kamal Ismail N., Rahman N.A., Ahmad Aljunid S., Rahman H.A., Nor Z.M., Muhammad Naim Ku Khalif K., Yunus Mohd Noor A.

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Experiment with Text Summarization as a Positive Hierarchical Fuzzy Logic Ranking Indicator for Domain Specific Retrieval of Malay Translated Hadith by bin Rodzman, SB, Ismail, NK, Rahman, NA, Aljunid, SA, Rahman, HA, Nor, ZM, Khalif, KMNK, Noor, AYM

A fractional number based labeling scheme for dynamic XML updating by Nooshabadi, Meghdad Mirabi, Ibrahim, Hamidah, Fathi, Leila, Mamat, Ali, Udzir, Nur Izura

“…Recently, XML query processing based on labeling schemes has been proposed. …”
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Development of text extraction and recognition prototype using Adaptive Resonance Theory 1 (ART1) neural network / Iffarini Idris by Idris, Iffarini

“…During the pre-processing stage, images were converted to binary image. …”
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The Design of Pre-Processing Multidimensional Data Based on Component Analysis by Jasni, Mohamad Zain, Rahmat Widia, Sembiring

“…RapidMiner is used for data pre-processing using FastICA algorithm. Kernel K-mean is used to cluster the pre-processed data and Expectation Maximization (EM) is used to model. …”
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Elimination of salicide residues in wafer fabrication front-end pre-metal layer cleaning process by Ong, Johann

“…Wafer fabrication for integrated circuit is one of the most complicated process in semiconductor manufacturing industry. High yield is always the ultimate goal to achieve hence a good defect management is the key to ensure the goal is met. …”
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A New Unsupervised Technique to Analyze the Centroid and Frequency of Keyphrases from Academic Articles by Miah, Mohammad Badrul Alam, Suryanti, Awang, Rahman, Md Mustafizur, Sanwar Hosen, A. S. M., Ra, In-Ho

“…To begin, the technique collects multiple datasets from diverse sources, which are then input into the data pre-processing step by utilizing some text pre-processing processes. …”
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E-Hadith DV: Hadith scriptures in Syafie Madhhab retrieval using data visualization / Nor Faezahtul Salme Norhisam by Norhisam, Nor Faezahtul Salme

“…First, the hadith data and the user query will go through the pre-processing method. …”
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The Effect of using Word-Processing Software and Printed Material Towards Form Four Student’s Essay Writing on the Aspect of Achievement, Attitude and Writing Quality by Ayob, Adenan

“…The outcome of the pre tests for both groups showed no significant difference in students’ achievement whether they were using Word-Processing or using pen, pencil and paper. …”
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Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study by Abd Rasid, Mamat, Mohamad Afendee, Mohamed, Norkhairaini, Abdul Rawi, Wan Suryani, Wan Awang, Fadhilah, Ahmad, Nurul Hanis, Abd Rasid

“…The results of the questionnaire were used in the system development process in which the Analytic Hierarchy Process (AHP) technique is integrated. …”
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Keyword query processing interface model of ontological natural language manipulation by Hasany, Syed Muhammad Noman

“…The process of manipulating both type of natural language (NL) queries are supported by Ontologies. …”
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