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

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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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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Adaptive model for semantic question answering disambiguation over linked data by Sofian, Hazrina

“…These achievements empower autonomous processing of translating NL questions to the SPARQL queries that involves users with unpredictable style of question writings against the linked data that is incrementally growing in terms of size and complexity.…”
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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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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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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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A systematic literature review of skyline query processing over data stream by Mohamud, Mudathir Ahmed, Ibrahim, Hamidah, Sidi, Fatimah, Rum, Siti Nurulain Mohd, Dzolkhifli, Zarina Binti, Xiaowei, Zhang, Lawal, Ma’aruf Mohammed

“…Although an abundance of skyline query processing techniques have been proposed, there is a lack of a Systematic Literature Review (SLR) on current research works pertinent to skyline query processing over data stream. …”
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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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Efficient top-k continuous query processing over sliding window model (SWM) method on uncertain data stream by Wahab, Raja Azhan Syah Raja, Rum, Siti Nurulain Mohd, Ibrahim, Hamidah, Ishak, Iskandar

“…Query processing using the Uncertain Data Stream (UDS) can be complex in many technological scenarios due to inconsistencies, unclear information, and interpretation latency. …”
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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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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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Investigation of evolutionary multi-objective algorithms in solving view selection problem / Seyed Hamid Talebian by Talebian, Seyed Hamid

“…Since analytical queries are complex and take a long time to be processed under normal circumstance, there is a need for a strategy to improve the speed of such queries. …”
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Efficient management of Top-k queries over Uncertain Data Streams with dynamic Sliding Window Model by Raja Wahab, Raja Azhan Syah

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Collaborative caching for distributed mobile database query processing by Elfaki, Mohamed Ahmed, Ibrahim, Hamidah, Mamat, Ali, Othman, Mohamed

“…Since our approach deals with continuous query, we propose a framework for improving the process of continuous query mechanism that caches and shares the query’s result among the nodes within the same cluster or with external database (neighbors cluster or main data server).…”
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JQPro: Join query processing in a distributed system for Big RDF data using the hash-merge join technique by Nahla Mohammed Elzein, Mazlina Abdul Majid, Ibrahim Abaker Targio Hashem, Ashraf Osman Ibrahim Elsayed, Anas W. Abulfaraj, Faisal Binzagr

“…To address this complication, we introduce a join query processing model for big RDF data, called JQPro. …”
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An efficient approach for processing skyline queries in incomplete multidimensional database by Alwan, Ali Amer, Ibrahim, Hamidah, Udzir, Nur Izura, Sidi, Fatima

“…In recent years, there has been great attention given to skyline queries that incorporate and provide more flexible query operators that return data items (skylines) which are not being dominated by other data items in all dimensions (attributes) of the database. …”
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Accuracy of queries for storage space optimisation in green data centre by Rabatul Aduni, Sulaiman

“…Another table in this situation is referred to the proxy map table. The query is needed in the retrieval process. But, it needs to make sure that the query is more simple and able to retrieve the data. …”
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loT database for non structured data type by LOH, YI LING

“…With FastTextProcessor, users can query data directly from the file directory, accelerate the data extraction process. …”
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Uncertain data: Forms, Semantics, Processing Queries / Trieu Minh Nhut Le, Thanh Ngoc Thi Nguyen, and Dung Hoang Thi Ngoc by Trieu, Minh Nhut Le, Thanh, Ngoc Thi Nguyen, Dung, Hoang Thi Ng

“…In this paper, we first review and classify types of uncertain data in specific scenario. Secondly, some cases of queries processing to demonstrate the semantics on uncertain data are analysed based on their answers. …”
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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. …”
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