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Direct approach for mining association rules from structured XML data
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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…Attached sensors generate data and send these data to the Java Servlet application through a WIFI module. These data are processed and stored in appropriate formats in a MySQL server database. …”
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Mining Sequential Patterns Using I-PrefixSpan
Published 2007“…Sequential pattern mining is a relatively new data-mining problem with many areas of application. …”
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Conference or Workshop Item -
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A web-based implementation of k-means algorithms
Published 2022“…This stinginess of proximity measures in data mining tools is stifling the performance of the algorithm. …”
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Final Year Project / Dissertation / Thesis -
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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
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User-Device Authentication Model With Digital Certificate For Smartphone User
Published 2024thesis::master thesis -
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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. The proposed model will be tested and evaluated on both NSL-KDD and KDD-CUP 99 using several performance metrics.…”
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Thesis -
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Digital Certificate-based Authentication Model For Enhanced Smartphone Security
Published 2025journal::journal article -
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Digital certificate-based authentication model for enhanced smartphone security / A. H. Azni, Sakiinah Altaf Hussain and Najwa Hayaati Mohd Alwi
Published 2025“…Cryptography is pivotal in ensuring that only authorized devices can access data. This paper introduces an innovative authentication model for smartphones, integrating digital certificates and secret keys to securely encrypt and decrypt data. …”
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Price prediction model of green building based on machine learning algorithms / Nur Syafiqah Jamil
Published 2021“…Meanwhile, experiments using five common algorithms, Random Forest Regressor Model outperforms four (4) other algorithms in predicting the price of green building condominium, by training and validating the data-set using Split approach. …”
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Thesis -
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A framework of enhanced authentication for PDF textual documents using Zigzag-LSB embedding algorithm
Published 2024“…Least significant bits (LSB) were used by the techniques to encrypt authentication data. By dispersing the numbered original data as far away from the original locations as feasible, the strategies made use of specific numbering systems. …”
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Classification and visualization on eligibility rate of applicant’s LinkedIn account using Naïve Bayes / Nurul Atirah Ahmad
Published 2023“…The collected data from LinkedIn profiles then undergoes data preprocessing. …”
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Protection of the digital holy Quran using SAB hash function
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Proceeding Paper -
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Reliable access control for mobile cloud computing (MCC) with cache-aware scheduling
Published 2019“…Furthermore, the cache-based scheduling algorithm was upgraded to improve the response time of user jobs. …”
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Big data approach to sentiment analysis in machine learning-based microblogs: Perspectives of religious moderation public policy in Indonesia
Published 2024“…Public opinions collected as the big data to get the information about public sentiment with those issues. …”
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Employing Public Key Infrastructure to Encapsulate Messages During Transport Layer Security Handshake Procedure
Published 2022“…—The Transport Layer ensures that data is sent transparently between end-users while also enabling reliable data transfer services to the higher levels. …”
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Proceeding -
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Analyzing enrolment patterns: Stacked ensemble statistical learning-based approach to educational decision making
Published 2023“…The study’s primary objectives were to identify the determinants that impacted urban upper-secondary students' enrolment in Additional Mathematics within the Kuantan District, Pahang, Malaysia, and to develop a novel stacked ensemble machine learning algorithm based on these determinants, following the CRISP-DM data science methodology. …”
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An investigation into influence factor of student programming grade using association rule mining
Published 2010“…Researches indicated there are many factors can affect student programming performance.Thus, the aim of this study is to investigate the significant factors that may influence students programming performance based information from previous student performance using data mining technique. Data mining is a data analysis technique that able to discover hidden knowledge in database. …”
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