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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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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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Mining Sequential Patterns using I-PrefixSpan
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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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Pattern Recognition for Human Diseases Classification in Spectral Analysis
Published 2022“…On the other hand, classification methods are techniques or algorithms used to group samples into a predetermined category. …”
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Forensic accountants, auditors and fraud capability and competence requirements in the Nigerian public sector
Published 2014“…Importantly, this research employed the second generation statistical analysis tools of PLS-SEM and IBM SPSS. The ten out of fifteen hypotheses were tested through the use of PLS-SEM algorithm and bootstrap techniques on the hypothesized relationships while the remaining five hypotheses of differences among groups were tested using the Mann-Whitney U Test. …”
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Development of robust procedures for partial least square regression with application to near infrared spectral data
Published 2021“…In the in-processing, the PLSR model is very sensitive to the optimal number of PLS components used in the model fitting process. …”
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An integrated model for production line balancing planning
Published 2012“…Each station has several variables such as car parts,materials, task's number,cycle time,number of workers,etc.The task's numbers depend on the number of car parts and pieces depending on the type of car.To complete tasks at the station,the workers need time to weld the pieces to the structure of the car.The cycle times of these tasks are not equal in each station and shop.The unbalance cycle time stations create queuing and idle time.The Production Line Balancing Problem (PLBP) is one of the main focuses of research in automobile manufacturing.The problem in PLBP is the queuing and the idle time during task achievement that is an obstacle to efficient assembly line.Moreover,the unbalancing problems also include the tasks number and the number of workers among the stations.In addition,the unbalancing problem includes the unbalance between the quantity of the customers demand and the production quantity,which are the Production Line Planning (PLP) problems.This study used a new method to solve these problems.The new method is the Multi-Objectives Model (MOM) combined with the Genetic Algorithm(GA)system (MOM/GA). …”
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Hybrid Model for Production Plan
Published 2014“…In this book The Hybrid Model (HM) used a new method to solve the PLP problem. The HM is involving the Simulation Model (SM), Multi-Objectives Model (MOM), and Genetic Algorithm (GA) system. …”
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Influences of Cost Factors Affecting Technical Performance of Local Government Projects in Nigeria: A Partial Least Square-Structural Equation Modeling (PLS-SEM) Approach
Published 2016“…A Warp partial least square-structural equation modeling (PLS-SEM) software algorithm was used for the analysis of collected data. …”
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Effective use of artificial intelligence by Malaysian manufacturing firms to enable sustainability 4.0
Published 2023“…In this project, Fornell-Larker parameters are used to test the measurement algorithm for the research's discriminant validity. 380 valid questionnaires returnedback and conducted the calculation of the algorithm's assessment to constructs' validity and realibility assessment, discriminant validity using HTMTand Fornell-Larker approaches. …”
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Final Year Project / Dissertation / Thesis -
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The effect of balanced scorecard on business performance : a mediating effect of new product development success in food and beverage industry in Malaysia
Published 2020“…The theoretical framework was created based on previous literature and model validity was measure using Smart PLS 3.2.8. The PLS–SEM algorithm showed the highest outer loading value, which invariably met the threshold cut off value. …”
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The effectiveness of energy management system on energy efficiency in the building
Published 2017“…Data were collected from Nigerian universities via a structured questionnaire survey using the entire census.Partial Least Squares (PLS) algorithm and bootstrap techniques were used to test the study’s hypothesis.The result revealed that quality culture had a significant positive effect on university performance.Based on the empirical evidence, quality culture is paramount to the success of university; therefore, universities should develop a good practice of quality culture for better performance.Improved university performance can address the problem of low-quality universities.The outcome of this study provides significant contributions to the literature.…”
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The mediating role of quality culture on the relationship between talent management and organization performance
Published 2017“…Partial Least Squares (PLS) algorithm and bootstrap techniques were used to test the hypotheses of the study.The result revealed that talent management dimensions and quality culture had a significant positive effect on university performance.Also, the results reveal that quality culture mediated the relationship between talent retention, talent development, and performance, but it did not mediate the relationship between talent attraction and performance of universities in QS ranking. …”
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Conference or Workshop Item -
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The influence of human resource management practices, organisational ethical climate and organisational learning capability on corporate environmental citizenship
Published 2017“…The data were then analysed by using PLS algorithm and the bootstrapping procedure. …”
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Bayesian network of influence of sociodemographic variables on dengue related knowledge, attitude, and practices in selected areas in Selangor, Malaysia
Published 2019“…The data collected was used to learn the structure of BN via some known algorithms using R programming language. …”
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