Search Results - (( development through customization algorithm ) OR ( java pattern classification algorithm ))
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An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…Recently, various techniques based on different algorithms have been developed. However, the classification accuracy and computational cost are not satisfied. …”
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Thesis -
2
Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…Electing the best set of features will help to improve the classifier predictions in terms of the normal and abnormal pattern. The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. …”
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3
Predicting customer churn in telecommunication service provider industry using Random Forest / Wan Muhammad Naqib Zafran Wan Roslan
Published 2023“…This study aims to throughly explore the Random Forest algorithm, develop a robust Random Forest customer churn predictive model, and evaluate its performance in predicting customer churn within the internet service provider sector. …”
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Thesis -
4
Mathematical models and optimization algorithms for low-carbon Location-Inventory-Routing Problem with uncertainty
Published 2024“…Given the NP-Hard nature of the three models proposed in this thesis, two metaheuristic algorithms have been developed. A hybrid Particle Swarm Optimization-Bacterial Foraging Algorithm is developed for solving the single objective LIRP model. …”
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Sentiment analysis on airline reviews using Naive Bayes / Nurul Sarah Aliessa Che Harun
Published 2025“…This technique in the near future can further be enhanced through complex algorithms by applying it on bigger datasets also, which creates the platform for enhancement in customers' satisfaction and makes airlines smarter too.…”
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Thesis -
6
An Email to Readable Vietnamese Text Conversion Algorithm for Use in TTS Application
Published 2020“…Thus, there is need for developing automatic call center which is powered by artificial intelligence (AI), hence reducing operational costs through automation of calls, answering calls, conducting surveys, and receiving customer feedbacks. …”
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Conference or Workshop Item -
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Ant system with heuristics for capacitated vehicle routing problem
Published 2013“…The ASH algorithm is basically applied with its probabilistic decision rule and pheromone feedback to construct the sequences of customers to be visited in the CVRP solution. …”
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8
Customer profiling using K-means clustering method / Nik Asyraniasna Nik Mohd Asri
Published 2024“…Through the analysis of various customer data sets, such as people, products, promotion, place, the K-means algorithm can detect clusters that correspond to consistent client groups. …”
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9
Process Planning Optimization In Reconfigurable Manufacturing Systems
Published 2008“…On the other hand, the superior performance of the genetic algorithm that implements an extended diversity control mechanism demonstrates that more competent genetic algorithms can be designed through customized operators. …”
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10
Intent-IQ: customer’s reviews intent recognition using random forest algorithm
Published 2025“…Customer review is a written evaluation provided by the consumer. …”
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Sentiment analysis of customer review for Tina Arena Beauty
Published 2025“…This study aimed to develop a sentiment analysis model to classify customer reviews into positive and negative sentiments and visualize the results in an interactive dashboard. …”
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Student Project -
13
A study of customer retention and churn rate management through data mining and customer profiling of Malaysian mobile user
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Conference or Workshop Item -
14
Development of integrated models for distribution network design of perishable products
Published 2015“…A Lagrangian relaxationbased heuristic algorithm is developed to solve the model. The algorithm produces solutions that are within 0.027% of optimality gap.…”
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15
Restock management system by using market basket analysis / Nazrin Adnan
Published 2016“…Market Basket Analysis will analyze the frequent itemset that has been brought by customer while apriori algorithm will learn step by step each of the item through the purchases history. …”
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16
An indoor based push notification for location-based marketing using bluetooth smart ready technology / Nur Farehah Alias
Published 2017“…Therefore, this project has proposed a method called token based alert notification. There are three algorithm developed for token based alert notification which is tokenization algorithm, token matching algorithm and item identification algorithm. …”
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Thesis -
17
Customer analysis with machine vision
Published 2023“…Therefore, this study endeavors to develop a computer-vision solution that automates customer analysis on CCTV videos. …”
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Final Year Project / Dissertation / Thesis -
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Online Transaction Fraud Detection Using Backlogging On E-Commerce Website: A Review
Published 2024Article -
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PoshPick / Aiman Ariff Suliman ... [et al.]
Published 2023“…We want these targets to feel they are going through an easier way from the previous system. By proposing and developing the product, we hope we can ease the way of their current lifestyle.…”
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Entrepreneurship Project -
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