Search Results - (( user evaluation result algorithm ) OR ( text classification using algorithm ))*
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1
An adaptive ant colony optimization algorithm for rule-based classification
Published 2020“…Experimental results proved that the proposed AGI-AntMiner algorithm is superior in two (2) aspects. …”
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2
Classification of credit card holder behavior using K Nearest Neighbor algorithm / Ahmad Faris Rahimi
Published 2017“…The more the algorithm use in a project the better performance will be in result.…”
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3
Classification of Google Play application using decision tree algorithm on sentiment analysis of text reviews / Aqil Khairy Hamsani, Ummu Fatihah Mohd Bahrin and Wan Dorishah Wan Abdul Manan
Published 2023“…The classifier’s accuracy and user-friendly interface make it a valuable tool for developers and users.…”
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4
Text spam messages classification using Artificial Immune System (AIS) algorithms
Published 2024thesis::master thesis -
5
ChoCD : Usable and secure graphical password authentication scheme
Published 2024thesis::master thesis -
6
Recommendation System Model For Decision Making in the E-Commerce Application
Published 2024thesis::doctoral thesis -
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Sentiment analysis of hotel reviews using Convolutional Neural Network / Sofea Aini Mohd Sufian
Published 2021“…So, the aim of this paper is to develop a prototype for hotel reviews using CNN Algorithm, to identify the requirements of CNN technique for text classification and also to evaluate the accuracy of CNN algorithm. …”
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8
Sentiment classification for malay newspaper using clonal selection algorithm / Nur Fitri Nabila Mohamad Nasir
Published 2013“…Secondly, the data was dividing by ratio 70:30 which are 700 newspaper’s sentences as the training data and 300 newspaper’s sentences as the testing data. The experimental results show that our method can achieve better performance in clonal selection algorithm sentiment classification and the data collected cannot be used at once in this model because training data is very time-consuming if using all the data. …”
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9
Diagnosis of eyesight using Improved Clonal Selection Algorithm (ICLONALG) / Nor Khirda Masri
Published 2017“…The result showed 50% in accuracy and gives the classification of the eye diseases that the user has suffered where the eye diseases can be classified into four types of eye diseases. …”
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10
Travel place recommendation system using K-Nearest Neighbors algorithm / Nur Amirah Shahidan
Published 2021“…As a conclusion, Travel Place Recommendation System has been successfully developed by using the attributes of the system which is place rating. The algorithm used in the recommendation system has been evaluated by using MAE, MSE and RMSE to calculate the accuracy of the algorithm. …”
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11
Intent-IQ: customer’s reviews intent recognition using random forest algorithm
Published 2025“…Customer review is a written evaluation provided by the consumer. The evaluation will cover the product, services provided, delivery service and experience. …”
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12
Classification and visualization on eligibility rate of applicant’s LinkedIn account using Naïve Bayes / Nurul Atirah Ahmad
Published 2023“…The classification results are visualized, allowing users to identify eligible applicants efficiently. …”
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13
Electronic Opinion Analysis System for Library (E-OASL)
Published 2020“…We needed to collect around 1200 raw data from the different types of user who are using university library to build our algorithm. …”
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Classification and visualization on eligibility rate of applicant’s LinkedIn account using Naïve Bayes / Nurul Atirah Ahmad, Khyrina Airin Fariza Abu Samah and Nuwairah Aimi Ahmad...
Published 2023“…The classification results are visualized, allowing users to identify eligible applicants efficiently. …”
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15
A conceptual model for the E-commerce application recommendation framework using exploratory search
Published 2024journal::journal article -
16
Improvement of land cover mapping using Sentinel 2 and Landsat 8 imageries via non-parametric classification
Published 2020“…The last phase involves developing a new fusion algorithm using SVM and Fuzzy K-Means Clustering (FKM) algorithms for Sentinel 2 data to enhance LCM accuracy. …”
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17
Detecting Remote-To-Local (R2L) attack using Decision Tree algorithm / Ahmad Nasreen Aqmal Mohd Nordin
Published 2024“…The key results encompass dataset preprocessing, Decision Tree classification model training, user interface development, and the evaluation of the Decision Tree model's performance. …”
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18
An improved recommender system based on normalization of matrix factorization and collaborative filtering algorithms
Published 2015“…Normalization shows good results but it is truly personalized from single user perspective and lacks other user’s opinion for the recommendation. …”
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19
Leaf condition analysis using convolutional neural network and vision transformer
Published 2024“…Besides, existing leaf disease detection programs do not provide an optimized user’s experience. As a result, although customers may receive an excellent interactive features programme, the backend algorithm is not optimized. …”
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Evaluating the usability of a Quranic theme extraction and visualization system using task-based usability testing
Published 2025“…Usability testing is crucial for evaluating the effectiveness and user experience of information retrieval systems. …”
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