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VISUALIZATION OF GENETIC ALGORITHM BASED ON 2-D GRAPH TO ACCELERATE THE SEARCHING WITH HUMAN INTERVENTIONS.
Published 2012“…It is noted that active user intervention increases the acceleration of Genetic Algorithm towards an optimal solution. In proposed research work, the user is aided by a visualization based on the representation of multidimensional Genetic Algorithm data on 2-0 space. …”
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2
An experimental study of modified black hole algorithms
Published 2018“…The black hole has been found theoretically in the studies of the universe as a star having massive mass and gravity. The BH algorithm is a population-based method which uses more than one agent to find a solution in a search space. …”
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3
Prime-based method for interactive mining of frequent patterns
Published 2010“…Thus far, a few efficient interactive mining algorithms have been proposed. …”
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4
User to user topic recommendation model for student social interaction
Published 2025“…This model can be used in a working setting to trigger social interactions based on mutual interest. …”
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The performance of Taguchi�s T-method with binary bat algorithm based on great value priority binarization for prediction
Published 2023“…This paper proposes an optimization algorithm based on the Binary Bat algorithm methodology for replacing the conventional orthogonal array approach. …”
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Particle swarm optimization with deep learning for human action recognition
Published 2021“…If the scene is stationary, the identification of the moving people is addressed based on the correlation tracking technique. Finally, a deep learning neural network is used to evaluate the methodâ��s effectiveness. …”
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Taguchi's T-method with nearest integer-based binary bat algorithm for prediction
Published 2023“…In this paper, a swarm-based binary bat optimization algorithm with a nearest integer discretization approach is integrated with the Taguchi�s T-method. …”
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Nomadic people optimizer (NPO) for large-scale optimization problems
Published 2019“…The NPO was tested and evaluated based on sixty unconstrained benchmark test functions. …”
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9
Solving large-scale problems using multi-swarm particle swarm approach
Published 2018“…The proposed approach strived to scale up the application of the (PSO) algorithm towards solving large-scale optimization tasks of up to 1000 real-valued variables. …”
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Framework for stream clustering of trajectories based on temporal micro clustering technique
Published 2018“…As a response towards the limitations of time window technique and the offline preprocessing methods, a framework for stream clustering of trajectories based on temporal micro clustering technique (SCT-TMC) is proposed. …”
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11
Developing framework for natphoric computer-aided web-based kansei engineering / Mohammad Bakri Che Haron
Published 2013“…Kansei Engineering (KE) is a technology that provides an insight into consumers psychological feelings when interacting with a product. …”
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12
Design and development of elective courses recommender system (ECORS)
Published 2017“…This project aimed to design and develop an elective course recommender system for the purpose of providing recommendation of elective courses based on student's interest. A rule-based algorithm is chosen to use in this project. …”
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Final Year Project Report / IMRAD -
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Sentiment Analysis of Sexual Harassment in Malaysia on Twitter Using Machine Learning Algorithms
Published 2023“…While various studies have explored sentiment analysis of sexual harassment, none of it is locally analyzed based on Malaysia region only. Hence, in this report, tweets regarding sexual harassment in Malaysia are extracted using a list of keywords by semi�autonomous data annotation to get the correct labelling of the data. …”
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A hybrid unsupervised approach toward EEG epileptic spikes detection
Published 2018“…Moreover, since epileptic spike detection is a vital component of epilepsy source localization, therefore this algorithm can be utilized for EEG-based pre-surgical evaluation of epilepsy.…”
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Exploring classification for sentiment analysis from halal based tweets
Published 2021“…The most important part of sentiment analysis is to evaluate a body of text to comprehend the opinion expressed by it. …”
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An Agent-Based System with Personalization and Intelligent Assistance Services for Facilitating Knowledge Sharing
Published 2006“…The performance of KSFaci is evaluated using a four-factor evaluation metrics covering the user profile preciseness, recommendation service, staff directory and document repository. …”
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17
Energy efficient cluster head distribution in wireless sensor networks
Published 2013“…PSO is lightweight heuristic optimization algorithm with each CH will move towards the best solutions by individual interaction with one another while learning from their own experience. …”
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18
Discrete wavelet packet transform for electroencephalogram-based emotion recognition in the valence-arousal space
Published 2015“…The first experiment was aimed to evaluate the performance of Discrete Wavelet Packet Transform (DWPT) in extracting relevant features, while the second experiment was conducted to identify the combination of electrode channels that optimally recognize emotions based on the valence-arousal model. …”
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Web page design for electronic commerce / Lee Fong Wai
Published 2003“…The seventh part covers the system testing to prove that whether the system can perform based on the system requirements and specifications. …”
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A Modified ACO-based Search Algorithm for Detecting Protein Functional Module From Protein Interaction Network
Published 2015“…Various graph clustering algorithms have been applied to protein interaction networks for detecting protein functional modules. …”
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