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  1. 1
    Classification and detection of intelligent house resident activities using multiagent

    Classification and detection of intelligent house resident activities using multiagent by ,, Mohd. Marufuzzaman, M. B. I., Raez, M. A. M., Ali, Rahman, Labonnah F.

    Published 2013
    “…The intelligent home research requires understanding of the human behavior and recognizing patterns of activities of daily living (ADL).However instead of understand the psychosomatic nature of human early projects in this area simply employed intelligence to the household appliance.This paper proposed an algorithm for detecting ADL.The proposed method is based on two opposite state entity extraction.The method reflects on the common data flow of smart home event sequence.The developed algorithm clusters the smart home events by isolating opposite status of home appliance. …”
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  2. 2
    A machine learning approach to predict the activity of smart home inhabitant

    A machine learning approach to predict the activity of smart home inhabitant by Marufuzzaman M., Tumbraegel T., Rahman L.F., Sidek L.M.

    Published 2023
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  3. 3
    An ensemble learning method for spam email detection system based on metaheuristic algorithms

    An ensemble learning method for spam email detection system based on metaheuristic algorithms by Behjat, Amir Rajabi

    Published 2015
    “…Recently, various techniques based on different algorithms have been developed. …”
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  4. 4
    Detection of energy theft and defective smart meters in smart grids using linear regression

    Detection of energy theft and defective smart meters in smart grids using linear regression by Yip, S.C., Wong, K., Hew, W.P., Gan, M.T., Phan, R.C.W., Tan, S.W.

    Published 2017
    “…In this paper, we design two linear regression-based algorithms to study consumers’ energy utilization behavior and evaluate their anomaly coefficients so as to combat energy theft caused by meter tampering and detect defective smart meters. …”
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  5. 5
    Antenna design using left-handed materials

    Antenna design using left-handed materials by Abd. Rahman, Tharek, Abdolee, Reza

    Published 2008
    “…In addition, the system performs sidelobe cancellation base on the chebyshev algorithm to optimize the antenna radiation pattern. …”
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  6. 6
    Digital beamforming implementation of switch-beam smart antenna system by using integrated digital signal processor and field-programmable gate array

    Digital beamforming implementation of switch-beam smart antenna system by using integrated digital signal processor and field-programmable gate array by Vakilian, Vida

    Published 2008
    “…Also, for more antenna radiation pattern optimization, the sidelobe cancellation is performed base on the chebyshev algorithm. …”
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  7. 7
    Null Steering Optimization Based MVDR Beamformer Using Hybrid PSOGSA Approach for Antenna Array System

    Null Steering Optimization Based MVDR Beamformer Using Hybrid PSOGSA Approach for Antenna Array System by Shahab, Suhail Najm, Ayib Rosdi, Zainun, Nurul Hazlina, Noordin, Izzeldin, I. Mohd, Abdullah, Wisam Dawood

    Published 2016
    “…In this work, interference reduction one of the major problem in wireless communication system, thus, hybrid Particle Swarm Optimization and Gravitational Search Algorithm (PSOGSA) approach is one of the modern hybrid metaheuristic optimization algorithm applied to the smart antenna system. …”
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  8. 8
    An enhanced minimum variance distortionless response beamformer techniques to reduce interference in array antenna system

    An enhanced minimum variance distortionless response beamformer techniques to reduce interference in array antenna system by Shahab, Suhail Najm

    Published 2017
    “…Second, hybrid Particle Swarm Optimization/Gravitational Search Algorithm (PSOGSA) is used to obtain a desired radiation pattern by enhancing the MVDR nulling level. …”
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  9. 9
    Design and optimization of linear array antenna based on the analysis of direction of arrival (DOA) estimation and beamforming algorithms

    Design and optimization of linear array antenna based on the analysis of direction of arrival (DOA) estimation and beamforming algorithms by Haji, Ibrahim A., Islam, Md. Rafiqul, Alam, A. H. M. Zahirul, Khalifa, Othman Omran, Khan, Sheroz, Abdullah, Khaizuran, Yussuf, Abubaker A.

    Published 2010
    “…Narrow beams are also attainted by implementing the complex weights created by LMS beamforming algorithm.…”
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  10. 10
    Character classification for license plate recognition system based on image processing using MATLAB

    Character classification for license plate recognition system based on image processing using MATLAB by Hashim, Mustafa Adil

    Published 2016
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  11. 11
    EEG-based fatigue detection using binary pattern analysis and KNN algorithm

    EEG-based fatigue detection using binary pattern analysis and KNN algorithm by Abd Rahman, Faridah, Roslizan, Iszan Uwais Amer, Gunawan, Teddy Surya, Fitriawan, Helmy, Kartiwi, Mira, Habaebi, Mohamed Hadi

    Published 2024
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  12. 12
    Antenna design using left-handed materials

    Antenna design using left-handed materials by Abd. Rahman, Tharek, Ngah, Razali, Ahmad, Mohd. Riduan, Abdolee, Reza, Leow, Chee Yen, I. A. Omer, Abdusamea, Osman Elsayed, Waiel Elsayed, Yusuf, Yusuf Ali, Pon, Lai Ly

    Published 2008
    “…In addition, the system performs sidelobe cancellation base on the chebyshev algorithm to optimize the antenna radiation pattern. …”
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  13. 13
    Performance Analysis of Smart Antenna Based on MVDR Beamformer using Rectangular Antenna Array

    Performance Analysis of Smart Antenna Based on MVDR Beamformer using Rectangular Antenna Array by Suhail Najm, Shahab, Ayib Rosdi, Zainun, Nurul Hazlina, Noordin, Ahmad Johari, Mohamad, Omar, Khaldoon A.

    Published 2015
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  14. 14
    A behavioral trust model for internet of healthcare things using an improved FP-growth algorithm and Naïve Bayes classifier

    A behavioral trust model for internet of healthcare things using an improved FP-growth algorithm and Naïve Bayes classifier by Azad, Saiful, Amin Salem, Saleh Bllagdham, Mahmud, Mufti, Kaiser, M. Shamim, Miah, Md Saef Ullah

    Published 2021
    “…Towards securing these frameworks through an intelligent TMM, this work proposes a machine learning based Behavioral Trust Model (BTM), where an improved Frequent Pattern Growth (iFP-Growth) algorithm is proposed and applied to extract behavioral signatures of various trust classes. …”
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  15. 15
    Tracking and recognizing the activity of multi resident in smart home environments

    Tracking and recognizing the activity of multi resident in smart home environments by Mohamed, Raihani, Perumal, Thinagaran, Sulaiman, Md. Nasir, Mustapha, Norwati, Abd Manaf, Syaifulnizam

    Published 2017
    “…Tracking and recognizing the functional activities in a smart home environment using ambient sensor technology is becoming an interesting field to discover. …”
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  16. 16
    Using content-based filtering and apriori for recommendation systems in a smart shopping system

    Using content-based filtering and apriori for recommendation systems in a smart shopping system by Pebrianti, Dwi, Ahmad, Denis, Bayuaji, Luhur, Wijayanti, Linda, Mulyadi, Melisa

    Published 2024
    “…Consequently, the primary objective of this study is to design and implement a recommendation system capable of iden-tifying suitable products and forecasting the purchase frequency for various product combinations, while also integrating this recommendation system with a smart shopping platform. To achieve this objective, the research employs machine learning techniques, specifically content-based filtering and the Apriori algorithm. …”
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  17. 17
    Artificial immune system assisted Minimum Variance Distortionless Response beamforming technique for adaptive antenna system

    Artificial immune system assisted Minimum Variance Distortionless Response beamforming technique for adaptive antenna system by Salem.s B., Kiong T.S., Paw J.K.S., Hock G.C.

    Published 2023
    “…The proposed algorithm has been simulated by using uniform linear antenna with multiple array elements, with 0.5? …”
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  18. 18
    A smart metering for energy management system via GSM-SMS based protocol

    A smart metering for energy management system via GSM-SMS based protocol by Fakharuddin, Azhar

    Published 2011
    “…The system design consists of a cellular based power monitoring system using SMS protocol for data transmission. …”
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  19. 19
    Non-Intrusive Electrical Load Monitoring and Identification: Approaches, Tools and a Case Study

    Non-Intrusive Electrical Load Monitoring and Identification: Approaches, Tools and a Case Study by Elixie A.E., Alkahtani A.A., Alkawsi G., Salle S.F., Fazea Y., Ekanayake J.

    Published 2023
    “…This paper adopts a non-intrusive load monitoring algorithm (NILM) to assist in generating a recommender system based on smart meter data. …”
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  20. 20
    Knowledge-based disk scheduling policy using fuzzy logic

    Knowledge-based disk scheduling policy using fuzzy logic by Abu Talip, Mohamad Sofian, Hassan Abdalla Hashim, Aisha, Aburas, Abdurazzag Ali, Alam, A. H. M. Zahirul, Asif, Ahmed

    Published 2010
    “…Narrow beams are also attainted by implementing the complex weights created by LMS beamforming algorithm.…”
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