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  1. 1
    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. However, the classification accuracy and computational cost are not satisfied. …”
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  2. 2
    Features selection for intrusion detection system using hybridize PSO-SVM

    Features selection for intrusion detection system using hybridize PSO-SVM by Tabaan, Alaa Abdulrahman

    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. 3
    Process monitoring and fault detection in nonlinear chemical process based on multi-scale Kernel Fisher discriminant analysis

    Process monitoring and fault detection in nonlinear chemical process based on multi-scale Kernel Fisher discriminant analysis by Md Nor, Norazwan, Hussain, Mohd Azlan, Che Hassan, Che Rosmani

    Published 2015
    “…In this paper, a discrete wavelet transform (DWT) is applied to extract the dynamics of the process at different scales. The wavelet coefficients obtained during the analysis are used as input for the algorithm. …”
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  4. 4
    A keypoint based copy-move forgery detection and localization in digital images / Somayeh Sadeghi

    A keypoint based copy-move forgery detection and localization in digital images / Somayeh Sadeghi by Somayeh, Sadeghi

    Published 2015
    “…The true and false positive rates achieved by the proposed algorithm outperform several current detection algorithms.…”
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  5. 5
    Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan

    Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan by Adnan, Nurul Anis Suriana

    Published 2017
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  6. 6
    Evaluation of feature selection algorithm for android malware detection

    Evaluation of feature selection algorithm for android malware detection by Mazlan, Nurul Hidayah, A Hamid, Isredza Rahmi

    Published 2018
    “…MTF-IDF algorithm also proved that it could give appropriate scaling for all features in analyzing Android malware detection.…”
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  7. 7
    Node status detection and information diffusion in router network using scale-free network

    Node status detection and information diffusion in router network using scale-free network by Mahesar, Abdul Waheed, Messikh Azeddine, Azeddine, Shah, Asadullah, Wahiddin, Mohamed Ridza

    Published 2014
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  8. 8
    Bat Algorithm for Complex Event Pattern Detection in Sentiment Analysis

    Bat Algorithm for Complex Event Pattern Detection in Sentiment Analysis by Kabir Ahmad, Farzana, Kamaruddin, Siti Sakira, Yusof, Yuhanis, Yusoff, Nooraini

    Published 2021
    “…Thus, this study proposed a Bat Algorithm (BA) to address the complex learning structure of DBN in detecting sentiment patterns. …”
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    Monograph
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  9. 9
    Feature selection to enhance android malware detection using modified term frequency-inverse document frequency (MTF-IDF)

    Feature selection to enhance android malware detection using modified term frequency-inverse document frequency (MTF-IDF) by Mazlan, Nurul Hidayah

    Published 2019
    “…The TF-IDF algorithm is used to filter Android features filtered before detection process. …”
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  10. 10
    Software User Interface and Algorithm Development for Signal and Noise Characterization

    Software User Interface and Algorithm Development for Signal and Noise Characterization by Phoong, Wei Siang

    Published 2015
    “…The data from photodiode is read by LabVIEW software for further develop to obtain useful output data. The previous task done by senior is I/V converter and algorithm for detect location of photodiode are implement by using LM741 op-amp chip on printed circuit board. …”
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  11. 11
    A multi-scale dual-stage model for PV array fault detection, classification, and monitoring technique

    A multi-scale dual-stage model for PV array fault detection, classification, and monitoring technique by Siti Nor Azlina, Mohd Ghazali, Muhamad Zahim, Sujod

    Published 2022
    “…The experimental results show that the developed algorithm using supervised learning algorithms mutual with k-fold cross-validation has produced good performances in identifying six common faults of photovoltaic arrays, achieved 100% accuracy in fault detection, and achieved good accuracy in fault classification. …”
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  12. 12
    EOG-BASED SYSTEM FOR EYES MOVEMENT DETECTION

    EOG-BASED SYSTEM FOR EYES MOVEMENT DETECTION by IBRAHIM, MUHAMMAD FAIZ

    Published 2019
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    Final Year Project
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  13. 13
    Region duplication forgery detection technique based on keypoint matching / Diaa Mohammed Hassan Uliyan

    Region duplication forgery detection technique based on keypoint matching / Diaa Mohammed Hassan Uliyan by Diaa , Mohammed Hassan Uliyan

    Published 2016
    “…The proposed method have adopted statistical region merging (SRM) algorithm to detect small regions, and then Harris interest points are localized in angular radial partition (ARP) of a circular region which are invariant to rotation and scale transformations. …”
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  14. 14
    Eye-state analysis using an interdependence and adaptive scale mean shift (IASMS) algorithm

    Eye-state analysis using an interdependence and adaptive scale mean shift (IASMS) algorithm by Mat Ibrahim, Masrullizam

    Published 2014
    “…The design is based on an interdependence and adaptive scale mean shift (IASMS) algorithm. IASMS uses moment features to track and estimate the iris area in order to quantify the state of the eye. …”
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  15. 15
    A new vertical edge detection algorithm and its application

    A new vertical edge detection algorithm and its application by Al-Ghaili, Abbas Mohammed Ali, Mashohor, Syamsiah, Ismail, Alyani, Ramli, Abdul Rahman

    Published 2008
    “…We proposed a new and fast vertical edge detection algorithm (VEDA) which is based on the contrast between the gray scale values. …”
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  16. 16
    Artificial immune system based on real valued negative selection algorithms for anomaly detection

    Artificial immune system based on real valued negative selection algorithms for anomaly detection by Khairi, Rihab Salah

    Published 2015
    “…This shows that the Negative Selection Algorithms are equipped with the capabilities of detecting changes in data, thus appropriate for anomaly detection. …”
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  17. 17
    Integration of Image Processing Algorithm and Path Planning for Search and Rescue Robot

    Integration of Image Processing Algorithm and Path Planning for Search and Rescue Robot by Wong, Chun Yew

    Published 2017
    “…The focus of this project was to explore algorithms and techniques used in motion detection, object recognition and facial recognition, path finding as well as obstacle avoidance. …”
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    Final Year Project
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  18. 18
    Detection of smooth texture in facial images for the evaluation of unnatural contrast enhancement

    Detection of smooth texture in facial images for the evaluation of unnatural contrast enhancement by Ismail N.H.B., Chen S.-D.

    Published 2023
    “…This paper presents an algorithm for detecting smooth texture in facial images which is prone to unnatural contrast enhancement. …”
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  19. 19
    Integrated face and facial components detection

    Integrated face and facial components detection by Ho, Lip Chin, Hanafi, Marsyita, Salka, Tanko Danial

    Published 2015
    “…The system detects face, nose and mouth using three different classifiers, which were created based on the Viola-Jones method [1] and the eyes were detected using an Eye Detection method that consists of resolution reduction, identification of the eye candidates using eye filter [2] and eyes localization based on mean comparison. …”
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  20. 20
    Facial Drowsiness Signs Detection Algorithm Using Image Processing Techniques For Various Lighting Condition

    Facial Drowsiness Signs Detection Algorithm Using Image Processing Techniques For Various Lighting Condition by Yuri, Nur Fatin Izzati

    Published 2017
    “…In this project, the algorithm is developed based on four main algorithms which are the detection algorithm, the tracking algorithm, the preprocessing algorithm and the drowsiness signs analysis algorithm. …”
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