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  1. 1
    Fraud detection in telecommunication using pattern recognition method / Mohd Izhan Mohd Yusoff

    Fraud detection in telecommunication using pattern recognition method / Mohd Izhan Mohd Yusoff by Mohd Yusoff, Mohd Izhan

    Published 2014
    “…The new algorithm is tested on simulated and real data where the results show it is capable of detecting fraud activities. …”
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  2. 2
    Vehicle Monitoring System Using Motion Detection Algorithms For USM Campus.

    Vehicle Monitoring System Using Motion Detection Algorithms For USM Campus. by Osman, Mohd. Azam, Talib, Abdullah Zawawi, Tan, Kian Lam, Wong, Poh Lee, Sabudin, Maziani

    Published 2007
    “…Maintaining security in university campuses is most definitely the talk of today. problems surface when security personnel need to constantly patrol the campus grounds to ,monitor activities of vehicles. With the possible introduction of the motion detection and character recognition algorithms in security systems of the future, vehicle identities such as license plate numbers can be captured and processed at the security post to make it possible for the vehicles to be monitored remotely. …”
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  3. 3
    Feature extraction for face recognition via Active Shape Model (ASM) and Active Appearance Model (AAM)

    Feature extraction for face recognition via Active Shape Model (ASM) and Active Appearance Model (AAM) by Iqtait, M., Mohamad, F.S., Mamat, M.

    Published 2018
    “…Precise and strong location of trait point is a complicated and difficult issue in face recognition. Cootes proposed a Multi Resolution Active Shape Models (ASM) algorithm, which could extract specified shape accurately and efficiently. …”
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  4. 4
    HUMAN MOTION ANALYSIS IN VIDEO SURVEILLANCE SYSTEM

    HUMAN MOTION ANALYSIS IN VIDEO SURVEILLANCE SYSTEM by LO , TIMOTHY YIN HONG

    Published 2019
    “…The essential component of any intelligent video surveillance was detection and tracking, followed by analysis and recognition that classify into type of human motion activities. …”
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    Final Year Project
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  5. 5
    Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System

    Evaluating the effect of voice activity detection in isolated Yoruba Word Recognition System by Aibinu, Abiodun Musa, Salami, Momoh Jimoh Eyiomika, Najeeb, Athaur Rahman, Azeez, J. F., Rajin, S. M. Ataul Karim

    Published 2011
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  6. 6
    Two-factor authentication smart entryway using modified LBPH algorithm

    Two-factor authentication smart entryway using modified LBPH algorithm by Ayop, Zakiah, Othman, Nur Fadzilah, Anawar, Syarulnaziah, Wan Mohamad Rosdi, Wan Mohamad Hariz, Looi, Wei Hua

    Published 2024
    “…The system employs the Local Binary Patterns Histograms for the full face recognition algorithm and modified LBPH algorithm for occluded face detection. …”
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  7. 7
    A Systematic Review of Metaheuristic Algorithms in Human Activity Recognition : Applications, Trends, and Challenges

    A Systematic Review of Metaheuristic Algorithms in Human Activity Recognition : Applications, Trends, and Challenges by John Deutero, Kisoi, Norfadzlan, Yusup, Syahrul Nizam, Junaini

    Published 2025
    “…Metaheuristic algorithms have emerged as promising techniques for optimizing human activity recognition (HAR) systems. …”
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  8. 8
    Fraud detection in telecommunication industry using Gaussian mixed model

    Fraud detection in telecommunication industry using Gaussian mixed model by Mohd Yusoff, Mohd Izhan, Mohamed, Ibrahim, Abu Bakar, Mohd Rizam

    Published 2013
    “…In this article, we propose a new fraud detection algorithm using Gaussian mixed model (GMM), a probabilistic model successfully used in speech recognition problem. …”
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  9. 9
    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
    “…Result shows that, the algorithm can successfully identify 135 unique tasks of different lengths.This algorithm is surely being an alternate way of pattern recognition in intelligent home.…”
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  10. 10
    Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions

    Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions by Nweke, Henry Friday, Teh, Ying Wah, Mujtaba, Ghulam, Al-Garadi, Mohammed Ali

    Published 2019
    “…Wearable devices, smart-phones and ambient environments devices are equipped with variety of sensors such as accelerometers, gyroscopes, magnetometer, heart rate, pressure and wearable camera for activity detection and monitoring. These sensors are pre-processed and different feature sets such as time domain, frequency domain, wavelet transform are extracted and transform using machine learning algorithm for human activity classification and monitoring. …”
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  11. 11
    Face recognition using PZMI, ANN and Ant colony algorithms / Milad Miri

    Face recognition using PZMI, ANN and Ant colony algorithms / Milad Miri by Milad , Miri

    Published 2018
    “…Algorithms developed for face recognition are tightly related to the rate of extracted face features. …”
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  12. 12
    Behavior Recognition In Video Surveillance System For Indoor Public Areas Using Artificial Immune System

    Behavior Recognition In Video Surveillance System For Indoor Public Areas Using Artificial Immune System by Abad, Azad

    Published 2008
    “…Behavior recognition and predicting the activities of people in public areas are still a major concern in image processing and artificial intelligence science. …”
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  13. 13
    Iris localisation using Fuzzy Centre Detection (FCD) scheme and active contour snake

    Iris localisation using Fuzzy Centre Detection (FCD) scheme and active contour snake by Mat Ibrahim, Masrullizam, Soraghan , John, Abd Manap, Nurulfajar

    Published 2014
    “…Iris localisation is a crucial operation in iris recognition algorithm and also in applications, where irises are the main target object. …”
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  14. 14
    Automatic Number Plate Recognition By Using Matlab

    Automatic Number Plate Recognition By Using Matlab by Kumaran, Vignes

    Published 2018
    “…This surveillance system is also used for home security, traffic monitoring and at ATM security. Human activity detection and tracking has increased in usage due to decreasing cost of video surveillance camera. …”
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    Monograph
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  15. 15
    Automatic Road Network Recognition and Extraction for Urban Planning

    Automatic Road Network Recognition and Extraction for Urban Planning by Bong, David B L, Lai, K.C., Joseph, A.

    Published 2009
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  16. 16
    ANN-based performance analysis on human activity recognition

    ANN-based performance analysis on human activity recognition by Elzein, Nahla Mohammed, Fakherldin, Mohammed, Abaker, Ibrahim, Mazlina, Abdul Majid

    Published 2020
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  17. 17
    ANN-based Performance Analysis on Human Activity Recognition

    ANN-based Performance Analysis on Human Activity Recognition by Elzein, Nahla Mohammed, Fakherldin, Mohammed, Abaker, Ibrahim, Mazlina, Abdul Majid

    Published 2020
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  18. 18
    A robust illumination-invariant face recognition based on fusion of thermal IR, maximum filter and visible image

    A robust illumination-invariant face recognition based on fusion of thermal IR, maximum filter and visible image by Rayner Pailus, Rayner Alfred

    Published 2020
    “…Face recognition has many challenges especially in real life detection, whereby to maintain consistency in getting an accurate recognition is almost impossible. …”
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  19. 19
    Abnormal Pattern Detection In Ppg Signals Using Time Series Analysis

    Abnormal Pattern Detection In Ppg Signals Using Time Series Analysis by Siti Nur Hidayah, Mazelan

    Published 2022
    “…This project’s objectives are to implement rule-based algorithm method for abnormal pattern detection in PPG signals, and to investigate the accuracy and performance of rule-based algorithm in detecting the abnormal pattern. …”
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    Undergraduates Project Papers
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  20. 20
    Rough Neural Networks Architecture For Improving Generalization In Pattern Recognition

    Rough Neural Networks Architecture For Improving Generalization In Pattern Recognition by Ali Adlan, Hanan Hassan

    Published 2004
    “…The algorithm enhances the recognition ability of the system compared to manual extraction and labeling of pattern classes. …”
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