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  1. 1
    A Fusion-Based Framework For Explainable Suicide Attempt Prediction

    A Fusion-Based Framework For Explainable Suicide Attempt Prediction by Nordin, Noratikah

    Published 2024
    “…Existing studies on the framework for predictive models using data-driven and knowledge-driven approaches are insufficiently explained and unable to provide an understandable prediction of suicide attempts for suicide prevention in a systematic way. …”
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  2. 2
    A noise filtering framework in multi-channel speech enhancement system for environmental noises / Pavani Cherukuru

    A noise filtering framework in multi-channel speech enhancement system for environmental noises / Pavani Cherukuru by Pavani , Cherukuru

    Published 2023
    “…This is to identify suitable algorithms for proposing a noise filtering framework for environmental noises. …”
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  3. 3
    An improved diagnostic algorithm based on deep learning for ischemic stroke detection in posterior fossa

    An improved diagnostic algorithm based on deep learning for ischemic stroke detection in posterior fossa by Muhd Suberi, Anis Azwani

    Published 2020
    “…Following that, a CAD system is established by integrating the proposed algorithmic framework. The performance and effectiveness of the proposed algorithmic are evaluated by the comparison with the gold standard provided by the radiologists. …”
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  4. 4
    Adaptive parameter control strategy for ant-miner classification algorithm

    Adaptive parameter control strategy for ant-miner classification algorithm by Al-Behadili, Hayder Naser Khraibet, Sagban, Rafid, Ku-Mahamud, Ku Ruhana

    Published 2020
    “…Pruning is the popular framework for preventing the dilemma of over fitting noisy data. …”
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  5. 5
    QoS based fair load-balancing: paradigm to IANRA routing algorithm for wireless networks (WNs)

    QoS based fair load-balancing: paradigm to IANRA routing algorithm for wireless networks (WNs) by Moghanjoughi, Ayyoub Akbari, Khatun, Sabira, Mohd Ali, Borhanuddin, Raja Abdullah, Raja Syamsul Azmir

    Published 2008
    “…Hence IANRA is able to prevent of the difficulties which exist in existing routing algorithms, such as Ad hoc On-Demand Distance Vector (AODV), AntNet etc. …”
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  6. 6
    GEOSPATIAL TEMPORAL FRAMEWORK ON LANDSLIDES MITIGATION STRATEGIES FOR PIPELINES

    GEOSPATIAL TEMPORAL FRAMEWORK ON LANDSLIDES MITIGATION STRATEGIES FOR PIPELINES by IBRAHIM, MUHAMMAD BELLO

    Published 2023
    “…These improvements in landslide susceptibility mapping were used to establish a landslide mitigation strategies framework for pipelines. The proposed framework is expected to help prevent the continued pipeline failures caused by landslides. …”
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  7. 7
    A new security framework to prevent denial of service and replay attacks for IEEE 802.11 wireless networks

    A new security framework to prevent denial of service and replay attacks for IEEE 802.11 wireless networks by Malekzadeh, Mina

    Published 2011
    “…The unprotected control frames can be exploited by the attackers to carry out DoS attacks. In order to prevent DoS attacks and guarantee wireless network availability, a new security framework is proposed which is called Authorized Control Frames (ACF). …”
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  8. 8
    A framework for malware identification based on behavior

    A framework for malware identification based on behavior by Mohamad Fadli, Zolkipli

    Published 2012
    “…Furthermore, a common approach in malware defence does not provide enough solution to prevent modern malware attacks. Considering the above issues, a new framework for malware identification based on behavior is proposed. …”
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  9. 9
    Integration of spectroscopy and chemometric analysis for food authentication: a review

    Integration of spectroscopy and chemometric analysis for food authentication: a review by Basri, Katrul Nadia

    Published 2025
    “…This review presents a comparative synthesis of algorithms for various types of food samples, highlighting the performance of predictive algorithms. …”
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  10. 10
    Performance analysis of ant colony's algorithm: load-balancing in QoS-based wireless mesh networks routing

    Performance analysis of ant colony's algorithm: load-balancing in QoS-based wireless mesh networks routing by Moghanjoughi, Ayyoub Akbari, Khatun, Sabira, Mohd Ali, Borhanuddin, Raja Abdullah, Raja Syamsul Azmir

    Published 2008
    “…This method is able to prevent some of the difficulties which have not been seen in the colony algorithms of ants. …”
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  11. 11
    Host Based Intrusion Detection and Prevention Model Against DDoS Attack in Cloud Computing

    Host Based Intrusion Detection and Prevention Model Against DDoS Attack in Cloud Computing by Jaber, Aws Naser, Mohamad Fadli, Zolkipli, Shakir, Hasan Awni

    Published 2018
    “…The current results represent a feasible outcome for a good intrusion detection and prevention framework for DDoS-cloud computing systems based on statistics and predicted techniques. …”
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  12. 12
    Methods of intrusion detection in information security incident detection: a comparative study

    Methods of intrusion detection in information security incident detection: a comparative study by Tan, Fui Bee, Yau, Ti Dun, M. N. M., Kahar

    Published 2018
    “…Focus will be given to research that have produced new intrusion detection algorithms, framework and model as well as their gaps in the research. …”
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  13. 13
    A real-time integrated fire detection and alarm (FDA) system for network based building automation

    A real-time integrated fire detection and alarm (FDA) system for network based building automation by Anwar, Farhat, Islam, Rounakul, Hussain, Sabahat, Rashid, Muhammad Mahbubur, Shaikh, Zuhaib

    Published 2017
    “…The framework shares information through the algorithm and communicates with each fire alarm panels connected in peer to peer configuration to declare the network state in every second using network address. …”
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  14. 14
    A reliable time base routing framework with seamless networking operation for SDN / Nauman Khan

    A reliable time base routing framework with seamless networking operation for SDN / Nauman Khan by Nauman , Khan

    Published 2024
    “…This thesis presents a preventive maintenance time-based routing framework (PMTRF) to optimize the recovery of data plane failures in SDN-based networks during maintenance, such as multiple links or switch failures. …”
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  15. 15
    Hybridization of enhanced ant colony system and Tabu search algorithm for packet routing in wireless sensor network

    Hybridization of enhanced ant colony system and Tabu search algorithm for packet routing in wireless sensor network by Husna, Jamal Abdul Nasir

    Published 2020
    “…Better performances were also achieved for success rate, throughput, and latency when compared to other hybrid routing algorithms such as Fish Swarm Ant Colony Optimization (FSACO), Cuckoo Search-based Clustering Algorithm (ICSCA), and BeeSensor-C. …”
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  16. 16
    Detection and analysis of fake reviews on online service portal

    Detection and analysis of fake reviews on online service portal by Liong, Yong Xuan

    Published 2022
    “…This strategy provides incorrect information to new customers who are looking to purchase such things or services, and as a result, a system that can identify and eliminate misleading reviews are required to solve the problem. In this paper, a framework of a Machine Learning based fake review detection model has been proposed to identify which classification algorithm is the most effective with the proposed framework.…”
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  17. 17
    Variable Neighborhood Descent and Whale Optimization Algorithm for Examination Timetabling Problems at Universiti Malaysia Sarawak

    Variable Neighborhood Descent and Whale Optimization Algorithm for Examination Timetabling Problems at Universiti Malaysia Sarawak by Emily Sing Kiang, Siew

    Published 2025
    “…Future studies could expand the scope of datasets to validate the centralized framework at the full institutional level rather than only at selected faculties. …”
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  18. 18
    Heart disease prediction using artificial neural network with ADAM optimization and harmony search algorithm

    Heart disease prediction using artificial neural network with ADAM optimization and harmony search algorithm by Alyaa Ghazi Mohammed, Mohd Zakree Ahmad Nazri

    Published 2025
    “…Heart diseases represent a leading global health concern, underscoring the imperative for innovative strategies in early detection and prevention to effectively mitigate risks and avert sudden fatalities. …”
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  19. 19
    Simulated Kalman Filter with modified measurement, substitution mutation and hamming distance calculation for solving traveling salesman problem

    Simulated Kalman Filter with modified measurement, substitution mutation and hamming distance calculation for solving traveling salesman problem by Suhazri Amrin, Rahmad, Zuwairie, Ibrahim, Zulkifli, Md. Yusof

    Published 2022
    “…The fundamental and standard algorithm were first introduced. Then, the work on the algorithm improvements was surveyed. …”
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  20. 20
    A preliminary lightweight random forest approach-based image classification for plant disease detection

    A preliminary lightweight random forest approach-based image classification for plant disease detection by Mashitah Ibrahim, Muzaffar Hamzah, Mohammad Fadhli Asli

    Published 2022
    “…In this study, we modified the structure of, RF model to improve the overall accuracy and accessibility, to transform it into a lightweight detection system. This lightweight framework is for cost-effective distribution with high performance without requiring extensive computational resources or complex algorithms. …”
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