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  1. 1
    Modelling Autonomous Evacuation Navigation System (AENS) for optimal route using Dijkstra's algorithm

    Modelling Autonomous Evacuation Navigation System (AENS) for optimal route using Dijkstra's algorithm by Abu Samah, Khyrina Airin Fariza

    Published 2016
    “…Moreover, fire detection system and evacuation system operate independently whereby fire alarm control panel system (FACPS) only receives the signal and thereafter, the evacuation process takes parts without any information about the hazardous fire location. …”
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  2. 2
    The banjir rescue: an IoT-based flood evacuation center system / Nur Aliah Syamsurial

    The banjir rescue: an IoT-based flood evacuation center system / Nur Aliah Syamsurial by Syamsurial, Nur Aliah

    Published 2020
    “…Finally, the selection is made where the algorithm will choose the nearest evacuation center to the victims. …”
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  3. 3
    Adaptive emergency evacuation centre management for dynamic relocation of flood victims using firefly algorithm

    Adaptive emergency evacuation centre management for dynamic relocation of flood victims using firefly algorithm by Che Pa, Noraziah, Hashim, Nor Laily, Yusof, Yuhanis, Hussain, Azham

    Published 2016
    “…Therefore, this article proposes a decision aid model to be utilized in realizing an adaptive emergency evacuation centre management system. This study undergoes two main phases; development of algorithm and models, and development of a web-based and mobile app. …”
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  4. 4
    Applied Artificial Bee Colony Optimization Algorithm in Fire Evacuation Routing System

    Applied Artificial Bee Colony Optimization Algorithm in Fire Evacuation Routing System by Wang, Chen, Wood, Lincoln Christopher, Li, Heng, Aw, Zhenye, Keshavarzsaleh, Abolfazl

    Published 2018
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  5. 5
    The application of firefly algorithm in an adaptive emergency evacuation centre management (AEECM) for dynamic relocation of flood victims

    The application of firefly algorithm in an adaptive emergency evacuation centre management (AEECM) for dynamic relocation of flood victims by Che Pa, Noraziah, Hashim, Nor Laily, Yusof, Yuhanis, Hussain, Azham

    Published 2016
    “…This study undergoes two main phases; development of algorithm and models, and development of a web-based and mobile app.The proposed model operates using Firefly multi-objective optimization algorithm that creates an optimal schedule for the relocation of victims and resources for an evacuation centre.The proposed decision aid model and the adaptive system can be applied in supporting the National Security Council’s respond mechanisms for handling disaster management level II (State level) especially in providing better management of the flood evacuating centres.…”
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  6. 6
    Banjir rescue: IOT-based flood evacuation center / Nor Azimah Khalid ... [et al.]

    Banjir rescue: IOT-based flood evacuation center / Nor Azimah Khalid ... [et al.] by Khalid, Nor Azimah, Syamsurial, Nur aliah, Mohamed Noor, Noorhayati, Abdullah, Shapina

    Published 2025
    “…Finally, the selection is made where the algorithm will choose the nearest evacuation center to the victims. …”
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  7. 7
    Modification of dijkstra's algorithm for safest and shortest path during emergency evacuation

    Modification of dijkstra's algorithm for safest and shortest path during emergency evacuation by Khyrina Airin Fariza, Abu Samah, Burairah, Hussin, Abd Samad, Hasan Basari

    Published 2015
    “…Intelligent autonomous evacuation navigation (AEN) system manages to solve wayfinding problems during emergency evacuation, especially for those who are not familiar with the building. …”
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  8. 8
    Enhanced multi-agent approaches for efficient evacuation and rescue operations in managing disasters

    Enhanced multi-agent approaches for efficient evacuation and rescue operations in managing disasters by Abusalama, Jawad

    Published 2025
    “…This study addresses disaster management within Multi-Agent System (MAS) environments, focusing on two critical phases: evacuation and rescue. …”
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  9. 9
    Mobile Crowd Steering Evacuation Model via Agent Based Simulation by Applying the Social Force Model

    Mobile Crowd Steering Evacuation Model via Agent Based Simulation by Applying the Social Force Model by Norhaida, Binti Hussain, Wai Shiang, Cheah, Wai Loke, Seng

    Published 2025
    “…Many researchers have created simulation evacuation models to test evacuation systems' ability to optimize evacuation time. …”
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  10. 10
    Development of IoT-based automated dynamic emergency response system against fire incidents in academic building

    Development of IoT-based automated dynamic emergency response system against fire incidents in academic building by Al-Hady, Syed Mohammed Zakaria, Islam, Md Rafiqul, Rashid, Muhammad Mahbubur

    Published 2023
    “…By leveraging the power of IoT technology, machine learning algorithms and BIM, the proposed system aims to reduce the impact of fire disasters by providing accurate and timely information, route optimization and facilitating effective evacuation and rescue efforts. …”
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  11. 11
    Earthquake location detector system (ELDS)

    Earthquake location detector system (ELDS) by Surwindraj Ang Soon Lee

    Published 2024
    text::Final Year Project
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  12. 12
    Optimizing Crowd Evacuation In The Emergency Route Planning Problem

    Optimizing Crowd Evacuation In The Emergency Route Planning Problem by Khalid, Mohd Nor Akmal

    Published 2015
    “…In this study, an integrated evacuation planning framework utilizing crowd evacuation model and an artificial immune system (AIS) algorithm, called iEvaP, was proposed. iEvaP was validated against Lu et al. (2003) and its parameters were calibrated for optimum performance.…”
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  13. 13
    Enhancement of collision avoidance technique in dynamic crowd simulations using visual cues and vision based algorithm

    Enhancement of collision avoidance technique in dynamic crowd simulations using visual cues and vision based algorithm by Iznora Aini Zolkifly

    Published 2022
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  14. 14
    ADAPTIVE MOTION ESTIMATION ALGORITHM FOR CROWDED SCENES

    ADAPTIVE MOTION ESTIMATION ALGORITHM FOR CROWDED SCENES by KAJO, IBRAHIM

    Published 2015
    “…For crowd analytics and surveillance systems, motion estimation is an indispensable first-step. …”
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  15. 15
    Human evacuation movement simulation model: Concepts and techniques

    Human evacuation movement simulation model: Concepts and techniques by Noor Akma, Abu Bakar, Lim, Siew Mooi, Abdul Majid, Mazlina

    Published 2022
    “…Modelling is a method of solving problems that can be replaced by a simple object that describes the real system with its behaviour. A program with a running algorithm of a computer model is called a computer simulation. …”
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  16. 16
    Human evacuation movement simulation model: Concepts and techniques

    Human evacuation movement simulation model: Concepts and techniques by Noor Akma, Abu Bakar, Lim, Siew Mooi, Abdul Majid, Mazlina

    Published 2022
    “…Modelling is a method of solving problems that can be replaced by a simple object that describes the real system with its behaviour. A program with a running algorithm of a computer model is called a computer simulation. …”
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  17. 17
    Motion detection and simulation study on human walking behavior

    Motion detection and simulation study on human walking behavior by Loon, Cheong Wai

    Published 2012
    “…Architects, interior designer and transport engineers want to design and integrated a good building and facilities with particular emphasis on safety issues for pedestrians especially during evacuation scenario when emergency. The objective of this project is to analyse the human walking behaviour from video data, and develop an algorithm for human walking behaviour and emergency evacuation simulatioy The motion detection system were developed using Video and Image Processing Blockset in MAT LAB to collect the centroid coordinate of the pedestrians from the video to analyse the human walking behaviour. …”
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  18. 18
    IoT flood monitoring system

    IoT flood monitoring system by Vajathan, Vimalan Pillai, Dhinagaran, Sachinn, Thivianathan, Timothy Nathan, Tamilamuthan, Shaarveen, Govindasamy, Sanjay

    Published 2023
    “…The flood monitoring system is designed to provide real-time data and early warning capabilities for effective flood management. …”
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  19. 19
    Implementation Of Wireless Sensor Network (WSN) In Oil And Gas Specifically For Personnel Positioning Application

    Implementation Of Wireless Sensor Network (WSN) In Oil And Gas Specifically For Personnel Positioning Application by Mazlan, Muhammad Al Amin Amali

    Published 2014
    “…A positioning algorithm will be used for the estimation of personnel location in the oil and gas platform.…”
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  20. 20
    Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm

    Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm by Farzin, Saeed, Singh, Vijay, Karami, Hojat, Farahani, Nazanin, Ehteram, Mohammad, Kisi, Ozgur, Allawi, Mohammed Falah, Mohd, Nuruol Syuhadaa, El-Shafie, Ahmed

    Published 2018
    “…Design of hydraulic structures, flood warning systems, evacuation measures, and traffic management require river flood routing. …”
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