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  1. 1
    A Survey Of Supervised Machine Learning In Wireless Sensor Network: A Power Management Perspective

    A Survey Of Supervised Machine Learning In Wireless Sensor Network: A Power Management Perspective by Ul haq, Riaz, Norrozila, Sulaiman, Muhammad, Alam

    Published 2013
    “…In the recent era, researchers used different routing algorithms to decrease the power consumption in order to increase the wireless sensor network life. …”
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  2. 2
    Development of self-learning algorithm for autonomous system utilizing reinforcement learning and unsupervised weightless neural network / Yusman Yusof

    Development of self-learning algorithm for autonomous system utilizing reinforcement learning and unsupervised weightless neural network / Yusman Yusof by Yusof, Yusman

    Published 2019
    “…These proves that without prior knowledge, the hybrid AI algorithm can self-learn. …”
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  3. 3
    Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images

    Combining data mining algorithm and object-based image analysis for detailed urban mapping of hyperspectral images by Hamedianfar, Alireza, Mohd Shafri, Helmi Zulhaidi, Mansor, Shattri, Ahmad, Noordin

    Published 2014
    “…The high accuracy of object-based classification can be linked to the knowledge discovery produced by the DM algorithm. This algorithm increased the productivity of OBIA, expedited the process of attribute selection, and resulted in an easy-to-use representation of a knowledge model from a decision tree structure.…”
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  4. 4
    Evaluations of oil palm fresh fruit bunches maturity degree using multiband spectrometer

    Evaluations of oil palm fresh fruit bunches maturity degree using multiband spectrometer by Tuerxun, Adilijiang

    Published 2017
    “…Furthermore, the Lazy-IBK algorithm have been validated to produce the best classifier model, with the machine learning algorithm performance of 65.26%, recall of 65.3%, and 65.4% F-measured as compared to other evaluated machine learning classifier algorithms proposed within the WEKA data mining algorithm. …”
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  5. 5
    Optimizing wireless sensor networks: A survey of clustering strategies and algorithms

    Optimizing wireless sensor networks: A survey of clustering strategies and algorithms by Hamim, Sakib Iqram, Azamuddin, Ab Rahman

    Published 2024
    “…Energy management is very important to the WSNs lifetime and performance since the sensor nodes use batteries and often deployed in areas that are difficult to access. …”
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  6. 6
    A hybrid multi-objective optimisation for energy efficiency and better coverage in underwater wireless sensor networks / Salmah Fattah

    A hybrid multi-objective optimisation for energy efficiency and better coverage in underwater wireless sensor networks / Salmah Fattah by Salmah , Fattah

    Published 2022
    “…Next, it establishes the research problems by implementing various existing algorithms using comparative analysis. Based on that analysis, this research suggests a hybrid algorithm: the Multi-Objective Optimisation Genetic Algorithm based on Adaptive Multi-Parent Crossover and Fuzzy Dominance (MOGA-AMPazy). …”
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  7. 7
    A hybrid multi-objective optimisation for energy efficiency and better coverage in underwater wireless sensor networks

    A hybrid multi-objective optimisation for energy efficiency and better coverage in underwater wireless sensor networks by Salmah Fattah

    Published 2022
    “…Next, it establishes the research problems by implementing various existing algorithms using comparative analysis. Based on that analysis, this research suggests a hybrid algorithm: the Multi-Objective Optimisa­tion Genetic Algorithm based on Adaptive Multi-Parent Crossover and Fuzzy Dominance (MOGA-AMPazy). …”
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  8. 8
    Development of a Robust Wireless Sensor Mesh and Multi-hop Network

    Development of a Robust Wireless Sensor Mesh and Multi-hop Network by Mohd Taib, Ahmad Muhaimin

    Published 2012
    “…The existing routing algorithms used are the XMESH and Ad-Hoc On-Demand Vector Routing (AODV).…”
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  9. 9
    Vision Based Calibration and Localization Technique for Video Sensor Networks

    Vision Based Calibration and Localization Technique for Video Sensor Networks by Mohamed Sharif, Sharif Amar Mohamed Sharif

    Published 2009
    “…Very few of these localization algorithms use vision based technique. In this work, a vision based technique is proposed for localizing and configuring the camera nodes in video wireless sensor networks. …”
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  10. 10
    Grid-based simultaneous localization and mapping using Rao-blackwellized particle filter with neural network for mini robots / Norhidayah Mohamad Yatim

    Grid-based simultaneous localization and mapping using Rao-blackwellized particle filter with neural network for mini robots / Norhidayah Mohamad Yatim by Mohamad Yatim, Norhidayah

    Published 2018
    “…In SLAM with feature-based map, prior knowledge of the environment is required to associate sensor measurements with the right features. …”
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  11. 11
    Aiding Low Cost Inertial Navigation With Building Heading For Pedestrian Navigation

    Aiding Low Cost Inertial Navigation With Building Heading For Pedestrian Navigation by Khairi Abdulrahim, Chris Hide, Terry Moore, Chris Hill

    Published 2024
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  12. 12
    Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm

    Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm by Khalid Adam, Ismail Hammad, Jasni, Mohamad Zain, Mazlina, Abdul Majid, Noor Akma, Abu Bakar

    Published 2016
    “…Meteorological departments use different types of sensors such as temperature, humidity etc. to get the data. …”
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  13. 13
    Investigation On Optical Fibre Configurations For Process Tomography

    Investigation On Optical Fibre Configurations For Process Tomography by Ibrahim, Sallehuddin

    Published 2002
    “…The forward problem is solved for all combinations of flow model and sensor arrangement. Linear back projection (LBP) algorithm is used to reconstruct the image. …”
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  14. 14
    Maze Mouse

    Maze Mouse by Abdul Rahim, Asmalilah

    Published 2004
    “…This kind of sensor is sensitive enough for the project and commonly used for IEEE Micro Mouse Competition .The second block is the microcontroller systems that obtain the input signal from input pins and determine the appropriate algorithm for the output systems. …”
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  15. 15
    Enhancing obfuscation technique for protecting source code against software reverse engineering

    Enhancing obfuscation technique for protecting source code against software reverse engineering by Mahfoudh, Asma

    Published 2019
    “…The proposed technique can be enhanced in the future to protect games applications and mobile applications that are developed by java; it can improve the software development industry. …”
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  16. 16
    Optimization of Sensor Location in Data Center

    Optimization of Sensor Location in Data Center by ., Pramita Winata

    Published 2012
    “…Thus, this project aims to create a wireless temperature monitoring system with location optimization algorithm to optimize temperature sensors deployment/locations. …”
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  17. 17
    Adaptive edge detection and image filtering using light sensor

    Adaptive edge detection and image filtering using light sensor by Ahmad Bakery, Mohd. Sarizal, Wan Ismail, Wan Ishak, Ramli, Abdul Rahman, Mustafa, Mohd. Marzuki, Razali, Mohd. Hudzari

    Published 2005
    “…Thus, two techniques are proposed for this approach, first by using camera itself, and the second one by using a photo sensor. …”
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  18. 18
    Development of behavior-based reactive navigation system for mobile robot

    Development of behavior-based reactive navigation system for mobile robot by Mohd Hamami, Mohd Ghazali

    Published 2013
    “…The motions of Pioneer 3TM mobile robot were simulated to show the developed algorithm performance. The robot equipped with three rendering sensors and eight sonar sensors to senses and perceives its environment. …”
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  19. 19
    GPS-less Localization Protocol for Underwater Acoustic Networks

    GPS-less Localization Protocol for Underwater Acoustic Networks by Othman, A.K.

    Published 2008
    “…The problem of underwater positioning is increasingly crucial due to the emerging importance of sub-sea activities. Knowledge of node location is essential for many applications for which sensor networks can be used. …”
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  20. 20
    Power consumption and size minimization of a wireless sensor node in automation system application

    Power consumption and size minimization of a wireless sensor node in automation system application by Sabry, Ahmad H., Wan Hasan, Wan Zuha, Ab Kadir, Mohd Zainal Abidin, Mohd Radzi, Mohd Amran, Shafie, Suhaidi

    Published 2015
    “…Starting from a MATLAB programming language code, we develop algorithms and node configuration in such a way that the analogue sensor signal, the processing and analysis area accomplished without using microcontroller, but only the XBee RF modules with 1+0.3 mWatt power consumption. …”
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