Search Results - (( iot implementation level algorithm ) OR ( java data optimization algorithm ))

TDMA scheduling analysis of energy consumption for iot wireless sensor network by Islam, Md Ashikul

“…The algorithm use time division multiplexing algorithm together with hello message to allocate the neighbors and their energy level to find the best way to communicate and reduce packet drop, less signal interference and increase throughput. …”
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Fuzzy modeling using Bat Algorithm optimization for classification by Noor Amidah, Ahmad Sultan

“…A Sazonov Engine which is a fuzzy java engine is use to apply Bat Algorithm in the experiment. …”
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Attribute reduction based scheduling algorithm with enhanced hybrid genetic algorithm and particle swarm optimization for optimal device selection by Nwogbaga, Nweso Emmanuel, Latip, Rohaya, Affendey, Lilly Suriani, Abdul Rahiman, Amir Rizaan

“…Therefore, in this paper, we proposed Dynamic tasks scheduling algorithm based on attribute reduction with an enhanced hybrid Genetic Algorithm and Particle Swarm Optimization for optimal device selection. …”
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Trust-aware authentication and authorization for IoT: a federated machine learning approach by Ahmed, Kazi Istiaque, Tahir, Mohammad, Lau, Sian Lun, Habaebi, Mohamed Hadi, Ahad, Abdul, Mughees, Amna

“…Using real-world data collected from Zigbee Zolertia Z1 devices, a Federated Machine Learning model was developed that utilizes Physical Layer properties such as Received Signal Strength Indicator (RSSI), Link Quality Indicator (LQI), device Internal Temperature, device Battery Level, and device MAC address. The proposed solution for AA IoT utilizes a trust calculation algorithm based on Federated Learning (FL), which is suitable for IoT environments and enables data privacy and scalability. …”
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Smart IoT energy optimisation and localisation monitoring for e-bike sharing by Mohamed, Mawada Ahmed, Toha, Siti Fauziah, Rahman, Md Ataur, Khairudin, Moh.

“…To address these challenges, this project developed a Smart IoT Energy Optimization and Localization Monitoring System that integrates multi-sensor data, IoT connectivity, and advanced data analytics to monitor real-time usage patterns, battery levels, and the location of e-bikes. …”
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A random search based effective algorithm for pairwise test data generation by Sabira, Khatun, K. F., Rabbi, Che Yahaya, Yaakub, Klaib, Mohammad F. J.

“…This paper proposes an effective random search based pairwise test data generation algorithm named R2Way to optimize the number of test cases. …”
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A Decentralized Multi-Factor User Authentication Scheme For The Internet Of Things System by Chiadighikaobi, Ikenna Rene

“…However, the limitations of IoT devices have led to computation cost challenges and the need for a lightweight authentication scheme. …”
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Scalable approach for mining association rules from structured XML data by Abazeed, Ashraf Riad, Mamat, Ali, Sulaiman, Md. Nasir, Ibrahim, Hamidah

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EasyA: Easy and effective way to generate pairwise test data by Rabbi, Khandakar Fazley, Sabira, Khatun, Che Yahaya, Yaakub, Klaib, Mohammad F. J.

“…This paper proposes a matrix based calculation for pairwise test data generation algorithm named EasyA to optimize the number of test cases. …”
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An ensemble learning method for spam email detection system based on metaheuristic algorithms by Behjat, Amir Rajabi

“…In the second phase, a classifier ensemble learning model is proposed consisting of separate outputs: (i) To select a relevant subset of original features based on Binary Quantum Gravitational Search Algorithm (QBGSA), (ii) To mine data streams using various data chunks and overcome a failure of single classifiers based on SVM, MLP and K-NN algorithms. …”
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Development of a smart sensing unit for LoRaWAN-based IoT flood monitoring and warning system in catchment areas by Muhammad Aizzat, Zakaria, Jabbar, Waheb A., Noorazliza, Sulaiman

“…The innovative, cost-effective, and user-friendly FMWS employs an HC-SR04 ultrasonic sensor with an Arduino microcontroller to measure flood levels and determine their status. Real-time data regarding flood levels and associated risk levels (safe, alert, cautious, or dangerous) are updated on The Things Network and integrated into TagoIO and ThingSpeak IoT platforms through a custom-built LoRaWAN gateway. …”
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Features selection for intrusion detection system using hybridize PSO-SVM by Tabaan, Alaa Abdulrahman

“…Hybridize Particle Swarm Optimization (PSO) as a searching algorithm and support vector machine (SVM) as a classifier had been implemented to cope with this problem. …”
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LoRaWAN-based hybrid internet of wearable things system implementation for smart healthcare by Abdulmalek, Suliman, Abdul Nasir, Abd Ghafar, Jabbar, Waheb A.

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Development of a smart sensing unit for LoRaWAN-based IoT flood monitoring and warning system in catchment areas by Muhammad Aizzat, Zakaria, Jabbar, Waheb A., Noorazliza, Sulaiman

“…The innovative, cost-effective, and user-friendly FMWS employs an HC-SR04 ultrasonic sensor with an Arduino microcontroller to measure flood levels and determine their status. Real-time data regarding flood levels and associated risk levels (safe, alert, cautious, or dangerous) are updated on The Things Network and integrated into TagoIO and ThingSpeak IoT platforms through a custom-built LoRaWAN gateway. …”
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Enhanced bibliographic data retrieval and visualization using query optimization and spectral centrality measure by Ramasamy, Chitra, Zolkepli, Maslina

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Automatic nutrient mixer and pH Level for hydroponic application / Hariz Akmal Azizan by Azizan, Hariz Akmal

“…Future work could involve integrating advanced machine learning algorithms to optimize nutrient dosing and implement self-harvesting mechanisms, thereby enhancing plant production and contributing to the development of more efficient and sustainable hydroponic systems for agricultural practices.…”
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Smart grid system / Abdul Rahman Musrael by Musrael, Abdul Rahman

“…Balancing supply and demand in real-time and maintaining stability in frequency and voltage levels. The objective of this final year project is to modernize the existing grid system by implementing a smart grid that utilizes microcontrollers for efficient energy management and continuous monitoring. …”
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A method for preserving battery life in wireless sensor nodes for LoRa based IOT flood monitoring by Mohd Yazid, Mohd Aizat, Haja Mohideen, Ahmad Jazlan, Rodzi, Mohd Zuhaili Mohd, Husman, Muhammad Afif, Afif, Abdul Rahman

“…A common challenge in the implementation of Internet of Things (IOT) Wireless Sensor Networks (WSN) is that the sensor nodes are known to be power hungry devices. …”
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Smart energy meter based on a long-range wide-area network for a stand-alone photovoltaic system by Jabbar, Waheb A., Annathurai, Sanmathy, Tajul Ariffin, A. Rahim, M. Fitri, Mohd Fauzi

“…The AllThingsTalkMaker IoT server is integrated into the TTN to be accessed using Web/mobile application interfaces. …”
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Prototyping a lightweight encryption on a field programmable gate array for securing tele-control data by Jidin R., Tukijan S.N., Al-Bahadly I., Jamil N., Qassim Q.S.