Search Results - solution ((computing techniques) OR (((detection techniques) OR (optimization techniques))))

Malware detection through machine learning techniques by Amer, Ahmed, Abdul Aziz, Normaziah

“…We conclude that Machine Learning techniques are practical to be applied as anti-malware solutions including for Zero-day attacks.…”
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Review of firewall optimization techniques by Shakirah, Saidin, Mohamad Fadli, Zolkipli

“…This paper review firewall optimization techniques such as data mining, anomaly detection, and traffic awareness, that have been done throughout time. …”
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Distance approximation using pivot point in narrow phase collision detection by Sulaiman, Hamzah Asyrani, Bade, Abdullah, Abdullah, Mohd Harun

“…Each technique increase speed and accuracy of the simulation itself but depending on application, we need to have specific solution of collision detection technique. …”
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IoT intrusion detection using auto-encoder and machine learning techniques by Khudhu, Ahmed Ridha, Samsudin, Khairulmizam

“…Thiscould lead to a fall in local minima problems where the optimal solution is notdetermined but instead, another near-optimal solution is identified. …”
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An enhanced soft set data reduction using decision partition order technique by Mohammed, Mohammed Adam Taheir

“…On the other hand, the proposed Markov chain model could significantly represent the robustness of the proposed reduction technique in making the optimal decision and minimising the search domain by up to 33%. …”
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Enhanced EEGNet optimization using lightweight Deep Neural Network for detecting human stress levels from Raw EEG signals dataset by Silabdi, Hana, Hassan, Raini, Faizabadi, Ahmed Rimaz, Gubbi, Abdullah, Bellary, Mohammed Zakir, Manjula, V

“…The results shows the effectiveness of model centric optimization in deep learning and open the door to the creation of more effective stress detection techniques. …”
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Automated density and growth estimation in precision aquaculture systems for prawn cultivation using computer vision techniques by Chong, Xiao Wei

“…To address these challenges, this project proposes an innovative solution that leverages computer vision and machine learning techniques. …”
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Industrial datasets with ICS testbed and attack detection using machine learning techniques by Mubarak, Sinil, Habaebi, Mohamed Hadi, Islam, Md Rafiqul, Balla, Asaad, Tahir, Mohammad, Elsheikh, Elfatih A A, Suliman, F M

“…The performance metrics such as accuracy, precision, recall, F1 score are evaluated and cross validated for different ML algorithms for anomaly detection. The decision tree (DT) ML technique is optimized with pruning method which provides an attack detection accuracy of 96.5%. …”
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Deep learning-based item classification for retail automation by Ling, Ji Xiang

“…By leveraging the Convolutional Neural Networks (CNNs) and computer vision techniques such as object detection and image segmentation. …”
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Characterizing Current Features of Malicious Threats on Websites by Wan Nurulsafawati, Wan Manan, Ahmed, Abdulghani Ali, M. N. M., Kahar

“…Attackers used a powerful technique, by embedding a malicious code in a normal webpage that resulted harder detection. …”
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Traditional marble game using ant colony optimization / Muhammad Izzat Imran Che Isa by Che Isa, Muhammad Izzat Imran

“…Instead of get random value of position, ACO helps to optimize the nearest marble. Collision detection technique is one of a physic law that manipulate the movement and position of marble. …”
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Enhancing phishing detection with advanced ensemble learning techniques by Nur Syakirin Mohd Shahiran, Mohammed Ahmed

“…This study showcases the potential of ensemble learning and feature optimization in enhancing phishing detection, offering a robust solution for practical cybersecurity applications.…”
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Backpropagation neural network based on local search strategy and enhanced multi-objective evolutionary algorithm for breast cancer diagnosis by Ashraf Osman, Ibrahim, Siti Mariyam, Shamsuddin, Abdulrazak, Yahya Saleh, Ahmed, Ali, Mohd Arfian, Ismail, Shahreen, Kasim

“…The role of intelligence techniques is becoming more significant in detecting and diagnosis of medical data. …”
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Optimize and deploy machine learning algorithms on embedded devices for manufacturing applications by Teoh, Ming Xue

“…This proposal discusses the techniques of optimizing and deploying machine learning algorithms on embedded devices for manufacturing applications; We investigate problems of printed circuit board (PCB) defects and artificial intelligence in embedded system. …”
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Implementation of A.I. vehicle detection for traffic analysis using in-situ surveillance infrastructure by Saadullah Hyder, Marjan Gul, Sadiq Hussain, Syed Ilyas Ahmed, Aamir Nazeer, Faheem Ahmed

“…The technique used eliminates the video calibration, including distance and angle, required for detecting accurate speeds. …”
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Evaluating the effectiveness of machine learning and computer vision techniques for the early detection of maize plant disease by Njazi, Shaun Tatenda, Zainuddin, Ahmad Anwar, Ahmad Puzi, Asmarani, Mohd Abu Bakar, Nur Athirah, Ramada, Aly Mennatallah Khaled Mohammad, Hamizan, Hasbullah, Sahak, Rohilah, Mat Rosani, Aiman Najmi, Ghazalli, Nasyitah, Abdul Rahman, Siti Husna, Kamarudin, Saidatul Izyanie

“…The optimal solution is a self-diagnosing system that employs machine learning and computer vision to distinguish between damaged and healthy plants. …”
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Abnormalities and fraud electric meter detection using hybrid support vector machine & genetic algorithm by Yap K.S., Abidin I.Z., Ahmad A.R., Hussien Z.F., Pok H.L., Ismail F.I., Mohamad A.M.

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Optimal resource allocation for NOMA wireless networks by Albogamy, Fahad R., Aiyashi, M. A., Hashim, Fazirul Hisyam, Imran Khan, Choi, Bong Jun

“…The suggested algorithm’s most notable feature is that it converges to the global optimal solution. When compared to existing methods, simulation results reveal that the suggested technique has a better power allocation capability.…”
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Survey of classification techniques in intrusion detection system for determining optimized solution

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Object tracking using Particle Swarm Optimization for License Plate Detection by Nur Afrina Nasuha, Mohamed Izeham, Zalili, Musa, Nurul Izzatie Husna, Fauzi, Watada, Junzo

“…This study introduces a PSO-LPD approach, which uses Particle Swarm Optimization (PSO) for License Plate Detection for object tracking. …”
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