Android malware detection through online learning by Duan, Zhizhou

“…At the same time, however, an endless stream of malicious software has been developed. Therefore, how to detect malicious software accurately and efficiently has become an important research topic in this field. …”
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A grid enabled E-theses and dissertations repository system by Por, L.Y., Ong, S.Y., Beh, D., Ismail, M.

“…For future direction, research will be focused on searching algorithm using data mining or pattern discovery to minimise the respond time.…”
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Incorporation of High Recyclability Material Selection in Computer Aided Design by Zahari, Taha, Sakundarini, Novita, Salwa Hanim, Abdul-Rashid, Raja Ariffin, Raja Ghazilla

“…In this paper, the use of fuzzy inference system and genetic algorithm is proposed to optimize the multi-objective problem in the selection of recyclable materials. …”
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Vertical handoff and resource management in heterogeneous wireless networks by Ma, Dong

“…A novel network selection and resource allocation scheme is designed to minimize the overall system resources consumed by the multicast or broadcast stream, which is formulated as an optimization problem and solved by the derived algorithm. …”
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Interval prediction of wave energy characteristics using meta-cognitive interval type-2 fuzzy inference system by Anh, Nguyen, Suresh, Sundaram, Pratama, Mahardhika, Srikanth, Narasimalu

“…This paper aims to extend a prominent meta-cognitive learning algorithm, namely meta-cognitive interval type-2 fuzzy inference system (McIT2FIS), to cope with the problem of prediction interval in real-time. …”
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Internet of things (IoT)-based environmental monitoring and control system for home-based mushroom cultivation by Chong, Jiu Li, Chew, Kit Wayne, Peter, Angela Paul, Ting, Huong Yong, Show, Pau Loke

“…The respective sensors are implemented into the mushroom cultivation process and connected to the NodeMCU microcontroller, which collects and transfers the data to the cloud server, enabling remote access at any time through the end device with internet connection. The control algorithm regulates the equipment within the cultivational chamber autonomously, based on feedback from the sensors, in order to retain the optimum environment for the cultivation of mushrooms. …”
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Resource allocation in cloud gaming by Jaya, Iryanto

“…Our main goal of using DRL is to make the allocation algorithm scalable and independent from the player volume in the system. …”
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Modelling and control strategies for hydrokinetic energy harnessing by Wan Ismail, Ibrahim

“…Subsequently, the metaheuristic method based on the combination of the Hill-Climbing Search (HCS) MPPT algorithm and the Fuzzy Logic Controller has been proposed to produce a variable step size compared to the fixed step size in conventional HCS algorithm. …”
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An enhancement particle-based method for dynamic object tracking by Zalili, Musa

“…In this study, feature-based approach using a GbLN-PSO algorithm will be applied to search the minimum value of dynamic template matching process. …”
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Development of a robust video tracking system based on kinect by Tran, Hoai Nam.

“…The ETP takes in a colour live video stream from the Kinect and run the Visual Studio codes on it. …”
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The evolving mamdani fuzzy inference system with fuzzy rule interpolation and extrapolation (eMFIS (FRI/E) with its applications in straddle option trading and case study of rain r... by Susanti

“…Fuzzy neural technique is often used to model dynamic data stream in the financial market and examines hypothetical cases. …”
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Study on data compression feasibility of sparse coding for machine condition-based monitoring by Nicholas Sadjoli

“…This however means that more data needs to be streamed and stored for CBM to work properly, which might prove costly in the long run in terms of data storage. …”
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Learn to steer through deep reinforcement learning by Wu, Keyu, Esfahani, Mahdi Abolfazli, Yuan, Shenghai, Wang, Han

“…Therefore, we propose an end-to-end deep reinforcement learning algorithm in this paper to improve the performance of autonomous steering in complex environments. …”
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Effective synthesis of biodiesel from Jatropha curcas oil using betaine assisted nanoparticle heterogeneous catalyst from eggshell of Gallus domesticus by Siow, Hwa Teo, Islam, Aminul, Masoumi, Hamid Reza Fard, Yap, Yun Hin @ Md. Taufiq, Janaun, Jidon, Chan, Eng Seng, Khaleque, M.A.

“…Artificial neural network (ANN) based on the genetic algorithm (GA) was applied for optimization of varied reaction parameters. …”
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Learn to navigate through deep neural networks by Wu, Keyu

“…Therefore, a deep reinforcement learning algorithm is proposed to achieve autonomous steering in complex environments. …”
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Development of a diafiltration-nanofiltration-reverse osmosis (DiaNF-RO) process for ion fractionation towards resource recovery in seawater desalination by Truong, Vinh Hien

“…The Na-rich Br2 stream could be used to recover the valuable NaOH from the chlor-alkali process. …”
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Self-evolving neural fuzzy system with application in portfolio management by Yap, Jia Le

“…It is coupled with online modelling technique, such as an online clustering algorithm for fuzzy membership generation to dynamically adapt to new patterns in data stream. …”
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Voting application : where we will go for dinner? by Marcellino

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Constant lock circuit for DC micro-grid system by Mohammed, Asaad Abduljabbar

“…The energy conversion from water flow streams to electrical energy via Pico turbine generator is the only solution. …”
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Interactive prediction and decision-making for autonomous vehicles: online active learning with traffic entropy minimization by Zhang, Yiran, Lou, Shanhe, Hang, Peng, Huang, Wenhui, Yang, Lie, Lv, Chen

“…A primary challenge is adapting predictors trained on static offline datasets to the dynamic, diverse data streams encountered in reality. Secondly, utilizing one single forecast trajectory with the highest probability for decision-making contains potential risks as it neglects that even a small probability represents a subset of TP behaviors. …”
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