Personalization in Mobile Activity Recognition System Using -Medoids Clustering Algorithm by Quang Viet Vo, Minh Thang Hoang, Deokjai Choi

“…In this study, we consider mobile phones as an independent device since sending the data to central server can generate privacy issues. …”
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Link-disjoint routing algorithm under multiple additive QoS constraints by XIONG Ke1, QIU Zheng-ding1, ZHANG Yu1, ZHANG Hong-ke3

“…The problem of finding link-disjoint paths under multiple additive QoS constraints was studied.Since the existing algorithms depended on network’s structure and could not guarantee to find feasible solutions for arbitrary net-works,a novel algorithm called multiple constrained link-disjoint path routing algorithm（MCLPRA） was proposed.MCLPRA was based on SAMCRA and didn’t rely on the network’s structure.By introducing the parameter to control its search depth,dividing the solution space into different classes and performing searching according to the classes respectively,MCLPRA was able to obtain the feasible solutions for arbitrary networks.Theoretic analysis shows that MCLPRA can get the feasible and optimal solutions when traditional schemes can not.Comprehensive simulations also show that MCLPRA has better performances than existing algorithms in terms of higher average successful rate of getting feasible solutions with shorter average total length of the obtained path pair.…”
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A Fast Overlapping Community Detection Algorithm with Self-Correcting Ability by Laizhong Cui, Lei Qin, Nan Lu

“…Under the control of overlapping properties, the complexity of the algorithm tends to be approximate linear. And we also give a new understanding on membership vector. …”
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An Application of Genetic Algorithm in Determining Salesmen’s Routes: A Case Study by Noufal Zhafira, Feri Afrinaldi, Taufik

“…The problem is solved by employing genetic algorithm (GA) and a Matlab® based computer program is developed to run the algorithm. …”
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Performance Evaluation of a Topology Control Algorithm for Wireless Sensor Networks by Nedal Ababneh

“…OTC is evaluated against two well-known algorithms from the literature, namely, Span and GAF through realistic simulations using TOSSIM. …”
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Designing of 2-DOF PID control algorithm for magnetic levitation systems by Dinçer Maden, İrfan Yazıcı

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Stability Conditions for the Leaky LMS Algorithm Based on Control Theory Analysis by Dariusz BISMOR, Marek PAWELCZYK

“…The Least Mean Squares (LMS) algorithm and its variants are currently the most frequently used adaptation algorithms; therefore, it is desirable to understand them thoroughly from both theoretical and practical points of view. …”
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Exploring Evolutionary Algorithms for Multi-Objective Optimization in Seismic Structural Design by Seda Göktepe Körpeoğlu, Süleyman Mesut Yılmaz

“…In particular, evolutionary algorithms such as genetic algorithms and particle swarm optimization are used to optimize the performance of structures to meet seismic loads. …”
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Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance by Janez Brest, Mirjam Sepesy Maučec

“…Since the discovery of the Differential Evolution algorithm, new and improved versions have continuously emerged. …”
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Nighttime foggy image generation algorithm based on semi-analytic model by GUO Fan, LIU Wentao, YANG Jianan, TANG Jin

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A Scalable Multi-Target Tracking Algorithm for Wireless Sensor Networks by Songhwai Oh

“…The task of tracking multiple objects in a wireless sensor network is challenging due to constraints on a sensor node such as short communication and sensing ranges, a limited amount of memory, and limited computational power. In addition, since a sensor network surveillance system needs to operate autonomously without human operators, it requires an autonomous real-time tracking algorithm which can track an unknown number of targets. …”
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A Multiconstrained Grid Scheduling Algorithm with Load Balancing and Fault Tolerance by P. Keerthika, P. Suresh

“…The proposed MLFT algorithm is evaluated using Gridsim toolkit and the results are compared with the recent algorithms which separately concentrate on all these factors. …”
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Enhancing the Efficiency of Routing Strategies in WSNs Using Live Streaming Algorithms by Hayder Jasim Alhamdane, Mohsen Nickray

“…The goal of conventional green routing algorithms is to reduce energy consumption and increase network life cycles by improving routing schemes in wireless networks. …”
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Algorithm for Computationally Efficient Imaging of Sound Speed in Conventional Ultrasound Sonography by Piotr KARWAT

“…The algorithm was verified through numerical simulations and phantom measurements. …”
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Forecasting: Analyze Online and Offline Learning Mode with Machine Learning Algorithms by Farida Ardiani, Rodhiyah Mardhiyyah, Izaaz Azaam Syahalam, Nasmah Nur Amiroh

“…Since the pandemic occurred, in March 2020, learning activities have changed from an offline to an online learning mode. …”
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Morphological Edge Detection Algorithm of Colon Pathological Sections Based on Shearlet by Shasha Li, Caixia Deng, Tong Wang, Zhaoru Zhang

“…According to the simulation results, the new algorithm is more beneficial for the observation and diagnosis of doctors since the edge noise of the colon pathological image detected by the new algorithm is smaller and provides more continuous and clear lines. …”
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Information Fusion-Based Storage and Retrieve Algorithms for WSNs in Disaster Scenarios by Zhe Xiao, Ming Huang, Jihong Shi, Wenwei Niu, Jingjing Yang

“…Correspondingly, a high-efficient retrieve algorithm is designed for general storage algorithms using Robust Soliton distribution. …”
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Tabu Search Algorithm for Solving a Location-Routing-Inventory Problem by Nova Indah Saragih, Peri Turnip

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Black box algorithms and the rights of individuals: no easy solution to the “explainability” problem by Jarek Gryz, Marcin Rojszczak

“…First, to demonstrate that the interpretability of “black box” machine learning algorithms is a challenging technical problem for which no solutions have been found. …”
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Genetic Algorithm and Its Performance Analysis for Scheduling a Single Crane by Xie Xie, Yongyue Zheng, Yanping Li

“…Our problem is to schedule the crane operations so as to all required coils retrieve to their designated positions in the shortest possible time (makespan). Since the problem is shown to be NP-hard, a genetic algorithm (GA) is proposed. …”
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