Multi-label feature selection based on dynamic graph Laplacian by Yonghao LI, Liang HU, Ping ZHANG, Wanfu GAO

Subjects: “…multi-label feature selection…”
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Scheduling strategy for science workflow with deadline constraint on multi-cloud by Bing LIN, Wenzhong GUO, Guolong CHEN

“…In view of the deadline-constrained scientific workflow scheduling on multi-cloud,an adaptive discrete particle swarm optimization with genetic algorithm (ADPSOGA) was proposed,which aimed to minimize the execution cost of workflow while meeting its deadline constrains.Firstly,the data transfer cost,the shutdown and boot time of virtual machines,and the bandwidth fluctuations among different cloud providers were considered by this method.Secondly,in order to avoid the premature convergence of traditional particle swarm optimization (PSO),the randomly two-point crossover operator and randomly one-point mutation operator of the genetic algorithm (GA) was introduced.It could effectively improve the diversity of the population in the process of evolution.Finally,a cost-driven strategy for the deadline-constrained workflow was designed.It both considered the data transfer cost and the computing cost.Experimental results show that the ADPSOGA has better performance in terms of deadline and cost reducing in the fluctuant environment.…”
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Improved DFA algorithm based on multi-dimensional finite automata by ONGYang-yang G, IUQin-rang L, ANGZhen-xi Y, HAOXiang-yu S, INGChi-qiang X, IAOHui-juan J, ENGZhi-bin P

“…Compiling multiple regular expression signatures into a combined DFA can blowup in state and storage space.Explanations from the prospective of information theory and multi-dimensional mathematical model were proposed fo-cusing on the most serious state explosion.Redundancy states were divided into zero-dimensional ones and one-dimensional ones.The former were compressed by dimension,and the later were dynamically built.The space com-plexity of the model came to the theoretical lower bound by the above methods.Then the multi-dimensional finite auto-mata (MFA) was proposed with the model.Experiments show that,the construction time taken by MFA is slightly less than XFA and is 2～3 orders of magnitude lower than DFA,STT redundancy compression algorithms and Hybrid-FA; the memory space of MFA is slightly higher than XFA,but is 1～2 orders of magnitude lower than DFA,STT redundancy compression algorithms,mDFA and Hybrid-FA; in the aspect of matching time,MFA ranks after DFA and Hybrid-FA,but ranks before XFA,and it achieves 1～2 orders of magnitude lower than that of STT redundancy compression algo-rithms and mDFA.…”
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Neural Linguistic Steganalysis via Multi-Head Self-Attention by Sai-Mei Jiao, Hai-feng Wang, Kun Zhang, Ya-qi Hu

“…Then, we utilize multi-head self-attention to model the interactions between words in carrier. …”
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Burning Mouth Syndrome Treated with Mandibular and Maxillary Nerve Blocks by Jamal Hasoon, Christopher Robinson, Ivan Urits, Omar Viswanath, Alan D. Kaye

“…Burning mouth syndrome is a condition characterized by a painful burning sensation in the oral mucosa lasting at least 3-6 months with no definitive etiology. …”
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The Classification of Multi-Domain Samples Based on the Cooperation of Multiple Models by Qingzeng Song, Junting Xu, Lei Ma, Ping Yang, Guanghao Jin

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Spectral Imaging of Multi-Color Chromogenic Dyes in Pathological Specimens by Merryn V. E. Macville, Jeroen A. W. M. Van der Laak, Ernst J. M. Speel, Nir Katzir, Yuval Garini, Dirk Soenksen, George McNamara, Peter C. M. de Wilde, Antonius G. J. M. Hanselaar, Anton H.N. Hopman, Thomas Ried

“…We have investigated the use of spectral imaging for multi‐color analysis of permanent cytochemical dyes and enzyme precipitates on cytopathological specimens. …”
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A Multi-Dimensional Evaluation Model for Epidemic Prevention Policies by Zhoujingming Gao, Zhiyi Tan, Bing-Kun Bao

“…To address these problems, we propose a multi-dimensional evaluation model for more effective assessment of epidemic prevention policies in post-epidemic era. …”
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Multi-keyword partial matching algorithm based on text fragments by LIAO Wei-qi, ZOU Wei

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Overview of 5G multi-channel redundant transmission technology by MA Shuai, YANG Bohan, YANG Fengbo, WEI Anni, ZHENG Chenglong

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Ambitious Plans of the “Traffic Light” Coalition for further Vocational Training by Hartmut Seifert

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Estimation of Alignment and Transverse Load in Multi-Bearing Rotor System by Tom J. Chalko, Dong-Xu Li

“…The paper presents a method for estimation of a multi-bearing machine alignment on the basis of measured eccentricities of the shaft in machine bearings. …”
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Gouty Panniculitis with Ulcerations in a Patient with Multiple Organ Dysfunctions by Lu Wang, Crystal Rose, Paul Mellen, George Branam, Maria M. Picken

“…Gouty panniculitis is a rare manifestation of gout. …”
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A multi-year campus-level smart meter database by Mingchen Li, Zhe Wang, Yao Qu, Kin Ming Chui, Marcus Leung-Shea

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Adaptive routing strategy in multi layer satellite communication networks by LI Hui, GU Xue-mai

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A Multi-Stage Batch Sorption Design with Experimental Data by Y.S. Ho, G. McKay

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MULTI-VALUED TIKHONOV TRAJECTORIES OF GENERAL AFFINE VARIATIONAL INEQUALITIES by Nguyễn Thị Thu Hương, Phan Duy Khánh, Nguyễn Đông Yên

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Cooperative integration of spatially resolved multi-omics data with COSMOS by Yuansheng Zhou, Xue Xiao, Lei Dong, Chen Tang, Guanghua Xiao, Lin Xu

“…Abstract Recent advancements in biological technologies have enabled the measurement of spatially resolved multi-omics data, yet computational algorithms for this purpose are scarce. …”
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Deep learning for multi-modal data fusion in IoT applications by Anila Saghir, Anum Akbar, Asma Zafar, Asif Hassan

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A Multi-Objective Stochastic Model for an Earthquake Relief Network by Zeren D. Yenice, Funda Samanlioglu

“…In this paper, a new stochastic multi-objective mixed integer mathematical model is developed and implemented in Kadikoy municipality of Istanbul, Turkey in order to configure part of the earthquake relief network. …”
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