International Journal of Applied Mathematics and Machine Learning最新文献

Strong Stationary Duality and Algebraic Duality for Continuous Time Möbius Monotone Markov Chains 连续时间的强平稳对偶性和代数对偶性Möbius单调马尔可夫链

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-12-05 DOI: 10.18642/ijamml_710012241

Pan Zhao

引用次数: 0

On Prognosis of Growth of Film by Pulsed Laser Deposition and Influence of Variation of Parameters on Technological Process 脉冲激光沉积薄膜生长预测及参数变化对工艺过程的影响

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-12-05 DOI: 10.18642/ijamml_710012238

E. Pankratov

引用次数: 0

Machine Learning Method to Differentiate Ataxias 区分共济失调的机器学习方法

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-09-10 DOI: 10.18642/ijamml_710012230

Gustavo Simões Carnivali

引用次数: 0

OPTIMAL TUNING OF FRACTIONAL ORDER CONTROLLER USING WOUND HEALING ALGORITHM BASED ON CLONAL SELECTION PRINCIPLE 基于克隆选择原理的伤口愈合算法对分数阶控制器进行最优调整

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-09-10 DOI: 10.18642/ijamml_710012219

Mehmet Çinar

引用次数: 0

International Journal of Applied Mathematics and Machine Learning 国际应用数学与机器学习杂志

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-09-10 DOI: 10.18642/ijamml_7100122215

Xiuming Sun, Weina Wu, P. Geng, Lin Lu

{"title":"International Journal of Applied Mathematics and Machine Learning","authors":"Xiuming Sun, Weina Wu, P. Geng, Lin Lu","doi":"10.18642/ijamml_7100122215","DOIUrl":"https://doi.org/10.18642/ijamml_7100122215","url":null,"abstract":"In order to achieve the multi-focus image fusion task, a sparse representation method based on quaternion for multi-focus image fusion is proposed in this paper. Firstly, the RGB color information of each pixel in the color image is represented by quaternion based on the relevant knowledge of computational mathematics, and the color image pixel is processed as a whole vector to maintain the relevant information between the three color channels. Secondly, the dictionary represented by quaternion and the sparse coefficient represented by quaternion are obtained by using the our proposed sparse representation model. Thirdly, the coefficient fusion is carried out by using the “max-L1” rule. Finally, the fused sparse coefficient and dictionary are used for image reconstruction to obtain the quaternion fused image, which is then converted into RGB color multi-focus fused image. Our method belongs to computational mathematics, and uses the relevant knowledge in the field of computational mathematics to help us carry out the experiment. The experimental results show that the method has achieved good results in visual quality and objective evaluation.","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116695901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Various Nano-Scale Technologies: Lower Hardware Complexity of Alu Realizing Utilizing FS-GDI Approach IN 45nm AND 130nm 各种纳米技术:在45nm和130nm采用FS-GDI方法实现Alu的硬件复杂度较低

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-04-10 DOI: 10.18642/ijamml_7100122186

M. El-Bendary, M. Ayman

{"title":"Various Nano-Scale Technologies: Lower Hardware Complexity of Alu Realizing Utilizing FS-GDI Approach IN 45nm AND 130nm","authors":"M. El-Bendary, M. Ayman","doi":"10.18642/ijamml_7100122186","DOIUrl":"https://doi.org/10.18642/ijamml_7100122186","url":null,"abstract":"Full Swing Gate Diffusion Input (FS-GDI) approach is power effective approach for realizing the different logic gates. In this research, this approach is utilized for realizing different four ALU design using 45nm and 130nm technologies. Also, the different low power VLSI logic styles and related past works are discussed with considering the 45nm and 65nm technologies for implementing various circuits for studying the technology size impact. The performance of the proposed ALU design is evaluated through power consumption, propagation delay and number of transistors. The variation of the ALU performance due to the used 45nm and 130nm technologies has been studied. The simulation is carried out utilizing Cadence Virtuoso simulator. The simulation experiments revealed the energy of the 4-bit ALU reduced by 32% compared to CMOS-based design and area of the digital circuits reducing. Regarding the different nano technologies, 45nm technology provides lower power consumption and delay time deceasing compared to ALU unit by 130nm technology. The presented approach of low hardware complexity achieves simplicity of the required ALU hardware through reducing the number of transistors.","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127724827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

On Approach of Estimation of Value of Risks During Manufacturing of Products 产品生产过程中风险价值的估算方法研究

International Journal of Applied Mathematics and Machine Learning Pub Date : 2021-04-10 DOI: 10.18642/ijamml_7100122164

E. Pankratov

引用次数: 0

Open Problems on Integral Sum Labellings 关于积分和标记的开放问题

International Journal of Applied Mathematics and Machine Learning Pub Date : 2020-09-20 DOI: 10.18642/ijamml_7100122153

Tianjun Ye, Haiying Wang

引用次数: 0

Robust Data Security Framework for IoT Network using Integrated Techniques 使用集成技术的物联网网络健壮数据安全框架

International Journal of Applied Mathematics and Machine Learning Pub Date : 2020-09-20 DOI: 10.18642/ijamml_7100122152

Fadele Ayotunde Alaba, Abayomi Jegede, C. I. Eke

{"title":"Robust Data Security Framework for IoT Network using Integrated Techniques","authors":"Fadele Ayotunde Alaba, Abayomi Jegede, C. I. Eke","doi":"10.18642/ijamml_7100122152","DOIUrl":"https://doi.org/10.18642/ijamml_7100122152","url":null,"abstract":"The Internet of Things (IoT) expects to improve human lives with the rapid development of resource-constrained devices and with the increased connectivity of physical embedded devices that make use of current Internet infrastructure to communicate. The major challenging in such an interconnected world of resource-constrained devices and sensors are security and privacy features. IoT is demand new approaches to security like a secure lightweight authentication technique, scalable approaches to continuous monitoring and threat mitigation, and new ways of detecting and blocking active threats. This paper presents the proposed security framework for IoT network. A detail understanding of the existing solutions leads to the development of security framework for IoT network. The framework was developed using cost effective design approach. Two components are used in developing the protocol. The components are Capability Design (mainly a ticket, token or key that provides authorization to access a device) and Advanced Encryption Standard (AES)-Galois Counter Mode (GCM) (a-security protocol for constrained IoT devices). AES-GCM is an encryption process that is based on authentication and well suitable IoT.","PeriodicalId":405830,"journal":{"name":"International Journal of Applied Mathematics and Machine Learning","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133942673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

THE LIGHT EDGES IN TOROIDAL GRAPHS WITHOUT ADJACENT 3- AND 4-CYCLES 没有相邻3环和4环的环形图中的光边

International Journal of Applied Mathematics and Machine Learning Pub Date : 2019-09-10 DOI: 10.18642/IJAMML_7100121987

Haihui Zhang

引用次数: 0