合辑荐读 | Artificial Neural Network for Smart System Analysis

Artificial Neural Network for Smart System Analysis

特刊文章集锦

Guest Editors：T. Yuvaraja, Srete Nikolovski

神经网络通过分析大量的训练数据来学习并执行任务，这是近年来人工智能领域最热门的研究方向。本期合集经过严格的同行评议程序，聚焦杰出且原创的、未出版的研究手稿，重点关注智能系统分析中的人工神经网络。我们希望读者能喜欢这期特刊，并希望这些论文有助于他们进行研究和实现具体应用。

                 1. Micro-Facial Expression Recognition Based on Deep-Rooted Learning Algorithm

Authors：S. D. Lalitha, K. K. Thyagharajan

Pages: 903 - 913

Keywords：Adaptive homomorphic filtering, Micro-facial expression, Micro-facial expression based deep-rooted learning, center loss function, CNN, MAE

2. Distributed Synthetic Minority Oversampling Technique

Authors：Sakshi Hooda, Suman Mann

Pages: 929 - 936

Keywords：SMOTE, apache spark, prediction, machine learning, imbalanced classification

3. Reduce Cost Smart Power Management System by Utilize Single Board Computer Artificial Neural Networks for Smart Systems

Authors: Sudad J. Ashaj, Ergun Erçelebi

Pages: 1113 - 1120

Keywords：Management, Power saving, Smart power system, Raspberry PI 3, CNN

4. Fuzzy-Based Energy Management System With Decision Tree Algorithm for Power Security System

Authors：K. Ramya, Yuvaraja Teekaraman, K. A. Ramesh Kumar

Pages: 1173 - 1178

Keywords：Energy security, Power security service, Incursion detection system, Artificial neural network

5. Hybrid Dragonfly Optimization-Based Artificial Neural Network for the Recognition of Epilepsy

Authors: K. G. Parthiban, S. Vijayachitra, R. Dhanapal

Pages: 1261 - 1269

keywords：Electroencephalography, Kalman filter, Variable mode decomposition, Modified principal component analysis, Artificial neural network, Hybrid dragonfly algorithm

6. Artificial Neural Network to Model Managerial Timing Decision: Non-linear Evidence of Deviation from Target Leverage

Authors: Hafezali Iqbal Hussain, Fakarudin Kamarudin, Hassanudin Mohd Thas Thaker, Milad Abdelnabi Salem

Pages: 1282 - 1294

Keywords: Capital structure, Market timing, Multiple regression model, Artificial neural network

7. Economic Impact of Artificial Intelligence: New Look for the Macroeconomic Assessment in Asia-Pacific Region

Authors: Muhammad Haseeb, Sasmoko, Leonardus W. W. Mihardjo, Abid Rashid Gill, Kittisak Jermsittiparsert

Pages: 1295 - 1310

Keywords：Artificial intelligence, Deep learning, Analysis

8. Optimized Intelligent Design for Smart Systems Hybrid Beamforming and Power Adaptation Algorithms for Sensor Networks Decision-Making Approach

Authors: Ali Kamil Khiarullah, Ufuk Tureli, Didem Kivanc

Pages: 1436 - 1445

Keywords：Optimized intelligent design for smart systems, Wireless network beamforming, Power adaption, Interference, Strategic decision-making, Game theory, Reinforcement learning

9. Energy Analysis on Localization Free Routing Protocols in UWSNs

Authors: Yuvaraja Teekaraman, Pranesh Sthapit, Miheung Choe, Kiseon Kim

Pages: 1526 - 1536

Keywords: Localization free Routing protocols, Underwater wireless sensing network, Energy Analysis

                10. Building an Artificial Neural Network with Backpropagation Algorithm to Determine Teacher Engagement Based on the Indonesian Teacher Engagement Index and Presenting the Data in a Web-Based GIS

Authors: Sasmoko Buddhtha, Christina Natasha, Edy Irwansyah, Widodo Budiharto

Pages: 1575 - 1584

Keywords: Artificial neural networks, Backpropagation, Stochastic learning, Steepest gradient descent, Indonesian Teacher Engagement Index, Executive information system

11. Strategic Management of Organizational Knowledge and Employee's Awareness About Artificial Intelligence With Mediating Effect of Learning Climate

Authors: Mohammed Majdy M. Baslom, Shu Tong

Pages: 1585 - 1591

Keywords: Strategic knowledge management, Artificial intelligence, Learning climate, Confirmatory Factor Analysis, Structural Equation Modeling

12. Evolutionary Feature Optimization for Plant Leaf Disease Detection by Deep Neural Networks

Authors: Jalal Sadoon Hameed Al-bayati, Burak Berk Üstündağ

Pages: 12 - 23

Keywords: Apple leaf disease detection, PDDS, DNN, GOA, SURF, Accuracy

13. Light Weight Proactive Padding Based Crypto Security System in Distributed Cloud Environment

Authors: N. Indira, S. Rukmanidevi, A.V. Kalpana

Pages: 36 - 43

Keywords: Cloud security, Cryptanalysis, Key policy, Privacy, Prime padding

14. Examining the Impact of Artificial Intelligence (AI)-Assisted Social Media Marketing on the Performance of Small and Medium Enterprises: Toward Effective Business Management in the Saudi Arabian Context

Authors: Wael Basri

Pages: 142 - 152

Keywords: Artificial intelligence, Machine learning, Deep learning

15. Hierarchical Bayesian Choice of Laplacian ARMA Models Based on Reversible Jump MCMC Computation

Authors: Suparman

Pages: 310 - 317

Keywords: ARMA time series, Hierarchical Bayesian, Laplacian noise, Reversible jump MCMC

关于期刊

Impact Factor: 1.838, CiteScore: 3.59

International Journal of Computational Intelligence Systems(IJCIS)是欧洲模糊逻辑和技术学（EUSFLAT）会刊，主要刊载有关应用计算智能各个方面的原创性研究，尤其是针对证明使用了计算智能理论的技术和方法的研究型论文及综述等，由西班牙哈恩大学Luis Martínez Lopez教授和澳大利亚悉尼科技大学路节教授担任共同主编。本刊目前已被DOAJ, Science Citation Index Expanded (SCIE), Ei Compendex and Scopus等数据库收录。