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 2577-8838

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Volume 1, 2018

Mathematical Foundations of Computing (MFC), indexed in ESCI, provides an interdisciplinary forum to promote interaction among mathematicians, computer scientists and statisticians as well as engineers to exchange new ideas and techniques for attacking the pressing challenges in data analysis. The journal aims to provide a place for more understanding and transparency of data analytics in different areas of AI. We welcome high-quality papers in all areas of AI related to the computational and algorithmic aspects of data analysis, with emphasis on innovative theoretical development, methods, and algorithms including, but not restricted to, machine learning, deep learning, and learning theory.

All papers will undergo a thorough peer reviewing process unless the subject matter of the paper does not fit the journal, in which case the author will be informed promptly. Every effort will be made to secure a decision in three months and accepted papers are published within two months.

  • AIMS is a member of COPE. All AIMS journals adhere to the publication ethics and malpractice policies outlined by COPE.
  • Publishes 4 issues a year in February, May, August and November.
  • Publishes online only.
  • Archived in Portico and CLOCKSS.
  • MFC is a joint publication of the American Institute of Mathematical Sciences and Qufu Normal University. All rights reserved.

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Kernel-based online gradient descent using distributed approach
Xiaming Chen
2019, 2(1) : 1-9 doi: 10.3934/mfc.2019001 +[Abstract](246) +[HTML](159) +[PDF](336.95KB)
Comparisons of different methods for balanced data classification under the discrete non-local total variational framework
Shixiu Zheng, Zhilei Xu, Huan Yang, Jintao Song and Zhenkuan Pan
2019, 2(1) : 11-28 doi: 10.3934/mfc.2019002 +[Abstract](235) +[HTML](154) +[PDF](2696.4KB)
SEMANTIC-RTAB-MAP (SRM): A semantic SLAM system with CNNs on depth images
Mingyuan Mao, Hewei Zhang, Simeng Li and Baochang Zhang
2019, 2(1) : 29-41 doi: 10.3934/mfc.2019003 +[Abstract](258) +[HTML](260) +[PDF](1868.4KB)
Eliminating other-race effect for multi-ethnic facial expression recognition
Mingliang Xue, Xiaodong Duan and Wanquan Liu
2019, 2(1) : 43-53 doi: 10.3934/mfc.2019004 +[Abstract](195) +[HTML](172) +[PDF](317.51KB)
Online optimization for residential PV-ESS energy system scheduling
Zhenhuan Yang, Yiming Ying and Qilong Min
2019, 2(1) : 55-71 doi: 10.3934/mfc.2019005 +[Abstract](206) +[HTML](139) +[PDF](569.43KB)
A classification algorithm with Linear Discriminant Analysis and Axiomatic Fuzzy Sets
Wenjuan Jia, Yingjie Deng, Chenyang Xin, Xiaodong Liu and Witold Pedrycz
2019, 2(1) : 73-81 doi: 10.3934/mfc.2019006 +[Abstract](234) +[HTML](185) +[PDF](681.93KB)
SEMANTIC-RTAB-MAP (SRM): A semantic SLAM system with CNNs on depth images
Mingyuan Mao, Hewei Zhang, Simeng Li and Baochang Zhang
2019, 2(1) : 29-41 doi: 10.3934/mfc.2019003 +[Abstract](258) +[HTML](260) +[PDF](1868.4KB) Cited By(0)
Cryptographic algorithms for privacy-preserving online applications
Ruinian Li, Yinhao Xiao, Cheng Zhang, Tianyi Song and Chunqiang Hu
2018, 1(4) : 311-330 doi: 10.3934/mfc.2018015 +[Abstract](1009) +[HTML](615) +[PDF](994.72KB) Cited By(0)
Network(graph) data research in the coordinate system
Liu Hui, Lin Zhi and Waqas Ahmad
2018, 1(1) : 1-10 doi: 10.3934/mfc.2018001 +[Abstract](1958) +[HTML](864) +[PDF](708.5KB) Cited By(0)
Relay selection based on social relationship prediction and information leakage reduction for mobile social networks
Xiaoshuang Xing, Gaofei Sun, Yong Jin, Wenyi Tang and Xiuzhen Cheng
2018, 1(4) : 369-382 doi: 10.3934/mfc.2018018 +[Abstract](860) +[HTML](338) +[PDF](429.11KB) Cited By(0)
Discrete heat transfer search for solving travelling salesman problem
Poonam Savsani and Mohamed A. Tawhid
2018, 1(3) : 265-280 doi: 10.3934/mfc.2018012 +[Abstract](1363) +[HTML](1225) +[PDF](865.09KB) Cited By(0)
How convolutional neural networks see the world --- A survey of convolutional neural network visualization methods
Zhuwei Qin, Fuxun Yu, Chenchen Liu and Xiang Chen
2018, 1(2) : 149-180 doi: 10.3934/mfc.2018008 +[Abstract](2822) +[HTML](2159) +[PDF](5025.25KB) Cited By(0)
Kernel-based online gradient descent using distributed approach
Xiaming Chen
2019, 2(1) : 1-9 doi: 10.3934/mfc.2019001 +[Abstract](246) +[HTML](159) +[PDF](336.95KB) Cited By(0)
L(2, 1)-labeling of the Cartesian and strong product of two directed cycles
Zehui Shao, Huiqin Jiang and Aleksander Vesel
2018, 1(1) : 49-61 doi: 10.3934/mfc.2018003 +[Abstract](1620) +[HTML](816) +[PDF](392.27KB) Cited By(0)
CP_ABSC: An attribute-based signcryption scheme to secure multicast communications in smart grids
Chunqiang Hu, Jiguo Yu, Xiuzhen Cheng, Zhi Tian, Kemal Akkaya and and Limin Sun
2018, 1(1) : 77-100 doi: 10.3934/mfc.2018005 +[Abstract](1962) +[HTML](1188) +[PDF](1438.97KB) Cited By(0)
Online learning for supervised dimension reduction
Ning Zhang and Qiang Wu
2019, 0(0) : 0-0 doi: 10.3934/mfc.2019008 +[Abstract](67) +[HTML](33) +[PDF](413.03KB) Cited By(0)
A survey on security and privacy issues of blockchain technology
Archana Prashanth Joshi, Meng Han and Yan Wang
2018, 1(2) : 121-147 doi: 10.3934/mfc.2018007 +[Abstract](7995) +[HTML](4370) +[PDF](3282.55KB) PDF Downloads(1018)
Application of learning algorithms in smart home IoT system security
Jian Mao, Qixiao Lin and Jingdong Bian
2018, 1(1) : 63-76 doi: 10.3934/mfc.2018004 +[Abstract](4441) +[HTML](3480) +[PDF](1032.13KB) PDF Downloads(282)
Influence analysis: A survey of the state-of-the-art
Meng Han and Yingshu Li
2018, 1(3) : 201-253 doi: 10.3934/mfc.2018010 +[Abstract](2564) +[HTML](1548) +[PDF](2792.87KB) PDF Downloads(199)
How convolutional neural networks see the world --- A survey of convolutional neural network visualization methods
Zhuwei Qin, Fuxun Yu, Chenchen Liu and Xiang Chen
2018, 1(2) : 149-180 doi: 10.3934/mfc.2018008 +[Abstract](2822) +[HTML](2159) +[PDF](5025.25KB) PDF Downloads(169)
CP_ABSC: An attribute-based signcryption scheme to secure multicast communications in smart grids
Chunqiang Hu, Jiguo Yu, Xiuzhen Cheng, Zhi Tian, Kemal Akkaya and and Limin Sun
2018, 1(1) : 77-100 doi: 10.3934/mfc.2018005 +[Abstract](1962) +[HTML](1188) +[PDF](1438.97KB) PDF Downloads(124)
Network(graph) data research in the coordinate system
Liu Hui, Lin Zhi and Waqas Ahmad
2018, 1(1) : 1-10 doi: 10.3934/mfc.2018001 +[Abstract](1958) +[HTML](864) +[PDF](708.5KB) PDF Downloads(81)
Hybrid binary dragonfly enhanced particle swarm optimization algorithm for solving feature selection problems
Mohamed A. Tawhid and Kevin B. Dsouza
2018, 1(2) : 181-200 doi: 10.3934/mfc.2018009 +[Abstract](1933) +[HTML](1364) +[PDF](609.18KB) PDF Downloads(77)
Cryptographic algorithms for privacy-preserving online applications
Ruinian Li, Yinhao Xiao, Cheng Zhang, Tianyi Song and Chunqiang Hu
2018, 1(4) : 311-330 doi: 10.3934/mfc.2018015 +[Abstract](1009) +[HTML](615) +[PDF](994.72KB) PDF Downloads(70)
A survey: Reward distribution mechanisms and withholding attacks in Bitcoin pool mining
Saide Zhu, Wei Li, Hong Li, Chunqiang Hu and Zhipeng Cai
2018, 1(4) : 393-414 doi: 10.3934/mfc.2018020 +[Abstract](2024) +[HTML](845) +[PDF](902.32KB) PDF Downloads(66)
An effective hybrid firefly algorithm with the cuckoo search for engineering optimization problems
Mohamed A. Tawhid and Ahmed F. Ali
2018, 1(4) : 349-368 doi: 10.3934/mfc.2018017 +[Abstract](984) +[HTML](389) +[PDF](649.23KB) PDF Downloads(57)

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