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Volume 2, 2019

Volume 1, 2018

Call for papers     Special Issue on Analysis in Data Science: Methods and Applications (click to view details)

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.


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"Reducing the number of dimensions of the possible solution space" as a method for finding the exact solution of a system with a large number of unknowns
Aleksa Srdanov, Radiša Stefanović, Aleksandra Janković and Dragan Milovanović
2019, 2(2) : 83-93 doi: 10.3934/mfc.2019007 +[Abstract](498) +[HTML](233) +[PDF](311.88KB)
Online learning for supervised dimension reduction
Ning Zhang and Qiang Wu
2019, 2(2) : 95-106 doi: 10.3934/mfc.2019008 +[Abstract](558) +[HTML](266) +[PDF](430.45KB)
Nonconvex mixed matrix minimization
Meijuan Shang, Yanan Liu, Lingchen Kong, Xianchao Xiu and Ying Yang
2019, 2(2) : 107-126 doi: 10.3934/mfc.2019009 +[Abstract](397) +[HTML](198) +[PDF](477.87KB)
Unsupervised robust nonparametric learning of hidden community properties
Mikhail Langovoy, Akhilesh Gotmare and Martin Jaggi
2019, 2(2) : 127-147 doi: 10.3934/mfc.2019010 +[Abstract](357) +[HTML](185) +[PDF](4649.4KB)
Nonlinear diffusion based image segmentation using two fast algorithms
Lu Tan, Ling Li, Senjian An and Zhenkuan Pan
2019, 2(2) : 149-168 doi: 10.3934/mfc.2019011 +[Abstract](277) +[HTML](133) +[PDF](1699.09KB)
An RKHS approach to estimate individualized treatment rules based on functional predictors
Jun Fan, Fusheng Lv and Lei Shi
2019, 2(2) : 169-181 doi: 10.3934/mfc.2019012 +[Abstract](294) +[HTML](186) +[PDF](362.21KB)
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](1060) +[HTML](626) +[PDF](1868.4KB) Cited By(0)
Nonconvex mixed matrix minimization
Meijuan Shang, Yanan Liu, Lingchen Kong, Xianchao Xiu and Ying Yang
2019, 2(2) : 107-126 doi: 10.3934/mfc.2019009 +[Abstract](397) +[HTML](198) +[PDF](477.87KB) 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](1727) +[HTML](879) +[PDF](994.72KB) Cited By(0)
Nonlinear diffusion based image segmentation using two fast algorithms
Lu Tan, Ling Li, Senjian An and Zhenkuan Pan
2019, 2(2) : 149-168 doi: 10.3934/mfc.2019011 +[Abstract](277) +[HTML](133) +[PDF](1699.09KB) 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](2719) +[HTML](1109) +[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](1483) +[HTML](547) +[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](2070) +[HTML](1610) +[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](3897) +[HTML](2863) +[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](975) +[HTML](353) +[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](2293) +[HTML](1035) +[PDF](392.27KB) 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](10729) +[HTML](6639) +[PDF](3282.55KB) PDF Downloads(1312)
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](5697) +[HTML](4700) +[PDF](1032.13KB) PDF Downloads(343)
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](3683) +[HTML](2308) +[PDF](2792.87KB) PDF Downloads(255)
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](3897) +[HTML](2863) +[PDF](5025.25KB) PDF Downloads(212)
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](2676) +[HTML](1519) +[PDF](1438.97KB) PDF Downloads(135)
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](2731) +[HTML](1675) +[PDF](609.18KB) PDF Downloads(95)
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](3823) +[HTML](2338) +[PDF](902.32KB) PDF Downloads(95)
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](2719) +[HTML](1109) +[PDF](708.5KB) PDF Downloads(87)
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](1704) +[HTML](632) +[PDF](649.23KB) PDF Downloads(83)
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](1060) +[HTML](626) +[PDF](1868.4KB) PDF Downloads(81)

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