Volume 8, Issue 2 | Complex & Intelligent Systems

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Volume 8, Issue 2

April 2022

Special Section: Interpretation of Deep Learning

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66 articles in this issue

Special issue on interpretation of deep learning: prediction, representation, quantification and visualization
Nian Zhang
Zhaojie Ju
Jinguo Liu
Editorial Open access 17 September 2021 Pages: 705 - 707
Knowledge from the original network: restore a better pruned network with knowledge distillation
Liyang Chen
Yongquan Chen
Xinyi Le
Original Article Open access 10 January 2021 Pages: 709 - 718
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
A projection-based continuous-time algorithm for distributed optimization over multi-agent systems
Xingnan Wen
Sitian Qin
Original Article Open access 11 January 2021 Pages: 719 - 729
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Fugl-Meyer hand motor imagination recognition for brain–computer interfaces using only fNIRS
Chenguang Li
Hongjun Yang
Long Cheng
Original Article Open access 11 January 2021 Pages: 731 - 741
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Stability analysis of genetic regulatory networks via a linear parameterization approach
Shasha Xiao
Zhanshan Wang
Original Article Open access 02 February 2021 Pages: 743 - 752
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Robust semi-supervised non-negative matrix factorization for binary subspace learning
Xiangguang Dai
Keke Zhang
Huaqing Li
Original Article Open access 10 February 2021 Pages: 753 - 760
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Unsupervised detection of botnet activities using frequent pattern tree mining
Siqiang Hao
Di Liu
Wenwu Yu
Original Article Open access 25 February 2021 Pages: 761 - 769
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Heuristic rank selection with progressively searching tensor ring network
Nannan Li
Yu Pan
Zenglin Xu
Original Article Open access 17 March 2021 Pages: 771 - 785
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Memristor crossbar architectures for implementing deep neural networks
Xiaoyang Liu
Zhigang Zeng
Original Article Open access 20 July 2021 Pages: 787 - 802
Part of 1 collection:

Interpretation of Deep Learning: Prediction, Representation, Quantification and Visualization
Constraint multi-objective optimal design of hybrid renewable energy system considering load characteristics
Yingfeng Chen
Rui Wang
Chi Zhang
Original Article Open access 19 April 2021 Pages: 803 - 817
Large-scale group decision-making based on Pythagorean linguistic preference relations using experts clustering and consensus measure with non-cooperative behavior analysis of clusters
Prasenjit Mandal
Sovan Samanta
Madhumangal Pal
Original Article Open access 23 April 2021 Pages: 819 - 833
Differential evolution algorithm with population knowledge fusion strategy for image registration
Yu Sun
Yaoshen Li
Hongda Yue
Original Article Open access 03 May 2021 Pages: 835 - 850
Part of 1 collection:

Knowledge Fusion Intelligent Optimization for Complex Systems
Question-aware memory network for multi-hop question answering in human–robot interaction
Xinmeng Li
Mamoun Alazab
Quanjun Yin
Original Article Open access 30 July 2021 Pages: 851 - 861
Inter-specific competition among trees in pythagorean fuzzy soft environment
Muhammad Akram
Hafiza Saba Nawaz
Original Article Open access 10 August 2021 Pages: 863 - 884
Effect of corporate social responsibility on consumer retention for FMCG industries: a deep learning analysis of professional students of Odisha
Santanu Kumar Das
Original Article Open access 16 October 2021 Pages: 885 - 907
An approach to pedestrian walking behaviour classification in wireless communication and network failure contexts
Z. H. Kareem
A. A. Zaidan
K. N. Ramli
Original Article Open access 20 October 2021 Pages: 909 - 931
GUV-Net for high fidelity shoeprint generation
Muhammad Hassan
Yan Wang
Dong Xu
Original Article Open access 21 October 2021 Pages: 933 - 947
A generalized TODIM-ELECTRE II method based on linguistic Z-numbers and Dempster–Shafer evidence theory with unknown weight information
Zhengmin Liu
Yawen Bi
Peide Liu
Original Article Open access 27 October 2021 Pages: 949 - 971
Conformal Chebyshev chaotic map-based remote user password authentication protocol using smart card
Chandrashekhar Meshram
Sarita Gajbhiye Meshram
Sharad Kumar Barve
Original Article Open access 29 October 2021 Pages: 973 - 987
Probabilistic screening and behavior of solar cells under Gaussian parametric uncertainty using polynomial chaos representation model
Akshit Samadhiya
Kumari Namrata
Original Article Open access 01 November 2021 Pages: 989 - 1004
AdjMix: simplifying and attending graph convolutional networks
Xun Liu
Fangyuan Lei
Wenguo Wei
Original Article Open access 08 November 2021 Pages: 1005 - 1014
Polynomial Response Surface based on basis function selection by multitask optimization and ensemble modeling
Yong Zhao
Siyu Ye
Xiaohu Zheng
Original Article Open access 10 November 2021 Pages: 1015 - 1034
Electric vehicle charging station planning with dynamic prediction of elastic charging demand: a hybrid particle swarm optimization algorithm
Xingzhen Bai
Zidong Wang
Fuad E. Alsaadi
Original Article Open access 10 November 2021 Pages: 1035 - 1046
Optimal keyframe selection-based lossless video-watermarking technique using IGSA in LWT domain for copyright protection
Roop Singh
Himanshu Mittal
Raju Pal
Original Article Open access 13 November 2021 Pages: 1047 - 1070
A multi-modal and multi-scale emotion-enhanced inference model based on fuzzy recognition
Yan Yu
Dong Qiu
Ruiteng Yan
Original Article Open access 13 November 2021 Pages: 1071 - 1084
Bi-objective scheduling algorithm for scientific workflows on cloud computing platform with makespan and monetary cost minimization approach
Mirsaeid Hosseini Shirvani
Reza Noorian Talouki
Original Article Open access 15 November 2021 Pages: 1085 - 1114
Applications of graph’s complete degree with bipolar fuzzy information
Soumitra Poulik
Ganesh Ghorai
Original Article Open access 17 November 2021 Pages: 1115 - 1127
A deep learning approach based hardware solution to categorise garbage in environment
Tanya Gupta
Rakshit Joshi
Laura Garcia-Hernandez
Original Article Open access 19 November 2021 Pages: 1129 - 1152
Static–dynamic features and hybrid deep learning models based spoof detection system for ASV
Aakshi Mittal
Mohit Dua
Original Article Open access 19 November 2021 Pages: 1153 - 1166
The cross-entropy and improved distance measures for complex q-rung orthopair hesitant fuzzy sets and their applications in multi-criteria decision-making
Peide Liu
Tahir Mahmood
Zeeshan Ali
Original Article Open access 22 November 2021 Pages: 1167 - 1186
XMAP: eXplainable mapping analytical process
Su Nguyen
Binh Tran
Original Article Open access 22 November 2021 Pages: 1187 - 1204
Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target
Weifan Li
Yuanheng Zhu
Dongbin Zhao
Original Article Open access 24 November 2021 Pages: 1205 - 1216
A novel PID-like particle swarm optimizer: on terminal convergence analysis
Chuang Wang
Zidong Wang
Hongjian Liu
Original Article Open access 25 November 2021 Pages: 1217 - 1228
IoT-assisted physical education training network virtualization and resource management using a deep reinforcement learning system
Qiang Li
PriyanMalarvizhi Kumar
Mamoun Alazab
Original Article Open access 02 December 2021 Pages: 1229 - 1242
Intelligent user identity authentication in vehicle security system based on wireless signals
Jie Zhang
Zhongmin Wang
QingLi Yan
Original Article Open access 03 December 2021 Pages: 1243 - 1257
An improved weighted optimization approach for large-scale global optimization
Minyang Chen
Wei Du
Yang Tang
Original Article Open access 04 December 2021 Pages: 1259 - 1280
Complex linear Diophantine fuzzy sets and their cosine similarity measures with applications
Hüseyin Kamacı
Original Article Open access 06 December 2021 Pages: 1281 - 1305
Nonlinear pentagonal intuitionistic fuzzy number and its application in EPQ model under learning and forgetting
Avishek Chakraborty
Shilpi Pal
Shariful Alam
Original Article Open access 08 December 2021 Pages: 1307 - 1322
Noise-immune image blur detection via sequency spectrum truncation
Xiao Liang
Xuewei Wang
Jingbo Guo
Original Article Open access 09 December 2021 Pages: 1323 - 1337
Decomposition approaches for parallel machine scheduling of step-deteriorating jobs to minimize total tardiness and energy consumption
Xiao Wu
Peng Guo
Yakun Wang
Original Article Open access 13 December 2021 Pages: 1339 - 1354
Continuous self-adaptive optimization to learn multi-task multi-agent
Wenqian Liang
Ji Wang
Beibei Han
Original Article Open access 17 December 2021 Pages: 1355 - 1367
Agent-based modeling and life cycle dynamics of COVID-19-related online collective actions
Gang Zhang
Hao Li
Peng Lu
Original Article Open access 17 December 2021 Pages: 1369 - 1387
Traffic incident detection based on a global trajectory spatiotemporal map
Haoxiang Liang
Huansheng Song
Zhaoyang Zhang
Original Article Open access 19 December 2021 Pages: 1389 - 1408
Machine remaining life prediction based on multi-layer self-attention and temporal convolution network
Zhiwu Shang
Baoren Zhang
Jie Zhang
Original Article Open access 20 December 2021 Pages: 1409 - 1424
Reliability aware green workflow scheduling using ε-fuzzy dominance in cloud
Rama Rani
Ritu Garg
Original Article Open access 20 December 2021 Pages: 1425 - 1443
Efficient structural pseudoinverse learning-based hierarchical representation learning for skin lesion classification
Xiaodan Deng
Qian Yin
Ping Guo
Original Article Open access 23 December 2021 Pages: 1445 - 1457
Green road–rail intermodal routing problem with improved pickup and delivery services integrating truck departure time planning under uncertainty: an interactive fuzzy programming approach
Yan Sun
Nan Yu
Baoliang Huang
Original Article Open access 23 December 2021 Pages: 1459 - 1486
Deep metric attention learning for skin lesion classification in dermoscopy images
Xiaoyu He
Yong Wang
Chunli Yao
Original Article Open access 04 January 2022 Pages: 1487 - 1504
Robust affine registration method using line/surface normals and correntropy criterion
Abdurrahman Yilmaz
Hakan Temeltas
Original Article Open access 04 January 2022 Pages: 1 - 19
Deep learning based solder joint defect detection on industrial printed circuit board X-ray images
Qianru Zhang
Meng Zhang
Yong Liang Guan
Original Article Open access 04 January 2022 Pages: 1525 - 1537