1. 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

2. 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

   

3. 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

   

4. 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

   

5. 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

   

6. 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

   

7. 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

   

8. 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

   

9. Memristor crossbar architectures for implementing deep neural networks

   • Xiaoyang Liu
   • Zhigang Zeng

   Original Article Open access 20 July 2021 Pages: 787 - 802

   

10. 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

    

11. 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

    

12. 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

    

13. 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

    

14. 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

    

15. 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

    

16. 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

    

17. GUV-Net for high fidelity shoeprint generation

    • Muhammad Hassan
    • Yan Wang
    • Dong Xu

    Original Article Open access 21 October 2021 Pages: 933 - 947

    

18. 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

    

19. 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

    

20. 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

    

21. AdjMix: simplifying and attending graph convolutional networks

    • Xun Liu
    • Fangyuan Lei
    • Wenguo Wei

    Original Article Open access 08 November 2021 Pages: 1005 - 1014

    

22. 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

    

23. 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

    

24. 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

    

25. 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

    

26. 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

    

27. Applications of graph’s complete degree with bipolar fuzzy information

    • Soumitra Poulik
    • Ganesh Ghorai

    Original Article Open access 17 November 2021 Pages: 1115 - 1127

    

28. 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

    

29. 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

    

30. 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

    

31. XMAP: eXplainable mapping analytical process

    • Su Nguyen
    • Binh Tran

    Original Article Open access 22 November 2021 Pages: 1187 - 1204

    

32. 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

    

33. 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

    

34. 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

    

35. 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

    

36. 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

    

37. Complex linear Diophantine fuzzy sets and their cosine similarity measures with applications

    • Hüseyin Kamacı

    Original Article Open access 06 December 2021 Pages: 1281 - 1305

    

38. 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

    

39. 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

    

40. 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

    

41. 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

    

42. 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

    

43. 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

    

44. 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

    

45. 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

    

46. 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

    

47. 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

    

48. 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

    

49. 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

    

50. 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