1. A combination of supervised dimensionality reduction and learning methods to forecast solar radiation

   • Esteban García-Cuesta
   • Ricardo Aler
   • Inés M. Galván

   OriginalPaper Open access 06 October 2022 Pages: 13053 - 13066

   

2. Single image super-resolution via a ternary attention network

   • Lianping Yang
   • Jian Tang
   • Xin Wang

   OriginalPaper 06 October 2022 Pages: 13067 - 13081

   

3. Rough set approximations based on a matroidal structure over three sets

   • Gang Wang
   • Hua Mao
   • Lanzhen Yang

   OriginalPaper 06 October 2022 Pages: 13082 - 13109

   

4. Attentive recurrent adversarial domain adaptation with Top-k pseudo-labeling for time series classification

   • Qi-Qiao He
   • Shirley Weng In Siu
   • Yain-Whar Si

   OriginalPaper 06 October 2022 Pages: 13110 - 13129

   

5. Feature selection using class-level regularized self-representation

   • Zhenghua Lu
   • Qihuan Chu

   OriginalPaper 06 October 2022 Pages: 13130 - 13144

   

6. Dual-channel and multi-granularity gated graph attention network for aspect-based sentiment analysis

   • Yong Wang
   • Ningchuang Yang
   • Qiuyi Chen

   OriginalPaper 06 October 2022 Pages: 13145 - 13157

   

7. Multi-view improved sequence behavior with adaptive multi-task learning in ranking

   • Yingshuai Wang
   • Dezheng Zhang
   • Aziguli Wulamu

   OriginalPaper 06 October 2022 Pages: 13158 - 13177

   

8. Business process remaining time prediction using explainable reachability graph from gated RNNs

   • Rui Cao
   • Qingtian Zeng
   • Ziqi Zhao

   OriginalPaper 07 October 2022 Pages: 13178 - 13191

   

9. Personalized lane change decision algorithm using deep reinforcement learning approach

   • Daofei Li
   • Ao Liu

   OriginalPaper 07 October 2022 Pages: 13192 - 13205

   

10. A single-valued neutrosophic Gaussian process regression approach for stability prediction of open-pit mine slopes

    • Jibo Qin
    • Jun Ye
    • Shigui Du

    OriginalPaper 08 October 2022 Pages: 13206 - 13223

    

11. Opposition-based sine cosine optimizer utilizing refraction learning and variable neighborhood search for feature selection

    • Bilal H. Abed-alguni
    • Noor Aldeen Alawad
    • David Paul

    OriginalPaper 08 October 2022 Pages: 13224 - 13260

    

12. An evolving graph convolutional network for dynamic functional brain network

    • Xinlei Wang
    • Junchang Xin
    • Zhiqiong Wang

    OriginalPaper 08 October 2022 Pages: 13261 - 13274

    

13. Detection and localization of splicing on remote sensing images using image-to-image transformation

    • Rawan Alsughayer
    • Muhammad Hussain
    • Hatim AboalSamh

    OriginalPaper 08 October 2022 Pages: 13275 - 13292

    

14. Reason more like human: Incorporating meta information into hierarchical reinforcement learning for knowledge graph reasoning

    • Yi Xia
    • Junyong Luo
    • Shuo Liu

    OriginalPaper 08 October 2022 Pages: 13293 - 13308

    

15. Optimal stroke learning with policy gradient approach for robotic table tennis

    • Yapeng Gao
    • Jonas Tebbe
    • Andreas Zell

    OriginalPaper 08 October 2022 Pages: 13309 - 13322

    

16. Identifying key grid cells for crowd flow predictions based on CNN-based models with the Grad-CAM kit

    • Sheng-Min Chiu
    • Yow-Shin Liou
    • Tzu-Yin Chang

    OriginalPaper 08 October 2022 Pages: 13323 - 13351

    

17. Feature selection and clustering based web service selection using QoSs

    • Lalit Purohit
    • Santosh S. Rathore
    • Sandeep Kumar

    OriginalPaper 08 October 2022 Pages: 13352 - 13377

    

18. s-LMPNet: a super-lightweight multi-stage progressive network for image super-resolution

    • Meng Li
    • Bo Ma
    • Yulin Zhang

    OriginalPaper 10 October 2022 Pages: 13378 - 13397

    

19. Multi-feature fusion enhanced transformer with multi-layer fused decoding for image captioning

    • Jing Zhang
    • Zhongjun Fang
    • Zhe Wang

    OriginalPaper 10 October 2022 Pages: 13398 - 13414

    

20. Nash equilibrium inspired greedy search for solving flow shop scheduling problems

    • Jabrane Belabid
    • Said Aqil
    • Karam Allali

    OriginalPaper 10 October 2022 Pages: 13415 - 13431

    

21. LMA: lightweight mixed-domain attention for efficient network design

    • Yang Yu
    • Yi Zhang
    • Cheng-Kai Tang

    OriginalPaper 11 October 2022 Pages: 13432 - 13451

    

22. A task allocation algorithm based on reinforcement learning in spatio-temporal crowdsourcing

    • Bingxu Zhao
    • Hongbin Dong
    • Tingwei Pan

    OriginalPaper 11 October 2022 Pages: 13452 - 13469

    

23. SubTST: a consolidation of sub-word latent topics and sentence transformer in semantic representation

    • Binh Dang
    • Tung Le
    • Le-Minh Nguyen

    OriginalPaper 11 October 2022 Pages: 13470 - 13487

    

24. Know-UCP: locally weighted linear regression based approach for UCP estimation

    • Suyash Shukla
    • Sandeep Kumar

    OriginalPaper 12 October 2022 Pages: 13488 - 13505

    

25. Discovering a cohesive football team through players’ attributed collaboration networks

    • Shenbao Yu
    • Yifeng Zeng
    • Bilian Chen

    OriginalPaper Open access 12 October 2022 Pages: 13506 - 13526

    

26. A cascaded refined rgb-d salient object detection network based on the attention mechanism

    • Guanyu Zong
    • Longsheng Wei
    • Yongtao Wang

    OriginalPaper 12 October 2022 Pages: 13527 - 13548

    

27. A hybrid framework for multivariate long-sequence time series forecasting

    • Xiaohu Wang
    • Yong Wang
    • Xueliang Tang

    OriginalPaper 13 October 2022 Pages: 13549 - 13568

    

28. A self-organizing fuzzy neural network modeling approach using an adaptive quantum particle swarm optimization

    • Hongbiao Zhou
    • Yang Li
    • Lianghai Chen

    OriginalPaper 13 October 2022 Pages: 13569 - 13592

    

29. View incremental decremental multi-view discriminant analysis

    • Saroj S. Shivagunde
    • V. Vijaya Saradhi

    OriginalPaper 13 October 2022 Pages: 13593 - 13607

    

30. Multi-constraints in deep graph convolutional networks with initial residual

    • Hui Chen
    • Yuancheng Li

    OriginalPaper 14 October 2022 Pages: 13608 - 13620

    

31. Trajectory prediction of flying vehicles based on deep learning methods

    • Minghu Tan
    • Hong Shen
    • Bin Chai

    OriginalPaper 14 October 2022 Pages: 13621 - 13642

    

32. User location-aware edge services selection based on generative adversarial network and improved ant colony algorithm

    • Xiuguo Zhang
    • Shasha Tian
    • Zhiying Cao

    OriginalPaper 14 October 2022 Pages: 13643 - 13664

    

33. Multi-source inverse-curriculum-based training for low-resource dialogue generation

    • Fuwei Cui
    • Hui Di
    • Jinan Xu

    OriginalPaper 14 October 2022 Pages: 13665 - 13676

    

34. A review of cooperative multi-agent deep reinforcement learning

    • Afshin Oroojlooy
    • Davood Hajinezhad

    OriginalPaper 14 October 2022 Pages: 13677 - 13722

    

35. JointGraph: joint pre-training framework for traffic forecasting with spatial-temporal gating diffusion graph attention network

    • Xiangyuan Kong
    • Xiang Wei
    • Wei Lu

    OriginalPaper 15 October 2022 Pages: 13723 - 13740

    

36. Gradient-only surrogate to resolve learning rates for robust and consistent training of deep neural networks

    • Younghwan Chae
    • Daniel N. Wilke
    • Dominic Kafka

    OriginalPaper 15 October 2022 Pages: 13741 - 13762

    

37. Underdetermined blind source separation method based on quantum Archimedes optimization algorithm

    • Hongyuan Gao
    • Zhiwei Zhang
    • Helin Sun

    OriginalPaper 17 October 2022 Pages: 13763 - 13800

    

38. Serial fuzzy system algorithm for predicting biological activity of anti-breast cancer compounds

    • Wendi Zhao
    • Dewang Chen
    • Yuqi Lu

    OriginalPaper 17 October 2022 Pages: 13801 - 13814

    

39. A two-phase filtering of discriminative shapelets learning for time series classification

    • Chen Li
    • Yuan Wan
    • Huanhuan Li

    OriginalPaper 17 October 2022 Pages: 13815 - 13833

    

40. A novel approach to attribute reduction and rule acquisition of formal decision context

    • Qian Hu
    • Keyun Qin
    • Binbin Xue

    OriginalPaper 17 October 2022 Pages: 13834 - 13851

    

41. Improved generalization performance of convolutional neural networks with LossDA

    • Juncheng Liu
    • Yili Zhao

    OriginalPaper Open access 17 October 2022 Pages: 13852 - 13866

    

42. An efficient lightweight CNN acceleration architecture for edge computing based-on FPGA

    • Ruidong Wu
    • Bing Liu
    • Haolin Chen

    OriginalPaper 18 October 2022 Pages: 13867 - 13881

    

43. An ensemble algorithm integrating consensus-clustering with feature weighting based ranking and probabilistic fuzzy logic-multilayer perceptron classifier for diagnosis and staging of breast cancer using heterogeneous datasets

    • Subhashis Chatterjee
    • Ananya Das

    OriginalPaper 18 October 2022 Pages: 13882 - 13923

    

44. LDoS attack traffic detection based on feature optimization extraction and DPSA-WGAN

    • Wengang Ma
    • Ruiqi Liu
    • Jin Guo

    OriginalPaper 18 October 2022 Pages: 13924 - 13955

    

45. Multibranch multilevel federated learning for a better feature extraction and a plug-and-play dynamic-adjusting double flow personalization approach

    • Maoye Ren
    • Xinhai Yu

    OriginalPaper 19 October 2022 Pages: 13956 - 13971

    

46. Feature selection optimized by the artificial immune algorithm based on genome shuffling and conditional lethal mutation

    • Yongbin Zhu
    • Tao Li
    • Xiaolong Lan

    OriginalPaper 19 October 2022 Pages: 13972 - 13992

    

47. Fixed global memory for controllable long text generation

    • Zheng Chen
    • Zhejun Liu

    OriginalPaper 20 October 2022 Pages: 13993 - 14007

    

48. Mjolnir: A framework agnostic auto-tuning system with deep reinforcement learning

    • Nourchene Ben Slimane
    • Houssem Sagaama
    • Sabri Skhiri

    OriginalPaper 20 October 2022 Pages: 14008 - 14022

    

49. A dictionary based model for bengali document classification

    • Debapratim Das Dawn
    • Abhinandan Khan
    • Rajat Kumar Pal

    OriginalPaper 20 October 2022 Pages: 14023 - 14042

    

50. Optimal electricity distribution of ‘three innovations’ manufacturing enterprises under China’s peak carbon strategy

    • Chonghui Zhang
    • Zixu Guo
    • Huanhuan Jin

    OriginalPaper 20 October 2022 Pages: 14043 - 14057