1. Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results

   • Laith Abualigah
   • Mohamed Abd Elaziz
   • Amir H. Gandomi

   Review 16 January 2022 Pages: 4081 - 4110

   

2. A differentially private indoor localization scheme with fusion of WiFi and bluetooth fingerprints in edge computing

   • Xuejun Zhang
   • Fucun He
   • Xiaogang Du

   Review Open access 28 January 2022 Pages: 4111 - 4132

   

3. An efficient multilayer RBF neural network and its application to regression problems

   • Qinghua Jiang
   • Lailai Zhu
   • Vinothkumar Sekar

   Original Article 03 November 2021 Pages: 4133 - 4150

   

4. Improving stylized caption compatibility with image content by integrating region context

   • Junlong Feng
   • Jianping Zhao

   Original Article 22 October 2021 Pages: 4151 - 4163

   

5. A novel hybrid approach of ABC with SCA for the parameter optimization of SVR in blind image quality assessment

   • Chunquan Li
   • Yonghua He
   • Peter X. Liu

   Original Article 12 January 2022 Pages: 4165 - 4191

   

6. FMNSICS: Fractional Meyer neuro-swarm intelligent computing solver for nonlinear fractional Lane–Emden systems

   • Zulqurnain Sabir
   • Muhammad Asif Zahoor Raja
   • Dumitru Baleanu

   Original Article 29 October 2021 Pages: 4193 - 4206

   

7. Machine-learning-based top-view safety monitoring of ground workforce on complex industrial sites

   • Gelayol Golcarenarenji
   • Ignacio Martinez-Alpiste
   • Jose Maria Alcaraz-Calero

   Original Article Open access 22 October 2021 Pages: 4207 - 4220

   

8. An optimization model for a manufacturing-inventory system with rework process based on failure severity under multiple constraints

   • Ata Allah Taleizadeh
   • Reza Askari
   • Ioannis Konstantaras

   Original Article 22 October 2021 Pages: 4221 - 4264

   

9. Observer-based adaptive control and faults estimation for T-S fuzzy singular fractional order systems

   • Yuqing Yan
   • Huaguang Zhang
   • Yingchun Wang

   Original Article 19 January 2022 Pages: 4265 - 4275

   

10. Time-varying formation control with general linear multi-agent systems by distributed event-triggered mechanisms under fixed and switching topologies

    • Juan Zhang
    • Huaguang Zhang
    • Shaoxin Sun

    Original Article 03 January 2022 Pages: 4277 - 4294

    

11. 2D fully chaotic map for image encryption constructed through a quadruple-objective optimization via artificial bee colony algorithm

    • Abdurrahim Toktas
    • Uğur Erkan

    Original Article 01 November 2021 Pages: 4295 - 4319

    

12. GOWSeqStream: an integrated sequential embedding and graph-of-words for short text stream clustering

    • Tham Vo

    Original Article 28 October 2021 Pages: 4321 - 4341

    

13. Sparse one-dimensional convolutional neural network-based feature learning for fault detection and diagnosis in multivariable manufacturing processes

    • Jianbo Yu
    • Chengyi Zhang
    • Shijin Wang

    Original Article 29 October 2021 Pages: 4343 - 4366

    

14. An improved medical image synthesis approach based on marine predators algorithm and maximum Gabor energy

    • Phu-Hung Dinh

    Original Article 22 October 2021 Pages: 4367 - 4385

    

15. A MAS approach for vehicle routing problem

    • Mir Mohammad Alipour
    • Hojjat Emami
    • Mohsen Abdolhosseinzadeh

    Original Article 08 January 2022 Pages: 4387 - 4411

    

16. Mining periodic patterns from spatio-temporal trajectories using FGO-based artificial neural network optimization model

    • Pragati Upadhyay
    • M. K. Pandey
    • Narendra Kohli

    Original Article 02 November 2021 Pages: 4413 - 4424

    

17. Feature learning via multi-action forms supervising force for face recognition

    • Zhengzheng Sun
    • Lianfang Tian
    • Zhaolin Wang

    Original Article 29 October 2021 Pages: 4425 - 4436

    

18. Co-embedding: a semi-supervised multi-view representation learning approach

    • Xiaodong Jia
    • Xiao-Yuan Jing
    • Chang-Hui Hu

    Original Article 30 October 2021 Pages: 4437 - 4457

    

19. Robust image features for classification and zero-shot tasks by merging visual and semantic attributes

    • Damares Crystina Oliveira de Resende
    • Moacir Antonelli Ponti

    Original Article 06 January 2022 Pages: 4459 - 4471

    

20. A dataset and benchmark for malaria life-cycle classification in thin blood smear images

    • Qazi Ammar Arshad
    • Mohsen Ali
    • Waqas Sultani

    Original Article 10 November 2021 Pages: 4473 - 4485

    

21. Stabilization of stochastic delayed networks with Markovian switching via intermittent control: an averaging technique

    • Ying Guo
    • Jiqiang Feng

    Original Article 13 January 2022 Pages: 4487 - 4499

    

22. New criteria on the finite-time stability of fractional-order BAM neural networks with time delay

    • Xuemei Li
    • Xinge Liu
    • Shuailei Zhang

    Original Article 10 November 2021 Pages: 4501 - 4517

    

23. Cross-domain learning using optimized pseudo labels: toward adaptive car detection in different weather conditions and urban cities

    • Ke Wang
    • Lianhua Zhang
    • Junlan Chen

    Original Article 26 October 2021 Pages: 4519 - 4529

    

24. Histogram-based fast and robust image clustering using stochastic fractal search and morphological reconstruction

    • Arunita Das
    • Krishna Gopal Dhal
    • Jorge Gálvez

    Original Article 26 October 2021 Pages: 4531 - 4554

    

25. An improved fuzzy logic control-based MPPT method to enhance the performance of PEM fuel cell system

    • Mokhtar Aly
    • Hegazy Rezk

    Original Article 22 October 2021 Pages: 4555 - 4566

    

26. An adaptive intelligent diagnostic system to predict early stage of parkinson's disease using two-stage dimension reduction with genetically optimized lightgbm algorithm

    • Joy Dhar

    Original Article 21 October 2021 Pages: 4567 - 4593

    

27. Deep learning inspired intelligent embedded system for haptic rendering of facial emotions to the blind

    • Sumeet Saurav
    • Anil Kumar Saini
    • Sanjay Singh

    Original Article 24 October 2021 Pages: 4595 - 4623

    

28. Graph neural network for Hamiltonian-based material property prediction

    • Hexin Bai
    • Peng Chu
    • Haibin Ling

    Original Article 13 November 2021 Pages: 4625 - 4632

    

29. Evaluation of machine learning methods for rock mass classification

    • Allan Erlikhman Medeiros Santos
    • Milene Sabino Lana
    • Tiago Martins Pereira

    Original Article 26 October 2021 Pages: 4633 - 4642

    

30. Improved extreme learning machine with AutoEncoder and particle swarm optimization for short-term wind power prediction

    • Dounia El Bourakadi
    • Ali Yahyaouy
    • Jaouad Boumhidi

    Original Article 23 October 2021 Pages: 4643 - 4659

    

31. Deep long short-term memory based model for agricultural price forecasting

    • Ronit Jaiswal
    • Girish K. Jha
    • Kapil Choudhary

    Original Article 06 November 2021 Pages: 4661 - 4676

    

32. Population synthesis for urban resident modeling using deep generative models

    • Martin Johnsen
    • Oliver Brandt
    • Francisco Pereira

    Original Article 03 November 2021 Pages: 4677 - 4692

    

33. Fractional-order optimal control model for the equipment management optimization problem with preventive maintenance

    • Yanping Gong
    • Mingjiang Zha
    • Zhanmei Lv

    Original Article 08 November 2021 Pages: 4693 - 4714

    

34. A deep learning-assisted mathematical model for decongestion time prediction at railroad grade crossings

    • Zhuocheng Jiang
    • Feng Guo
    • W. David Pan

    Original Article 28 October 2021 Pages: 4715 - 4732

    

35. Attentive fine-grained recognition for cross-domain few-shot classification

    • Liangbing Sa
    • Chongchong Yu
    • Tao Xie

    Original Article 31 January 2022 Pages: 4733 - 4746

    

36. DB-NMS: improving non-maximum suppression with density-based clustering

    • Li Rui
    • Xue-song Tang
    • Kuangrong Hao

    Original Article 25 October 2021 Pages: 4747 - 4757

    

37. Leak detection and localization in water distribution networks by combining expert knowledge and data-driven models

    • Adrià Soldevila
    • Giacomo Boracchi
    • Vicenç Puig

    Original Article 14 November 2021 Pages: 4759 - 4779

    

38. Deep neural network-based relation extraction: an overview

    • Hailin Wang
    • Ke Qin
    • Jin Yin

    Original Article 05 January 2022 Pages: 4781 - 4801

    

39. A novel deep learning approach for intelligent fault diagnosis applications based on time-frequency images

    • Özgür Gültekin
    • Eyüp Çinar
    • Ahmet Yazıcı

    Original Article 06 January 2022 Pages: 4803 - 4812

    

40. Deep learning for short-term origin–destination passenger flow prediction under partial observability in urban railway systems

    • Wenhua Jiang
    • Zhenliang Ma
    • Haris N. Koutsopoulos

    Original Article 10 January 2022 Pages: 4813 - 4830

    

41. Long short term memory based functional characterization model for unknown protein sequences using ensemble of shallow and deep features

    • Saurabh Agrawal
    • Dilip Singh Sisodia
    • Naresh Kumar Nagwani

    Original Article 15 November 2021 Pages: 4831 - 4841

    

42. Exocytotic vesicle fusion classification for early disease diagnosis using a mobile GPU microsystem

    • Szymon Szczęsny
    • Paweł Pietrzak

    Original Article Open access 12 November 2021 Pages: 4843 - 4854

    

43. Fuzzy k-plane clustering method with local spatial information for segmentation of human brain MRI image

    • Puneet Kumar
    • Dhirendra Kumar
    • Ramesh Kumar Agrawal

    Original Article 12 November 2021 Pages: 4855 - 4874

    

44. Development of accurate automated language identification model using polymer pattern and tent maximum absolute pooling techniques

    • Turker Tuncer
    • Sengul Dogan
    • U. Rajendra Acharya

    Original Article 20 January 2022 Pages: 4875 - 4888

    

45. Heuristic-based automatic pruning of deep neural networks

    • Tejalal Choudhary
    • Vipul Mishra
    • Jagannathan Sarangapani

    Original Article 10 January 2022 Pages: 4889 - 4903

    

46. Borrowing wisdom from world: modeling rich external knowledge for Chinese named entity recognition

    • Yu Nie
    • Yilai Zhang
    • Lisha Yang

    Original Article 09 January 2022 Pages: 4905 - 4922

    

47. Performance enhancement and ANN prediction of R600a vapour compression refrigeration system using CuO/Sio₂ hybrid nanolubricants: an energy conservation approach

    • A. Senthilkumar
    • A. Anderson
    • Saravanan Alagarsamy

    Original Article 09 November 2021 Pages: 4923 - 4935

    

48. A new extension of FDOSM based on Pythagorean fuzzy environment for evaluating and benchmarking sign language recognition systems

    • Mohammed S. Al-Samarraay
    • Mahmood M. Salih
    • A. S. Albahri

    Original Article 10 January 2022 Pages: 4937 - 4955

    

49. Design of innovative CAPTCHA for hindi language

    • Mohinder Kumar
    • M. K. Jindal
    • Munish Kumar

    Original Article 15 January 2022 Pages: 4957 - 4992

    

50. Real-time super-resolution mapping of locally anisotropic grain orientations for ultrasonic non-destructive evaluation of crystalline material

    • Jonathan Singh
    • Katherine Tant
    • Anthony Mulholland

    Original Article Open access 20 November 2021 Pages: 4993 - 5010