1. Literature review: efficient deep neural networks techniques for medical image analysis

   • Mohamed A. Abdou

   Review 01 February 2022 Pages: 5791 - 5812

   

2. Review on R&D task integrated management of intelligent manufacturing equipment

   • Teng Ren
   • Tianyu Luo
   • Shang Xiang

   Review 19 February 2022 Pages: 5813 - 5837

   

3. A deep learning model for behavioural credit scoring in banks

   • Maher Ala’raj
   • Maysam F. Abbod
   • Luay Jum’a

   Original Article 14 January 2022 Pages: 5839 - 5866

   

4. A new hybrid deep learning-based phishing detection system using MCS-DNN classifier

   • J. Anitha
   • M. Kalaiarasu

   Original Article 14 January 2022 Pages: 5867 - 5882

   

5. An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions

   • Chao Wang
   • Laifa Tao
   • Jian Ma

   Original Article 16 January 2022 Pages: 5883 - 5904

   

6. AM-ConvGRU: a spatio-temporal model for typhoon path prediction

   • Guangning Xu
   • Di Xian
   • Xiuqing Hu

   Original Article 18 January 2022 Pages: 5905 - 5921

   

7. Quick extreme learning machine for large-scale classification

   • Audi Albtoush
   • Manuel Fernández-Delgado
   • Senén Barro

   Original Article 18 January 2022 Pages: 5923 - 5938

   

8. Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities

   • Peter Olukanmi
   • Fulufhelo Nelwamondo
   • Bhekisipho Twala

   Original Article 20 January 2022 Pages: 5939 - 5958

   

9. Visual and language semantic hybrid enhancement and complementary for video description

   • Pengjie Tang
   • Yunlan Tan
   • Wenlang Luo

   Original Article 20 January 2022 Pages: 5959 - 5977

   

10. NeuroVision: perceived image regeneration using cProGAN

    • Sanchita Khare
    • Rajiv Nayan Choubey
    • Venkanna Udutalapalli

    Original Article 06 January 2022 Pages: 5979 - 5991

    

11. Utilizing deep learning models in CSI-based human activity recognition

    • Eman Shalaby
    • Nada ElShennawy
    • Amany Sarhan

    Original Article 07 January 2022 Pages: 5993 - 6010

    

12. YOLO-SLAM: A semantic SLAM system towards dynamic environment with geometric constraint

    • Wenxin Wu
    • Liang Guo
    • Zhiqiang Chen

    Original Article 08 January 2022 Pages: 6011 - 6026

    

13. Neighbourhood component analysis and deep feature-based diagnosis model for middle ear otoscope images

    • Erdal Başaran
    • Zafer Cömert
    • Yüksel Çelik

    Original Article 08 January 2022 Pages: 6027 - 6038

    

14. Pose-invariant face recognition with multitask cascade networks

    • Omar Elharrouss
    • Noor Almaadeed
    • Fouad Khelifi

    Original Article 09 January 2022 Pages: 6039 - 6052

    

15. An advanced form-finding of tensegrity structures aided with noise-tolerant zeroing neural network

    • Zhongbo Sun
    • Liming Zhao
    • Chunxu Li

    Original Article 09 January 2022 Pages: 6053 - 6066

    

16. Open set task augmentation facilitates generalization of deep neural networks trained on small data sets

    • Wadhah Zai El Amri
    • Felix Reinhart
    • Wolfram Schenck

    Original Article Open access 09 December 2021 Pages: 6067 - 6083

    

17. RIECNN: real-time image enhanced CNN for traffic sign recognition

    • Reem Abdel-Salam
    • Rana Mostafa
    • Ahmed H. Abdel-Gawad

    Original Article 09 January 2022 Pages: 6085 - 6096

    

18. Multi-view multi-label-based online method with threefold correlations and dynamic updating multi-region

    • Changming Zhu
    • Shuaiping Guo
    • Witold Pedrycz

    Original Article 09 January 2022 Pages: 6097 - 6117

    

19. An improved equilibrium optimizer for optimal placement of photovoltaic systems in radial distribution power networks

    • Thang Trung Nguyen
    • Thuan Thanh Nguyen
    • Minh Quan Duong

    Original Article 09 January 2022 Pages: 6119 - 6148

    

20. Multi-scale strip pooling feature aggregation network for cloud and cloud shadow segmentation

    • Chen Lu
    • Min Xia
    • Haifeng Lin

    Original Article 10 January 2022 Pages: 6149 - 6162

    

21. Event-triggered leader-following synchronization of delayed dynamical networks with intermittent coupling

    • Mei Sun
    • Deguang Lyu
    • Qiang Jia

    Original Article 10 January 2022 Pages: 6163 - 6170

    

22. Data-driven wind turbine wake modeling via probabilistic machine learning

    • S. Ashwin Renganathan
    • Romit Maulik
    • Giacomo Valerio Iungo

    Original Article 11 January 2022 Pages: 6171 - 6186

    

23. A novel early warning strategy for right-turning blind zone based on vulnerable road users detection

    • Lei Han
    • Peng Zheng
    • Zutao Zhang

    Original Article 11 January 2022 Pages: 6187 - 6206

    

24. “What-Where” sparse distributed invariant representations of visual patterns

    • Luis Sa-Couto
    • Andreas Wichert

    Original Article 13 January 2022 Pages: 6207 - 6214

    

25. Adaptive consensus tracking control of strict-feedback nonlinear multi-agent systems with unknown dynamic leader

    • Yang Cui
    • Xiaoping Liu

    Original Article 13 January 2022 Pages: 6215 - 6226

    

26. A real-time adaptive network intrusion detection for streaming data: a hybrid approach

    • Mozamel M. Saeed

    Original Article 14 January 2022 Pages: 6227 - 6240

    

27. Accelerated duality-aware correlation filters for visual tracking

    • Libin Xu
    • Mingliang Gao
    • Gwanggil Jeon

    Original Article 14 January 2022 Pages: 6241 - 6256

    

28. Short-term forecasting of the Italian load demand during the Easter Week

    • Alessandro Incremona
    • Giuseppe De Nicolao

    Original Article 14 January 2022 Pages: 6257 - 6271

    

29. A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting

    • Yong Dai
    • Manoj Khandelwal
    • Peixi Yang

    Original Article 15 January 2022 Pages: 6273 - 6288

    

30. A twin-decoder structure for incompressible laminar flow reconstruction with uncertainty estimation around 2D obstacles

    • J. Chen
    • J. Viquerat
    • E. Hachem

    Original Article 15 January 2022 Pages: 6289 - 6305

    

31. Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems

    • Chnoor M. Rahman
    • Tarik A. Rashid
    • Seyedali Mirjalili

    Original Article 15 January 2022 Pages: 6307 - 6329

    

32. Improving question answering over incomplete knowledge graphs with relation prediction

    • Fen Zhao
    • Yinguo Li
    • Ling Bai

    Original Article 16 January 2022 Pages: 6331 - 6348

    

33. Stark spectral line broadening modeling by machine learning algorithms

    • Irinel Tapalaga
    • Ivan Traparić
    • Ivan P. Dojčinović

    Original Article 16 January 2022 Pages: 6349 - 6358

    

34. A background-aware correlation filter with adaptive saliency-aware regularization for visual tracking

    • Jianming Zhang
    • Tingyu Yuan
    • Jin Wang

    Original Article 16 January 2022 Pages: 6359 - 6376

    

35. Kimesurface representation and tensor linear modeling of longitudinal data

    • Rongqian Zhang
    • Yupeng Zhang
    • Ivo D. Dinov

    Original Article 16 January 2022 Pages: 6377 - 6396

    

36. Joint extraction of entities and relations using multi-label tagging and relational alignment

    • Tingting Hang
    • Jun Feng
    • Jiamin Lu

    Original Article 17 January 2022 Pages: 6397 - 6412

    

37. DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating

    • Linhao Luo
    • Xiaofeng Zhang
    • Xiaofei Yang

    Original Article 17 January 2022 Pages: 6413 - 6425

    

38. An efficient binary chimp optimization algorithm for feature selection in biomedical data classification

    • Elnaz Pashaei
    • Elham Pashaei

    Original Article 17 January 2022 Pages: 6427 - 6451

    

39. Toward an action-granularity-oriented modularization strategy for complex mechanical products using a hybrid GGA-CGA method

    • Liming Xiao
    • Guangquan Huang
    • Genbao Zhang

    Original Article 17 January 2022 Pages: 6453 - 6487

    

40. M-GCN: Brain-inspired memory graph convolutional network for multi-label image recognition

    • Xiao Yao
    • Feiyang Xu
    • Peipei Wang

    Original Article 17 January 2022 Pages: 6489 - 6502

    

41. Comparing the performance of Hebbian against backpropagation learning using convolutional neural networks

    • Gabriele Lagani
    • Fabrizio Falchi
    • Giuseppe Amato

    Original Article 18 January 2022 Pages: 6503 - 6519

    

42. Chaos synchronization using adaptive quantum neural networks and its application in secure communication and cryptography

    • Fatemeh Aliabadi
    • Mohammad-Hassan Majidi
    • Saeed Khorashadizadeh

    Original Article 18 January 2022 Pages: 6521 - 6533

    

43. Prediction of the compressive strength of concrete using various predictive modeling techniques

    • Sakshi Gupta
    • Parveen Sihag

    Original Article 20 January 2022 Pages: 6535 - 6545

    

44. MEDAS: an open-source platform as a service to help break the walls between medicine and informatics

    • Liang Zhang
    • Johann Li
    • Björn W. Schuller

    Original Article 16 January 2022 Pages: 6547 - 6567

    

45. Correction to: Classification of thermal image of clinical burn based on incremental reinforcement learning

    • Xianjun Wu
    • Wendong Huang
    • Jinbo Huang

    Correction 16 May 2021 Pages: 6569 - 6569

46. Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques

    • David Morales
    • Estefania Talavera
    • Beatriz Remeseiro

    Correction 16 September 2021 Pages: 6571 - 6574

    

47. Correction to: Use of GMDH-type neural network to model the mechanical behavior of a cement-treated sand

    • Hossein MolaAbasi
    • Aghileh Khajeh
    • Reza Jamshidi Chenari

    Correction 29 October 2021 Pages: 6575 - 6575

48. Correction to: A deep learning-assisted mathematical model for decongestion time prediction at railroad grade crossings

    • Zhuocheng Jiang
    • Feng Guo
    • W. David Pan

    Correction 28 November 2021 Pages: 6577 - 6577

49. Correction to: A hybrid deep neural network approach to estimate reference evapotranspiration using limited climate data

    • Gitika Sharma
    • Ashima Singh
    • Sushma Jain

    Correction 30 December 2021 Pages: 6579 - 6579

50. Correction To: Combining functional near-infrared spectroscopy and EEG measurements for the diagnosis of attention-deficit hyperactivity disorder

    • Ayşegül Güven
    • Miray Altınkaynak
    • Turgay Batbat

    Correction 20 February 2022 Pages: 6581 - 6581