1. Advanced metaheuristic optimization techniques in applications of deep neural networks: a review

   • Mohamed Abd Elaziz
   • Abdelghani Dahou
   • Songfeng Lu

   Review Article 18 April 2021 Pages: 14079 - 14099

   

2. Boosting algorithms in energy research: a systematic review

   • Hristos Tyralis
   • Georgia Papacharalampous

   Review Article 19 April 2021 Pages: 14101 - 14117

   

3. A new modified grey wolf optimization algorithm proposal for a fundamental engineering problem in robotics

   • Serkan Dereli

   Original Article 29 April 2021 Pages: 14119 - 14131

   

4. A new approach to predict ulcerative colitis activity through standard clinical–biological parameters using a robust neural network model

   • Iolanda V. Popa
   • Alexandru Burlacu
   • Cătălina Mihai

   Original Article 02 May 2021 Pages: 14133 - 14146

   

5. Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network

   • Piyush Rawat
   • Siddhartha Chauhan

   Original Article 09 May 2021 Pages: 14147 - 14165

   

6. Deep autoencoders for feature learning with embeddings for recommendations: a novel recommender system solution

   • Kiran Rama
   • Pradeep Kumar
   • Bharat Bhasker

   Original Article 06 June 2021 Pages: 14167 - 14177

   

7. Image classification method on class imbalance datasets using multi-scale CNN and two-stage transfer learning

   • Jiahuan Liu
   • Fei Guo
   • Huamin Zhou

   Original Article 24 September 2021 Pages: 14179 - 14197

   

8. Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)

   • Samaher Al-Janabi
   • Ayad Alkaim
   • M. Mustafa

   Original Article 20 May 2021 Pages: 14199 - 14229

   

9. Zeroing neural network for bound-constrained time-varying nonlinear equation solving and its application to mobile robot manipulators

   • Zhisheng Ma
   • Shihang Yu
   • Dongsheng Guo

   Original Article 11 May 2021 Pages: 14231 - 14245

   

10. Exclusive lasso-based k-nearest-neighbor classification

    • Lin Qiu
    • Yanpeng Qu
    • Qiang Shen

    Original Article 10 May 2021 Pages: 14247 - 14261

    

11. Two-plant production model with customers’ demand dependent on warranty period of the product and carbon emission level of the manufacturer via different meta-heuristic algorithms

    • Amalesh Kumar Manna
    • Tanmoy Benerjee
    • Asoke Kumar Bhunia

    Original Article 23 May 2021 Pages: 14263 - 14281

    

12. A heuristic-based multi-choice goal programming for the stochastic sustainable-resilient routing-allocation problem in relief logistics

    • Zakie Mamashli
    • Ali Bozorgi-Amiri
    • Jafar Heydari

    Original Article 14 May 2021 Pages: 14283 - 14309

    

13. A novel image encryption scheme based on multi-directional diffusion technique and integrated chaotic map

    • Milad Riyahi
    • Marjan Kuchaki Rafsanjani
    • Rouzbeh Motevalli

    Original Article 16 May 2021 Pages: 14311 - 14326

    

14. Marine predators algorithm for optimal allocation of active and reactive power resources in distribution networks

    • Ahmad Eid
    • Salah Kamel
    • Laith Abualigah

    Original Article 12 May 2021 Pages: 14327 - 14355

    

15. Advances in machine translation for sign language: approaches, limitations, and challenges

    • Uzma Farooq
    • Mohd Shafry Mohd Rahim
    • Adnan Abid

    Original Article 18 May 2021 Pages: 14357 - 14399

    

16. Can deep learning solve a preschool image understanding problem?

    • Bidyut Das
    • Arif Ahmed Sekh
    • Santanu Phadikar

    Original Article 12 May 2021 Pages: 14401 - 14411

    

17. Automatic identification of commodity label images using lightweight attention network

    • Junde Chen
    • Adnan Zeb
    • Y. A. Nanehkaran

    Original Article 06 May 2021 Pages: 14413 - 14428

    

18. End-to-end recurrent denoising autoencoder embeddings for speaker identification

    • Esther Rituerto-González
    • Carmen Peláez-Moreno

    Original Article 10 May 2021 Pages: 14429 - 14439

    

19. A deep learning approach using graph convolutional networks for slope deformation prediction based on time-series displacement data

    • Zhengjing Ma
    • Gang Mei
    • Nengxiong Xu

    Original Article Open access 13 May 2021 Pages: 14441 - 14457

    

20. Hybrid semantic deep learning architecture and optimal advanced encryption standard key management scheme for secure cloud storage and intrusion detection

    • Varun Prabhakaran
    • Ashokkumar Kulandasamy

    Original Article 27 May 2021 Pages: 14459 - 14479

    

21. Assessing kinetic meaning of music and dance via deep cross-modal retrieval

    • Francisco Afonso Raposo
    • David Martins de Matos
    • Ricardo Ribeiro

    Original Article 29 May 2021 Pages: 14481 - 14493

    

22. Rethinking environmental sound classification using convolutional neural networks: optimized parameter tuning of single feature extraction

    • Yousef Abd Al-Hattab
    • Hasan Firdaus Zaki
    • Amir Akramin Shafie

    Original Article 26 May 2021 Pages: 14495 - 14506

    

23. Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants

    • Muhammad Hussain Khan
    • Zainab Saleem
    • Rana Aamir Raza

    Original Article 27 May 2021 Pages: 14507 - 14521

    

24. Data science strategies leading to the development of data scientists’ skills in organizations

    • Maria José Sousa
    • Pere Mercadé Melé
    • Salma Noor

    Original Article 16 May 2021 Pages: 14523 - 14531

    

25. Colour image encryption based on customized neural network and DNA encoding

    • Sakshi Patel
    • V. Thanikaiselvan
    • R. Amirtharajan

    Original Article 20 May 2021 Pages: 14533 - 14550

    

26. CNN-based and DTW features for human activity recognition on depth maps

    • Jacek Trelinski
    • Bogdan Kwolek

    Original Article Open access 12 May 2021 Pages: 14551 - 14563

    

27. Deep learning-based visual crack detection using Google Street View images

    • Mohsen Maniat
    • Charles V. Camp
    • Ali R. Kashani

    Original Article 17 May 2021 Pages: 14565 - 14582

    

28. A novel feature selection framework based on grey wolf optimizer for mammogram image analysis

    • B. Sathiyabhama
    • S. Udhaya Kumar
    • Konga Gopikrishna

    Original Article 24 May 2021 Pages: 14583 - 14602

    

29. Ensemble application of bidirectional LSTM and GRU for aspect category detection with imbalanced data

    • J. Ashok Kumar
    • S. Abirami

    Original Article 12 May 2021 Pages: 14603 - 14621

    

30. BenchMetrics: a systematic benchmarking method for binary classification performance metrics

    • Gürol Canbek
    • Tugba Taskaya Temizel
    • Seref Sagiroglu

    Original Article 22 August 2021 Pages: 14623 - 14650

    

31. Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography

    • Antonio Giovannetti
    • Gianluca Susi
    • Eugenio Martinelli

    Original Article Open access 19 May 2021 Pages: 14651 - 14667

    

32. Binary crow search algorithm for the uncapacitated facility location problem

    • Emrullah Sonuç

    Original Article 26 May 2021 Pages: 14669 - 14685

    

33. A state-of-art optimization method for analyzing the tweets of earthquake-prone region

    • Nazmiye Eligüzel
    • Cihan Çetinkaya
    • Türkay Dereli

    Original Article 24 May 2021 Pages: 14687 - 14705

    

34. A hybrid model for spelling error detection and correction for Urdu language

    • Romila Aziz
    • Muhammad Waqas Anwar
    • Usama Ijaz Bajwa

    Original Article 05 August 2021 Pages: 14707 - 14721

    

35. On the inclusion of spatial information for spatio-temporal neural networks

    • Rodrigo de Medrano
    • José L. Aznarte

    Original Article 19 May 2021 Pages: 14723 - 14740

    

36. Resource-constrained FPGA/DNN co-design

    • Zhichao Zhang
    • Abbas Z. Kouzani

    Original Article 15 May 2021 Pages: 14741 - 14751

    

37. Improving security of the Internet of Things via RF fingerprinting based device identification system

    • Sohail Abbas
    • Qassim Nasir
    • Atta ur Rehman Khan

    Original Article 25 May 2021 Pages: 14753 - 14769

    

38. An intelligent model to predict the life condition of crude oil pipelines using artificial neural networks

    • Nagoor Basha Shaik
    • Srinivasa Rao Pedapati
    • Faizul Azly Abd Dzubir

    Original Article 26 May 2021 Pages: 14771 - 14792

    

39. A reference spike train-based neurocomputing method for enhanced tactile discrimination of surface roughness

    • Longhui Qin
    • Yilei Zhang

    Original Article 29 June 2021 Pages: 14793 - 14807

    

40. Multi-stack hybrid CNN with non-monotonic activation functions for hyperspectral satellite image classification

    • Mainak Bandyopadhyay

    Original Article 04 June 2021 Pages: 14809 - 14822

    

41. A systematic analysis using classification machine learning algorithms to understand why learners drop out of MOOCs

    • Seema Rawat
    • Deepak Kumar
    • Chhaya Khattri

    Original Article 31 May 2021 Pages: 14823 - 14835

    

42. Double-hierarchy hesitant fuzzy linguistic information-based framework for green supplier selection with partial weight information

    • R. Krishankumar
    • Karthik Arun
    • Amir H. Gandomi

    Original Article 27 May 2021 Pages: 14837 - 14859

    

43. Soil–conduit interaction: an artificial intelligence application for reinforced concrete and corrugated steel conduits

    • Muhammad Umer Arif Khan
    • Sanjay Kumar Shukla
    • Muhammad Nouman Amjad Raja

    Original Article 28 May 2021 Pages: 14861 - 14885

    

44. Building a Vietnamese question answering system based on knowledge graph and distributed CNN

    • Trung Phan
    • Phuc Do

    Original Article 17 June 2021 Pages: 14887 - 14907

    

45. A hierarchical local-model tree for predicting roof displacement in longwall tailgates

    • Satar Mahdevari
    • Mohammad Bagher Khodabakhshi

    Original Article 26 May 2021 Pages: 14909 - 14928

    

46. Grid-Tied PV-BES system based on modified bat algorithm-FLC MPPT technique under uniform conditions

    • Lijun Zhao
    • Mingxin Jiang
    • Farah Jamali

    Original Article 06 June 2021 Pages: 14929 - 14943

    

47. Multistability and circuit implementation of tabu learning two-neuron model: application to secure biomedical images in IoMT

    • Isaac Sami Doubla
    • Zeric Tabekoueng Njitacke
    • Jacques Kengne

    Original Article 13 June 2021 Pages: 14945 - 14973

    

48. Improved machine learning performances with transfer learning to predicting need for hospitalization in arboviral infections against the small dataset

    • Ilyas Ozer
    • Onursal Cetin
    • Feyzullah Temurtas

    Original Article 01 June 2021 Pages: 14975 - 14989

    

49. GA-UNet: UNet-based framework for segmentation of 2D and 3D medical images applicable on heterogeneous datasets

    • Amrita Kaur
    • Lakhwinder Kaur
    • Ashima Singh

    Original Article 02 June 2021 Pages: 14991 - 15025

    

50. Fifth sustainable development goal gender equality in India: analysis by mathematics of uncertainty and covering of fuzzy graphs

    • Anushree Bhattacharya
    • Madhumangal Pal

    Original Article 29 May 2021 Pages: 15027 - 15057