1. Fuzzy-based missing value imputation technique for air pollution data

   • Ayon Mustafi
   • Asif Iqbal Middya
   • Sarbani Roy

   OriginalPaper 20 March 2022 Pages: 1 - 38

   

2. Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study

   • Cian Lin
   • Chih-Fong Tsai
   • Wei-Chao Lin

   OriginalPaper 13 April 2022 Pages: 845 - 863

3. Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey

   • Noureen Talpur
   • Said Jadid Abdulkadir
   • Alwi Bamhdi

   OriginalPaper 13 April 2022 Pages: 865 - 913

   

4. Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods

   • Ganeshsree Selvachandran
   • Shio Gai Quek
   • Le Hoang Son

   OriginalPaper 26 April 2022 Pages: 915 - 964

   

5. A two-phase ant colony optimization based approach for single depot multiple travelling salesman problem in Type-2 fuzzy environment

   • Chiranjit Changdar
   • Moumita Mondal
   • Rajat Kumar Pal

   OriginalPaper 02 May 2022 Pages: 965 - 993

   

6. Multi-order texture features for palmprint recognition

   • Ziyuan Yang
   • Lu Leng
   • Jun Chu

   OriginalPaper 02 May 2022 Pages: 995 - 1011

   

7. Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural network and potential visual transformer

   • Jinghua Zhang
   • Chen Li
   • Marcin Grzegorzek

   OriginalPaper 04 May 2022 Pages: 1013 - 1070

   

8. People versus machines: introducing the HIRE framework

   • Paris Will
   • Dario Krpan
   • Grace Lordan

   OriginalPaper Open access 06 May 2022 Pages: 1071 - 1100

   

9. On the current state of deep learning for news recommendation

   • Nabila Amir
   • Fouzia Jabeen
   • Pavlos Kefalas

   OriginalPaper 10 May 2022 Pages: 1101 - 1144

   

10. A review of spam email detection: analysis of spammer strategies and the dataset shift problem

    • Francisco Jáñez-Martino
    • Rocío Alaiz-Rodríguez
    • Enrique Alegre

    OriginalPaper Open access 11 May 2022 Pages: 1145 - 1173

    

11. A survey on the use of association rules mining techniques in textual social media

    • Jose A. Diaz-Garcia
    • M. Dolores Ruiz
    • Maria J. Martin-Bautista

    OriginalPaper Open access 12 May 2022 Pages: 1175 - 1200

    

12. Hybridization of hybrid structures for time series forecasting: a review

    • Zahra Hajirahimi
    • Mehdi Khashei

    OriginalPaper 16 May 2022 Pages: 1201 - 1261

    

13. Superiority of three-way decisions from the perspective of probability

    • Longjun Yin
    • Qinghua Zhang
    • Guoyin Wang

    OriginalPaper 16 May 2022 Pages: 1263 - 1295

    

14. On the comparative performance of recent swarm intelligence based algorithms for optimization of real-life Sterling cycle operated refrigeration/liquefaction system

    • Bansi D. Raja
    • Vivek K. Patel
    • Ali Rıza Yıldız

    OriginalPaper 19 May 2022 Pages: 1297 - 1317

    

15. Improved three phase H-7 transformerless inverter with DPWM to reduce leakage current using CNN based deep learning technique

    • R. Suganthi
    • Maruthu Pandi

    OriginalPaper 20 May 2022 Pages: 1319 - 1347

    

16. Unbalanced double hierarchy linguistic group decision-making method based on SWARA and S-ARAS for multiple attribute group decision-making problems

    • Fei Teng
    • Mengjiao Shen

    OriginalPaper 20 May 2022 Pages: 1349 - 1385

    

17. Implementation of single-valued neutrosophic soft hypergraphs on human nervous system

    • Muhammad Akram
    • Hafiza Saba Nawaz

    OriginalPaper 20 May 2022 Pages: 1387 - 1425

    

18. How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing

    • Samuel Sousa
    • Roman Kern

    OriginalPaper Open access 21 May 2022 Pages: 1427 - 1492

    

19. A novel perspective for Q-neutrosophic soft relations and their application in decision making

    • Orhan Dalkılıç
    • Naime Demirtaş

    OriginalPaper 23 May 2022 Pages: 1493 - 1513

20. A review: development of named entity recognition (NER) technology for aeronautical information intelligence

    • Mi Baigang
    • Fan Yi

    OriginalPaper 24 May 2022 Pages: 1515 - 1542

    

21. Survey on reinforcement learning for language processing

    • Víctor Uc-Cetina
    • Nicolás Navarro-Guerrero
    • Stefan Wermter

    OriginalPaper Open access 03 June 2022 Pages: 1543 - 1575

    

22. Image forgery techniques: a review

    • Gurpreet Kaur
    • Navdeep Singh
    • Munish Kumar

    OriginalPaper 06 June 2022 Pages: 1577 - 1625

    

23. A state-of-the-art survey of object detection techniques in microorganism image analysis: from classical methods to deep learning approaches

    • Pingli Ma
    • Chen Li
    • Marcin Grzegorzek

    OriginalPaper 07 June 2022 Pages: 1627 - 1698

    

24. Global bibliometric mapping of the frontier of knowledge in the field of artificial intelligence for the period 1990–2019

    • Iván Manuel De la Vega Hernández
    • Angel Serrano Urdaneta
    • Elias Carayannis

    OriginalPaper 08 June 2022 Pages: 1699 - 1729

    

25. An effective control design approach based on novel enhanced aquila optimizer for automatic voltage regulator

    • Serdar Ekinci
    • Davut Izci
    • Laith Abualigah

    OriginalPaper 10 June 2022 Pages: 1731 - 1762

    

26. Weakly supervised discriminate enhancement network for visual sentiment analysis

    • Zhuoyi Li
    • Huibin Lu
    • Wenbai Chen

    OriginalPaper 18 June 2022 Pages: 1763 - 1785

    

27. Multiple attributes group decision-making based on trigonometric operators, particle swarm optimization and complex intuitionistic fuzzy values

    • Dimple Rani
    • Harish Garg

    OriginalPaper 20 June 2022 Pages: 1787 - 1831