1. A systematic literature review on state-of-the-art deep learning methods for process prediction

   • Dominic A. Neu
   • Johannes Lahann
   • Peter Fettke

   OriginalPaper Open access 11 March 2021 Pages: 801 - 827

   

2. A comprehensive survey on optimizing deep learning models by metaheuristics

   • Bahriye Akay
   • Dervis Karaboga
   • Rustu Akay

   OriginalPaper 31 March 2021 Pages: 829 - 894

   

3. Multi-agent deep reinforcement learning: a survey

   • Sven Gronauer
   • Klaus Diepold

   OriginalPaper Open access 15 April 2021 Pages: 895 - 943

   

4. Reinforcement learning in robotic applications: a comprehensive survey

   • Bharat Singh
   • Rajesh Kumar
   • Vinay Pratap Singh

   OriginalPaper 20 April 2021 Pages: 945 - 990

   

5. Uncertainty measurement for heterogeneous data: an application in attribute reduction

   • Yan Song
   • Gangqiang Zhang
   • Ningxin Xie

   OriginalPaper 10 March 2021 Pages: 991 - 1027

   

6. Artificial intelligence in cyber security: research advances, challenges, and opportunities

   • Zhimin Zhang
   • Huansheng Ning
   • Kim-Kwang Raymond Choo

   OriginalPaper 13 March 2021 Pages: 1029 - 1053

   

7. Use of learning approaches to predict clinical deterioration in patients based on various variables: a review of the literature

   • Tariq Ibrahim Al-Shwaheen
   • Mehrdad Moghbel
   • Chia Yee Ooi

   OriginalPaper 13 March 2021 Pages: 1055 - 1084

   

8. Postal address extraction from the web: a comprehensive survey

   • Mohammed Kayed
   • Sara Dakrory
   • A. A. Ali

   OriginalPaper 14 March 2021 Pages: 1085 - 1120

   

9. Tangent-cut optimizer on gradient descent: an approach towards Hybrid Heuristics

   • Saptarshi Biswas
   • Subhrapratim Nath
   • Utsha Majumdar

   OriginalPaper 17 March 2021 Pages: 1121 - 1147

   

10. Pattern identification of different human joints for different human walking styles using inertial measurement unit (IMU) sensor

    • Vijay Bhaskar Semwal
    • Neha Gaud
    • Abhay Kumar Alok

    OriginalPaper 20 March 2021 Pages: 1149 - 1169

    

11. Picture fuzzy interactional partitioned Heronian mean aggregation operators: an application to MADM process

    • Mingwei Lin
    • Xinmei Li
    • Jian Lin

    OriginalPaper 23 March 2021 Pages: 1171 - 1208

12. Diagnosis and prognosis of mental disorders by means of EEG and deep learning: a systematic mapping study

    • Manuel J. Rivera
    • Miguel A. Teruel
    • Juan Trujillo

    OriginalPaper 27 March 2021 Pages: 1209 - 1251

    

13. High granular and short term time series forecasting of \(\hbox {PM}_{2.5}\) air pollutant - a comparative review

    • Rituparna Das
    • Asif Iqbal Middya
    • Sarbani Roy

    OriginalPaper 29 March 2021 Pages: 1253 - 1287

    

14. A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems

    • Ting Huang
    • Qiang Zhang
    • Xiaonong Lu

    OriginalPaper 02 April 2021 Pages: 1289 - 1315

    

15. A novel distance measure on q-rung picture fuzzy sets and its application to decision making and classification problems

    • Adem Pinar
    • Fatih Emre Boran

    OriginalPaper 03 April 2021 Pages: 1317 - 1350

    

16. A computational literature review of football performance analysis through probabilistic topic modeling

    • Vitor Ayres Principe
    • Rodrigo Gomes de Souza Vale
    • Rodolfo de Alkmim Moreira Nunes

    OriginalPaper 04 April 2021 Pages: 1351 - 1371

    

17. Fuzzy community detection on the basis of similarities in structural/attribute in large-scale social networks

    • Mansoureh Naderipour
    • Mohammad Hossein Fazel Zarandi
    • Susan Bastani

    OriginalPaper 12 April 2021 Pages: 1373 - 1407

    

18. Artificial intelligence (AI) for medical imaging to combat coronavirus disease (COVID-19): a detailed review with direction for future research

    • Toufique A. Soomro
    • Lihong Zheng
    • Junbin Gao

    OriginalPaper 15 April 2021 Pages: 1409 - 1439

    

19. Spatiotemporal data mining: a survey on challenges and open problems

    • Ali Hamdi
    • Khaled Shaban
    • Flora D. Salim

    OriginalPaper 15 April 2021 Pages: 1441 - 1488

    

20. Ranking of single-valued neutrosophic numbers through the index of optimism and its reasonable properties

    • Rituparna Chutia
    • Florentin Smarandache

    OriginalPaper 19 April 2021 Pages: 1489 - 1518

21. Artificial intelligence methods for analysis of electrocardiogram signals for cardiac abnormalities: state-of-the-art and future challenges

    • Sanjeev Kumar Saini
    • Rashmi Gupta

    OriginalPaper 23 April 2021 Pages: 1519 - 1565

    

22. Intuitionistic fuzzy soft decision making method based on CoCoSo and CRITIC for CCN cache placement strategy selection

    • Xindong Peng
    • Harish Garg

    OriginalPaper 26 May 2021 Pages: 1567 - 1604

    

23. Correction to: QoS-driven metaheuristic service composition schemes: a comprehensive overview

    • Mohammad Masdari
    • Mehdi Nozad Bonab
    • Suat Ozdemir

    Correction 30 April 2021 Pages: 1605 - 1605