Uncertainty in Computational Intelligence-Based Decision Making. Advanced Studies in Complex Systems

Table of Contents

Section 1. Uncertainty 1. Data Analytics Streaming for Data Lakes 2. Supply Chain Management Problem Modelling in Hesitant Fuzzy Environment 3. Impact of Number and Type of Criteria on Ranking Abnormality in MCDM Techniques 4. Fuzzy Approach for the LEACH Protocol for Real Time Applications 5. Application of Intuitionistic fuzzy TOPSIS for Cloud Service Selection Problem 6. Role of Uncertainty in Artificial Intelligence and Machine Learning 7. On the Study of the System of Uncertain Linear Differential Equations Under Neutrosophic Sense of Uncertainty 8. A Fuzzy Logic Design for Self-Driving Vehicle to Avoid Obstacles Section 2. Computational Techniques 10. Soft Computing: A Systematic Review 11. K-Means Clustering Over Distributed Environment: A Review 12. Using TOPSIS to Select the Best Prediction Model Constructed Using Partial Least Squares-Discriminant Analysis (PLS-DA) Algorithms and Infrared Spectra: A Forensic Case Study 13. A Study on Blockchain-Based Security in UAV Fog Computing Networks 14. Advanced Frequent Itemsets Mining Algorithm (AFIM) 15. Bayesian Regularization Approach to Train Ann: An Application in Prediction of Air Temperature 16. SMS Spam Classification Using Machine Learning Techniques 17. Computational Intelligence in Decision Support: Scope and Techniques Section 3. Decision Intelligence 18. A Review of Computational Decision Intelligence Tools in Climatology 19. Computational Decision Intelligence Approaches for Drought Prediction: A Review 20. TEAM: Trust Evaluation and Analysis of Misbehaviors in WSNs 21. Automatic Parallelization for Multicore Architectures: Role, Importance and Opportunities 22. Gradient Boosting Decision Tree Model for Estimating and Localize Covid-19 Abnormalities on Chest Radiographs 23. A Personalised Hybrid Diet Recommender Systems 24. Artificial Intelligence Enabled Knowledge Health Engine for Retrieval Based Chatbots in Healthcare 25. Secure and Cost-Effective Key Management scheme for the Internet of Things Supported WSN

Authors

Ali Ahmadian Mediterranea University of Reggio Calabria, Italy.

Dr Ali Ahmadian is an adjunct professor at the Kean University - Wenzhou Campus, Associate Researcher at the Mediterranea University of Reggio Calabria, Italy and an Associate Fellow Researcher at the Institute of IR 4.0, The National University of Malaysia. His primary mathematical focus is the development of computational methods and models for problems arising in computer science, biology, physics, and engineering under fuzzy and fractional calculus (FC); in this context, he has worked on projects related to nano-communication networks, drug delivery systems, acid hydrolysis in palm oil frond, and carbon nanotubes dynamics, nanofluids, viscosity, AI and etc. Dr Ahmadian is an author of more than 300 research papers published in journals such as Nature, together with journals published by the IEEE, Elsevier, Springer and Wiley

Soheil Salahshour Bahcesehir University, Istanbul, Turkey. Soheil Salahshour has, since 2012, been a University Professor with the Department of Mathematics in different universities, and recently moved to the Istanbul Okan University. His research interests include fractional models and Calculus, Fuzzy expert systems, evolutionary algorithms, optical soliton solutions, data science and big data applications Valentina Emila Balas Professor, Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu� University of Arad, Romania, and Academy of Romanian Scientists. Valentina E. Balas is a Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu� University of Arad, Romania. She holds a PhD Cum Laude, in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is the author of more than 350 research papers. Her research interests are in intelligent systems, fuzzy control, soft computing, smart sensors, information fusion, modeling, and simulation. She is a member of the editorial boards of several national and international journals and evaluator expert for national, international projects, and PhD thesis. Dr. Balas is the Director of Intelligent Systems Research Centre and Director of the Department of International Relations, Programs, and Projects in Aurel Vlaicu University of Arad. She is the recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019). Dumitru Baleanu Full Professor, Institute of Space Sciences, Magurele-Bucharest, Romania. Dumitru Baleanu is a full professor at the Institute of Space Sciences, Romania. Fractional dynamics and its applications, fractional differential equations, discrete mathematics, dynamic systems on time scales, the wavelet method and its applications, quantization of the systems with constraints, the Hamilton-Jacobi formalism, and geometries admitting generic and non-generic symmetries are among Dumitru's research interests. He has edited five books and published more than 1400 papers. He serves on several journals' editorial boards. With more than 30000 citations, Dumitru has served as a referee for more than 200 journals. He was included in the 2015-2020 Thompson Reuter list of the top 1% of highly cited researchers.