12th World Conference "Intelligent System for Industrial Automation" (WCIS-2022)

This book presents the first volume of the proceedings of the 12th World Conference "Intelligent systems for industrial automation", WCIS-2022 held in Tashkent, Uzbekistan, on November 25-26, 2022. It includes contributions from diverse areas of intelligent industrial systems design, intelligent information systems, decision making under imperfect information and others. The topics of the papers include hybrid control systems, pattern recognition, industry 4.0, information security, neural computing, fuzzy computation, decision making and support systems, and others.

Presents Advances in Intelligent System for Industrial Automation Contains volume 1 of the Proceedings of the 12th World Conference on Intelligent System for Industrial Automation Written by experts in the field

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Inhalt

Z-number-valued clustering R. A. Aliev
**Evolution of Cyber Physical Systems towards Industrial Metaverse O. Kaynak
Intellectual device for measuring the moisture of bulk materialsE.Uljayev, U.M.Ubaydullayev, Sh.N.Narzullayev, E.F.Khudoyberdiyev
University selection by using Z-TOPSIS methodologyL. A. GardashovaIndustrial Metaverse: Solutions from a higher-dimensional worldY. Jiang, O. Kaynak, Sh. Yin, H. Luo, M. Liu
Informativeness of feature sets in data with missing valuesSh. Madrakhimov, K. MakharovDiagnosis of Faults in Electro-Mechanical Devices from Vibration MeasurementsB. D. Erdem, M. A. Savä, K. Dimililer
A comprehensive but simple method decision making in Z-environmentR. R. AliyevClassification of threats to information security of the smart home systemN. Nasrullayev, M. Seidullaev, Z. Khudoykulov, A. A.Ganiev
Finding individual feature space for quick decisionN. A. Ignatev, A. Sh. Mukhamadiev, R. A. MukhammadievDevelopment of reliable TOPSIS method using intuitionistic Z-NumbersN. M. F. H. N. B. Alam, K. M. N. K. Khalif, N. I. Jaini
Analysis of algorithm of binary classifiers to improve attack detection systemsD. Usmanbayev, S. BozorovFeatures of intuitionistic fuzzy logic application in software algorithmsCh. Khidirova, Sh. Sadikova, N. Jabborova, F. Sadikova
Defect Detection of Casting Products Using Convolutional Neural NetworkF. Sadikoglu, K. Alpan, B. SekerogluA new type of architecture for neural networks with multi-connected weights in classification problemsA. R. Marakhimov, K. K. Khudaybergenov., U. R. Ohundadaev, R. Jalelov
Using the capabilities of Artificial Neural Networks in the cryptanalysis of symmetric lightweight block ciphersB. Abdurakhimov, I. Boykuziev, J. Abdurazzokov, O. Allanov
Intuitionistic fuzzy evaluation of Basic Human NeedsG. Imanov, A. Aliyev, T. AbdullayevInterpretable neural network models in school teacher success predictionF.M. Gafarov, D.A. Minullin, P.N. Ustin
E-payment Systems Security solutions using Facial Authentication based on Artificial Neural networksM. Agzamova, D. Irgasheva, R. Gaipnazarov, S. RustamovaDevelopment of a prototype of a medical application using a Type-2 Fuzzy Inference SystemR. A. Burnashev, E. A. Barov, A.I. Enikeev, K.F. Zadina, A.I. Enikeeva
Model of circuits of anti-repeat relays of train routesZ. Yusupov, A. Azizov, E. Ametova, S. UbaydullaevBrief introduction to type-3 fuzzy rulesN. E. Adilova
Improved system of remote monitoring, control and diagnosis of the state of oil raw materials in the process of its storageSh. M. Gulamov, N. A. KabulovDesign of Intelligent Greenhouse Environment Monitoring and Control System Based on QtJ. Ru, Z. Dong, F. Kasimov, W. Xuelin
Algorithms for stable compensation of unmeasurable perturbations in control systems for dynamic objectsH. Z. Igamberdiev, U. F. Mamirov, B. M. BuronovTechnology for creating systems for monitoring and predictive modeling the state of hazardous phenomena and objects (on the example of the Covid-19 epidemic)A. Sokolov, G. Royzenson, N. Komendantova, L. Ekenberg
Decision making on job selection under risk by using type-2 fuzzy logicK. R. AliyevaMethodology for building a medical expert system for disease diagnosisT. M. Magrupov, N. A. Kuchkarova
Determination of connection between fractal dimensions and fuzzy modelingS. MustafayevaThe effect of locus of control and thinking style on impulse buying behavior from the perspectives on gender differencesG. Sadikoglu, Kh. J. Dovlatova, S. Akyurek
Study of decentralized resource allocation system under partial uncertaintyO. Kosenko, S. Belyakov, A. Bozhenyuk, M. Knyazeva, V. Kaliushko, J. SmelovaUsing intelligent system for diagnosis of Chronic Hepatitis BG. E. Imanova, O. Mirzaei
Applying multi-layer perceptron neural network to predict wind speed in LebanonY. Kassem, H. Gökçeku , A. Babangida, A. A. GumelIntelligent systems applications in GastronomyS. Oktay, A. Demir
Application of Artificial Neural Network to improve DRASTIC-based groundwater vulnerability assessmentF. Sadikoglu, V. Nourani, S. Maleki, H. Najafi, A. H. BaghanamPrediction of dynamic viscosity of biodiesel using various artificial neural network methods, response surface methodology, and multiple linear regressionsY. Kassem, H. Çamur, T. Apreala, O. M. Okah
Ranking faculties in universities by using fuzzy hierarchical approachM. B. Babanli, J. M. BabanliGeometric modeling and calculating measure of fractal structures by the method of arithmetic characteristic binomial polynomialsSh. Anarova, Bekmurodova Mukhayo, Ismoilova Maftuna
Energy and information method of computer-aided design for elements of control systemsI. Y. Petrova, V. M. ZaripovaComparison of classic mean-variance and fuzzy model approaches to portfolio selection problemL. Hasanova
Search for hidden patterns in the study of coronavirus patients using data mining methodsB. Rakhimov, A. Alimov, M. Rakhimova, K. MakharovRank reversal free approach to decision making under Z-informationA.V. Alizadeh, R. R. Aliyev
Application of TOPSIS method for project proposal selectionK. RizvanovaToward Z-number valued reinforcement learning problemK. I. Jabbarova, O. H. Huseynov, A. I. Jabbarova
Best lecturer selection on the base of ESPLAN shellSh. A. AhmadovJob satisfaction in Zimbabwe hospitality industry: case study of Victoria fallsT. Saner, K. E. Muridzi
The effect of locus of control and thinking style on impulse buying behaviorS. Akyürek, N. Sancar, G. SadikogluSolving transportation problem with Z-informationL. M. Zeinalova
Identification of the effect of geographical coordinates on the accuracy prediction of total rainfall using multi-layer perceptron Neural NetworkY. Kassem, H. Gökçeku , M. N. Mason, J. M. Saley, A. G. George**