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.
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. Gardashova
Industrial 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. Makharov
Diagnosis of Faults in Electro-Mechanical Devices from Vibration
MeasurementsB. D. Erdem, M. A. Sava, K. Dimililer
A comprehensive but simple method decision making in Z-environmentR. R.
Aliyev
Classification 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. Mukhammadiev
Development 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. Bozorov
Features 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. Sekeroglu
A 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.
Abdullayev
Interpretable 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.
Rustamova
Development 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. Ubaydullaev
Brief 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. Kabulov
Design 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. Buronov
Technology 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.
Aliyeva
Methodology for building a medical expert system for disease diagnosisT. M.
Magrupov, N. A. Kuchkarova
Determination of connection between fractal dimensions and fuzzy modelingS.
Mustafayeva
The 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. Smelova
Using 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. Gökēeku, A. Babangida, A. A. Gumel
Intelligent 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.
Baghanam
Prediction of dynamic viscosity of biodiesel using various artificial neural
network methods, response surface methodology, and multiple linear
regressionsY. Kassem, H. Ēamur, T. Apreala, O. M. Okah
Ranking faculties in universities by using fuzzy hierarchical approachM. B.
Babanli, J. M. Babanli
Geometric 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. Zaripova
Comparison 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. Makharov
Rank reversal free approach to decision making under Z-informationA.V.
Alizadeh, R. R. Aliyev
Application of TOPSIS method for project proposal selectionK. Rizvanova
Toward Z-number valued reinforcement learning problemK. I. Jabbarova, O. H.
Huseynov, A. I. Jabbarova
Best lecturer selection on the base of ESPLAN shellSh. A. Ahmadov
Job 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. Sadikoglu
Solving 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. Gökēeku, M. N. Mason, J. M. Saley, A. G. George
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