Edizione	[1st ed. 2021.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021
Descrizione fisica	1 online resource (xvii, 615 pages) : illustrations
Disciplina	670.28563
Collana	Advances in Intelligent Systems and Computing
Soggetto topico	Computational intelligence Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering Intel·ligència artificial Aplicacions industrials
Soggetto genere / forma	Congressos Llibres electrònics
ISBN	3-030-68004-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Prediction intervals for the Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS) via the LUBE method -- Analysis and Modeling of Information Security Information Security Systems in Industry 4.0 -- Using Non-linear Integral Models in Automatic Control and Measurement Systems for Sensors’ Input Signals’ Recovery -- Neural Network Method and Algorithm for Document Detection Based on Signaling Analysis -- Using fuzzy probabilistic implication in Z-set based inference -- Accounting experience between fuzzy integral and Z-numbers -- The Impact of In-Store Environment on Purchase Intention in Supermarkets -- A recurrent method for structural-parametric identification of fuzzy neural networks -- Voltage Control System for Electrical Networks Based on Fuzzy Sets -- Algorithms for the Synthesis of Optimal Linear-Quadratic Stationary Controllers -- Toward ordering of n-tuples of Z-numbers -- Determining the activity of fullerene nanoparticles using QSAR models -- Selectionof the Optimal Class of Features for Recognition of the Azerbaijani Handprinted Characters -- About one feature selection algorithm method in pattern recognition -- The Neural Network Based Decision Support System Using Aggregated Opinions of Public Observers.
Record Nr.	UNINA-9910483846803321

Edizione	[1st ed. 2022.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
Descrizione fisica	1 online resource (642 pages)
Disciplina	620.11217 620.1617
Collana	The Minerals, Metals & Materials Series
Soggetto topico	Metals Materials Production engineering Materials - Analysis High temperature plasmas Metals and Alloys Materials Engineering Process Engineering Materials Characterization Technique High Temperature Plasma
ISBN	3-030-92388-6
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNINA-9910522566803321

Edizione	[1st ed. 2024.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Descrizione fisica	1 online resource (415 pages)
Disciplina	670.28563
Collana	Lecture Notes in Networks and Systems
Soggetto topico	Computational intelligence Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering
ISBN	3-031-51521-8
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Intro -- Preface -- Organization -- Contents -- Z-Number-Valued Clustering -- Evolution of Cyber Physical Systems Towards Industrial Metaverse -- Intellectual Device for Measuring the Humidity of Bulk Materials -- 1 Introduction -- 1.1 Research Object -- 1.2 The Relevance of the Work -- 2 Methods -- 3 Results -- 4 Conclusions -- References -- University Selection by Using Z-TOPSIS Methodology -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem and Z-TOPSIS -- 4 Experimental Verification of the Z-TOPSIS Method -- 5 Conclusion -- References -- Industrial Metaverse: Solutions from a Higher-Dimensional World -- 1 Introduction -- 2 Pilot Projects -- 3 Building Industrial Metaverses -- 3.1 Digitalization -- 3.2 Actualization -- 4 Benefiting from Industrial Metaverses -- 4.1 Productivity Tool -- 4.2 Education and Training -- 4.3 Industrial Integration and Upgrading -- 5 Growing Interest -- 6 Concluding Remarks -- References -- Informativeness of Feature Sets in Data with Missing Values -- 1 Introduction -- 2 Methods -- 2.1 Splitting into Intervals According to the Criterion of Dominance of Representatives of Classes -- 2.2 Membership Function and Stability of Feature -- 2.3 Formation of a Sequence of Features According to Stability -- 3 Results -- 4 Conclusion -- References -- Diagnosis of Faults in Electro-Mechanical Devices from Vibration Measurements -- 1 Introduction -- 1.1 Problem Statement -- 1.2 Aims and Objectives -- 2 Methodology -- 2.1 Expected Results -- 3 Machine Diagnosis Analysis -- 3.1 AI in Mechanical Engineering -- 3.2 Classification Algorithms -- 4 Results and Discussion -- 5 Conclusion -- References -- A Comprehensive but Simple Method Decision Making in Z-Environment -- 1 Introduction -- 2 Preliminaries -- 3 Problem Statement and Solution -- 4 An Application Business Location Selection -- 5 Conclusion -- References. Classification of Threats to Information Security of the "Smart Home" System -- 1 Introduction -- 2 Main Part -- 3 Conclusions -- References -- Finding Individual Feature Space for Quick Decision -- 1 Introduction -- 2 Methodology -- 3 Realization of the Concept -- 4 Computational Experiment -- References -- Development of Reliable TOPSIS Method Using Intuitionistic Z-Numbers -- 1 Introduction -- 2 Preliminaries -- 3 TOPSIS Using Intuitionistic Z-Number -- 4 Supplier Selection Problem -- 5 Results and Discussion -- 6 Conclusion -- References -- Analysis of Algorithm of Binary Classifiers to Improve Attack Detection Systems -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 4 Analysis and Results -- 5 Conclusions -- References -- Features of Intuitionistic Fuzzy Logic Application in Software Algorithms -- 1 Introduction -- 2 Basic Approaches to the Construction of Intuitionistic Fuzzy Sets -- 3 Development of Complex Algorithms for the Analysis of Data Sets Based on Intuitionistic Fuzzy Sets -- 4 Representation of Intuitionistic Fuzzy Sets as Intervals -- 5 Conclusion -- References -- Defect Detection of Casting Products Using Convolutional Neural Network -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Convolutional Neural Networks -- 2.3 Evaluation Metrics -- 3 Experiments, Results, and Discussions -- 3.1 Experiments -- 3.2 Results -- 3.3 Discussions -- 4 Conclusion -- References -- A New Type of Architecture for Neural Networks with Multi-connected Weights in Classification Problems -- 1 Introduction -- 2 Description of the Architecture -- 3 The Structure of MCNN Model and Main Result -- 3.1 Training the MCNN -- 4 Computational Experiments -- 5 Conclusion -- References -- Using the Capabilities of Artificial Neural Networks in the Cryptanalysis of Symmetric Lightweight Block Ciphers -- 1 Introduction. 2 Overview of Artificial Neural Network -- 2.1 Components of Artificial Neural Networks -- 2.2 Activation Function -- 2.3 Rectified Linear Unit (ReLu) Function -- 2.4 Loss Function -- 2.5 Mean Squared Error -- 2.6 Optimizer -- 2.7 Epoch -- 3 Simplified AES Algorithm -- 4 Methods -- 5 Attack Experiments and Results -- 6 Conclusion -- References -- Intuitionistic Fuzzy Evaluation of Basic Human Needs -- 1 Introduction -- 2 Statement of the Problem -- 3 An Algorithm for Computation of BHNI -- 4 Computation Results of BHNI -- 5 Conclusion -- References -- Interpretable Neural Network Models in School Teacher Success Prediction -- 1 Introduction -- 2 Data -- 3 Methods -- 3.1 Neural Networks -- 3.2 Integrated Gradients -- 3.3 SHAP -- 4 Results -- 5 Conclusion -- References -- E-payment Systems Security Solutions Using Facial Authentication Based on Artificial Neural Networks -- 1 Introduction -- 1.1 Threats to the Security of e-payment Systems in Uzbekistan -- 2 Method and Materials -- 2.1 Proposed Methodology -- 2.2 The Principle of Operation of the System -- 3 Conclusion -- References -- Development of a Prototype of a Medical Application Using a Type-2 Fuzzy Inference System -- 1 Introduction -- 2 Research Methods -- 3 Study -- 4 Implementation -- 5 The Results Obtained -- 6 Conclusion -- References -- Model of Circuits of Anti-repeat Relays of Train Routes -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- Brief Introduction to Type-3 Fuzzy Rules -- 1 Introduction -- 2 Preliminaries -- 3 Comparative Analysis Between Type-1, Type-2 and Type-3 Fuzzy Rules -- 4 Conclusion -- References -- Improved System of Remote Monitoring, Control and Diagnosis of the State of Oil Raw Materials in the Process of Its Storage -- 1 Introduction -- 2 Technical Results from the Implementation of the System. 2.1 Adaptive System for Remote Monitoring, Control and Diagnostics -- 3 Defuzzification -- 4 Conclusion -- References -- Design of Intelligent Greenhouse Environment Monitoring and Control System Based on Qt -- 1 Introduction -- 2 Overall System Design -- 3 System Hardware Part Design -- 3.1 Host Controller -- 3.2 Lower Level Controller -- 3.3 Sensors -- 4 System Software Part Design -- 4.1 Data Collection and Storage -- 4.2 Feedback Control -- 4.3 Data Display -- 5 System Test -- 6 Conclusion -- References -- Algorithms for Stable Compensation of Unmeasurable Perturbations in Control Systems for Dynamic Objects -- 1 Introduction -- 2 Problem Statement -- 3 Regularization Algorithms for Solving Systems of Linear Algebraic Equations -- 4 Conclusion -- References -- Technology for Creating Systems for Monitoring and Predictive Modeling the State of Hazardous Phenomena and Objects (on the Example of the Covid-19 Epidemic) -- 1 Introduction -- 2 Creation of Systems for Monitoring and Predictive Modeling the State of Hazardous Phenomena and Objects -- 3 Conclusion -- References -- Decision Making on Job Selection Under Risk by Using Type-2 Fuzzy Logic -- 1 Introduction -- 2 Preliminaries -- 3 Statement of the Problem -- 4 Solution of the Problem -- 5 Conclusion -- References -- Methodology for Building a Medical Expert System for Disease Diagnosis -- 1 Introduction -- 2 Analysis of the Characteristics of the Decision Tree -- 3 Organization of the Database and Software Implementation of the Algorithm -- 4 Conclusion -- References -- Determination of Connection Between Fractal Dimensions and Fuzzy Modeling -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- The Effect of Locus of Control and Thinking Style on Impulse Buying Behaviour from the Perspectives on Gender Differences -- 1 Introduction -- 2 Literature Review. 2.1 Locus of Control -- 2.2 Thinking Style -- 2.3 Impulse Buying Behaviour -- 3 Methodology -- 3.1 Data Analysis -- 4 Results and Discussion -- 4.1 Preliminaries -- 5 Solution of the Problem -- 6 Conclusion -- References -- Study of Decentralized Resource Allocation System Under Partial Uncertainty -- 1 Introduction -- 2 Analysis of the Decentralized Energy Distribution System -- 3 Application of Approximate Methods to Optimize Resource Allocation -- 4 Formalization of the Distribution Problem in a Fuzzy Form -- 5 Evaluation of Effectiveness -- 6 Conclusion -- References -- Using Intelligent System for Diagnosis of Chronic Hepatitis B -- 1 Introduction -- 2 Intelligent Systems -- 3 Methodology of the Problem -- 4 Intelligent System Design -- 5 Conclusion -- References -- Applying Multi-layer Perceptron Neural Network to Predict Wind Speed in Lebanon -- 1 Introduction -- 2 Material and Methods -- 2.1 Study Area and Data -- 2.2 Multi-Layer Perceptron Neural Network (MLPNN) -- 2.3 Prediction of Wind Speed Prediction with Selected Inputs -- 2.4 Statistical Indices -- 3 Results and Discussion -- 3.1 Data Characteristics -- 3.2 Evaluate the Influence of Input Variables -- 4 Conclusions -- References -- Intelligent Systems Applications in Gastronomy -- 1 Introduction -- 2 Materials and Methods -- 3 Literary Research -- 3.1 Information Technologies -- 3.2 Intelligent Systems Usage Areas -- 3.3 Hardware and Software -- 3.4 Intelligent Systems and Fuzzy Logic -- 4 Conclusion -- References -- Application of Artificial Neural Network to Improve DRASTIC-Based Groundwater Vulnerability Assessment -- 1 Introduction -- 2 Materials and Methods -- 2.1 Introduction of Study Area -- 2.2 DRASTIC Model -- 2.3 Artificial Neural Network -- 3 Validation -- 4 Results and Discussion -- 5 Conclusion -- References. Prediction of Dynamic Viscosity of Biodiesel Using Various Artificial Neural Network Methods, Response Surface Methodology, and Multiple Linear Regressions.
Record Nr.	UNINA-9910806198303321

Autore	Cavallo Eugenio
Edizione	[1st ed. 2024.]
Pubbl/distr/stampa	Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Descrizione fisica	1 online resource (471 pages)
Disciplina	628
Altri autori (Persone)	Auat CheeinFernando MarinelloFrancesco SaçılıkKamil MuthukumarappanKasiviswanathan AbhilashPurushothaman C
Collana	Lecture Notes in Civil Engineering
Soggetto topico	Environmental engineering Civil engineering Agriculture Industrial engineering Production engineering Renewable energy sources Environmental Civil Engineering Industrial and Production Engineering Renewable Energy
ISBN	9783031515798 303151579X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Intro -- Preface -- Organization -- Contents -- Machinery Systems in Agriculture -- Definition of Reference Models for Functional Parameters and Price for Mowers and Mowerconditioners -- Determination of the Effect of the Technical Parameters Which Affect the Tractor Energy Efficiency -- Chopper System for In-line Small Square Balers -- Determination of Suitable Shearing Conditions for Effective Pruning of Tree Branches -- Shear Tests of Grapevine (Vitis vinifera L.) Canes -- The Effect of Different Tillage Methods on Plant Emergence Parameters for Wheat -- Design Approaches of One-Pass Strip-Till Machines -- Energy Systems in Agriculture -- Coefficient of Dynamic Wall Friction for Hardwood Fuel Pellets -- Mapping Biomass Energy Potential from Agricultural Residues in Tanzania -- Effect of Different Drying Temperatures on CO2 Emissions in Acorn Drying -- Energy-Based Slow-City/Agriculture Mechanization with Circular Hydrogen and Renewable Energy Systems -- Effect of Different OLR and Mixture Ratios on Biogas Production Using Goat Dung and Maize Silage -- Post-Harvest Technologies and Process Engineering -- Optical Techniques for Automated Evaluation of Seed Damage -- Exploring Transfer Learning for Enhanced Seed Classification: Pre-trained Xception Model -- Classification of Pistachio Varieties Using Pre-trained Architectures and a Proposed Convolutional Neural Network Model -- Evaluation of Hydration State around Glycerol as a Humectant Using Microwave Dielectric Spectroscopy -- atural Resources and Environmental Systems in Agriculture -- Development of Fertigation System for Hose Reel Irrigation Machines -- Developing a Data-Driven Model for Predicting Water Stress in Pistachio Trees -- Plant, Animal and Facility Systems in Agriculture -- Evaluation of Air Conditioning Parameters in Semi-closed Greenhouses under Turkey's Climatic Conditions -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Conclusion -- References -- Criteria of Ecological Pressure on Agricultural Systems -- Discharge Coefficients for Adjustable Slot Inlets Used to Ventilate Animal Production Buildings -- Using Composted Cow Manure to Improve Nutrient Content, Aeration Porosity, and Water Retention of Pine Bark-Based Potting Media -- Impact of Building Geometry, Window Types, and Materials on Daylighting Performance of Livestock Buildings -- Estimation of Vitamin A Concentration in Cattle Blood Based on Fluorescence With/Without Blood Cell Separation by Plasma Filter -- Determination of Operating Parameters in Milking Robots with Milk First Cow Traffic -- Fine-Tuning Growth Conditions: Leaf-Level Vapor Pressure Deficit Control for Optimized Photosynthesis -- Investigation of the Compliance of the Milking Routine and the Pulsator's Working Characteristics to Them Milking Technique in the Bozanönü District of Isparta Province -- Information Technologies, Sensors and Control Systems in Agriculture -- Comparison and Evaluation of Vegetation Indices for Image Sensing Systems in Precision Agriculture -- Implementation and Assessment of an Autonomous Ground Vehicle (AGV) for On-Field Agricultural Operations -- Autonomous Ground Vehicle for Field Activities: Preliminary Sustainability Assessments -- Estimating Tall Fescue and Alfalfa Forage Biomass Using an Unmanned Ground Vehicle -- Combining Digital Image Processing and Machine Learning is Useful for the Early Detection of Salinity and Drought Stresses in Cucumber
Record Nr.	UNINA-9910806193703321

Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (934 pages)
Disciplina	929.374 620
Collana	Lecture Notes in Networks and Systems
Soggetto topico	Engineering mathematics Engineering - Data processing Industrial engineering Production engineering Computational intelligence Mathematical and Computational Engineering Applications Industrial and Production Engineering Computational Intelligence
ISBN	3-031-22375-6
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNINA-9910635387903321