Proceedings of the Fifth International Scientific Conference Intelligent Information Technologies for Industry (IITI'21) |
Autore | Kovalev Sergey |
Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2021 |
Descrizione fisica | 1 online resource (716 pages) |
Altri autori (Persone) |
TarassovValery
SnaselVaclav SukhanovAndrey |
Collana | Lecture Notes in Networks and Systems Ser. |
Soggetto genere / forma | Electronic books. |
ISBN | 3-030-87178-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910502642803321 |
Kovalev Sergey | ||
Cham : , : Springer International Publishing AG, , 2021 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Fourth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’19) / / edited by Sergey Kovalev, Valery Tarassov, Vaclav Snasel, Andrey Sukhanov |
Edizione | [1st ed. 2020.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
Descrizione fisica | 1 online resource (713 pages) |
Disciplina |
670.28563
658.50028563 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-030-50097-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Neural networks -- Adaptive Diagnosis Model of Dempster-Shafer Based on Recurrent Neural-Fuzzy Network -- The method of clearing printed and handwritten texts from noise -- Interval Signs Enlargement Algorithm in the Classication Problem of Biomedical Signals -- Age and Gender Recognition on Imbalanced Dataset of Face Images with Deep Learning -- A Complex Approach to the Data Labeling E‑ciency Improvement -- Automation of Musical Compositions Synthesis Process Based on Neural Networks -- Convolutional Neural Network Application for Analysis of Fundus Images -- Approximation Methods for Monte Carlo Tree Search -- Labor intensity evaluation technique in software development process based on neural networks -- An Analysis of Convolutional Neural Network for Fashion Images Classication (Fashion-MNIST) -- Multiagent Systems -- Implementation of the real-time intelligent system based on theintegration approach -- Agent-based situational modeling and identication technological systems in conditions of uncertainty -- Features of Data Warehouse Support Based on a Search Agent and an Evolutionary Model for Innovation Information Selection -- Multi-Agent System of Knowledge Representation and Processing -- The Technique of Data Analysis Tasks Distribution in the Fog-Computing Environment -- Non-Classical Logic -- Model of the Operating Device with a Tunable Structure for the Implementation of the Accelerated Deductive Inference Method -- A Model Checking Based Approach for Verication of Attribute-Based Access Control Policies in Cloud Infrastructures. -- Detection of anomalous situations in an unforeseen increase in the duration of inference step of the agent in hard real time -- Bayesian Networks and Trust Networks, Fuzzy-Stocastical Modelling -- Protection System for a Group of Robots Based on the Detection of Anomalous Behavior -- Employees' social graph analysis: a model of detection the most criticality trajectories of the social engineering attack's spread -- An approach to quantication of relationship types between users based on the frequency of combinations of non-numeric evaluations -- Algebraic Bayesian networks: parallel algorithms for maintaining local consistency. |
Record Nr. | UNINA-9910483050503321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Second International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’17) : Volume 1 / / edited by Ajith Abraham, Sergey Kovalev, Valery Tarassov, Vaclav Snasel, Margreta Vasileva, Andrey Sukhanov |
Edizione | [1st ed. 2018.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
Descrizione fisica | 1 online resource (XVI, 547 p. 194 illus.) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-319-68321-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Synergetic Artificial Intelligence and Social Robotics -- Overall Design of the SLADE Data Acquisition System -- Analysis of design-technology workflows in the conditions of large enterprise -- Ontological Support of Design Thinking in Developments of Software Intensive Systems -- Step Theories of Active Logic and Extended Logical Programs -- About Transformations of a Numerical Time Series using a Linguistic Variable -- A fuzzy propositional logic with temporal intervals -- Neural Sensorless Control of Induction Motor -- Approach to the construction of a systemic concept -- Transformation of elements of geoinformation models in the synthesis of solutions. |
Record Nr. | UNINA-9910392725403321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Second International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’17) : Volume 2 / / edited by Ajith Abraham, Sergey Kovalev, Valery Tarassov, Vaclav Snasel, Margreta Vasileva, Andrey Sukhanov |
Edizione | [1st ed. 2018.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
Descrizione fisica | 1 online resource (XV, 470 p. 241 illus.) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-319-68324-1 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Approach to the search for similar software projects based on the UML ontology -- Method for conceptual presentation of subject tasks in knowledge engineering for computer-aided design systems -- Energy Meter for Smart Home Purposes -- Reconfigurable Distributed Information and Control System Multiagent Management Approach -- Intellectualization of Sorting Processes based on Instrumental Definition of Analogies -- Sensing thermal processes with Piezoelectric Film Elements -- Multithreaded hybrid library -- On the Electrodynamics of Moving Bodies According to the Rotary Theory -- Design and implementation of high speed AES on a RISC microcontroller -- Electronic Differentials with Active Torque Distribution for IWD Vehicles. |
Record Nr. | UNINA-9910392725303321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Seventh International Scientific Conference Intelligent Information Technologies for Industry (IITI'23) : Volume 1 |
Autore | Kovalev Sergey |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Cham : , : Springer, , 2023 |
Descrizione fisica | 1 online resource (444 pages) |
Altri autori (Persone) |
KotenkoIgor
SukhanovAndrey |
Collana | Lecture Notes in Networks and Systems Series |
ISBN | 3-031-43789-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Invited Papers -- Intelligent Interfaces and Systems for Human-Computer Interaction -- 1 Introduction -- 2 Intelligent Synthesis -- 2.1 Video Modality -- 2.2 Audio Modality -- 2.3 Text Modality -- 2.4 Multimodality -- 3 Intelligent Analysis -- 3.1 Video Modality -- 3.2 Audio Modality -- 3.3 Text Modality -- 3.4 Multimodality -- 4 Conclusions -- References -- Three Knowledge Sources and Three Constituents of Artificial Intelligence Foundation -- 1 Introduction -- 2 Data vs. Knowledge -- 3 Data Science -- 4 From Knowledge Engineering to Knowledge Science: A Perspective -- 5 Digital Twin As a Source of Various Knowledge -- 6 Discussion: Integration and Interaction of Knowledge from Different Types of Sources -- 7 Conclusion -- References -- Machine Learning and Its Applications -- Comparative Analysis of Data Synthesis Methods for Prognostic Models Development in Cardiology -- 1 Introduction -- 2 Related works -- 3 Methods and materials -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Artificial Intelligence Approach to Palladium Nanocatalysts Diagnostics Automation -- 1 Introduction -- 2 Model-Based Training DRL Agents -- 3 Optimal Control Algorithms and Spectral Profile Analysis -- 4 Conclusion -- References -- Methodology for Detecting and Feature Selection of an Information Attack in the Process of Mediatization -- 1 Introduction -- 2 Related Work -- 3 Methodology for Detection and Feature Selection -- 3.1 Information Attack Model -- 3.2 Approach to Detection and Feature Selection -- 4 Case Study -- 5 Conclusion -- References -- Planning Maneuvers for Autonomous Driving Based on Offline Reinforcement Learning: Comparative Study -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 Offline RL -- 3.2 Conservative Q-learning -- 4 Approach -- 4.1 CommonRoad Scenarios.
4.2 Trajectories Generation -- 5 Experiments -- 6 Conclusion -- References -- Big Five: What User Posts Say? -- 1 Introduction -- 1.1 Prerequisites for Research -- 1.2 Big Five -- 1.3 Related Work -- 2 Problem Statement -- 3 Methods -- 3.1 Description Dataset -- 3.2 Data Preprocessing -- 3.3 Used Models -- 3.4 Methodology for Evaluating the Results of Experiments -- 3.5 Results -- 4 Discussion -- 5 Conclusion -- References -- Gated Recurrent Unit Autoencoder for Fault Detection in Penicillin Fermentation Process -- 1 Introduction -- 2 Literature Review -- 3 Domain Adaptation -- 4 Deep Learning Models -- 4.1 Gated Recurrent Unit -- 4.2 GRU Based Autoencoder -- 4.3 GRU-AE Based Fault Detection -- 5 Experiments and Results -- 5.1 Dataset -- 5.2 Data Preprocessing -- 5.3 Model Training -- 5.4 Results -- 6 Conclusion -- References -- Resume Recommendation using RNN Classification and Cosine Similarity -- 1 Introduction -- 2 Related Works -- 2.1 Resume Classifier Related Works -- 2.2 Resume Recommender Related Works -- 3 The Proposed Two-Fold Algorithm Approach -- 3.1 Resume Classification -- 3.2 Experimental Results and Evaluation -- 4 Resume Recommendation -- 4.1 Similarity Function -- 4.2 Computing Similarity Function -- 5 Discussion and Conclusion -- References -- Machine Learning for Adaptive Analysis and Evaluation of Soil Slopes -- 1 Introduction -- 2 Background -- 3 Method -- 3.1 The Model of Cluster Analysis -- 3.2 BCubed Clustering Quality Metric -- 3.3 Agglomerative Clustering Algorithm -- 4 Results -- 4.1 Pre-processing of the Data Frame -- 4.2 Field Segmentation -- 4.3 Formation of ``Winners'' and ``Losers'' -- 4.4 Clustering -- 4.5 Angle Calculation -- 4.6 Quality Assessment -- 5 Proposed Decision -- 6 Conclusion and Future Work -- References. Research on Video Pedestrian Tracking Based on the Combination of Optical Flow Method and Target Tracking Network -- 1 Introduction -- 1.1 Tracking Model Based on Traditional Methods -- 1.2 Tracking Model Based on Deep Learning Methods -- 2 Related Work -- 2.1 Siamese-Based Tracking Model -- 2.2 Self-attention -- 2.3 Variational Optical Flow Method -- 3 Transformer-Based Target Tracking Model -- 3.1 Overall Framework of SiamSA Tracking Model -- 3.2 Variational Optical Flow Model Based on Deep Learning Priors -- 3.3 Optical Flow Vector Correction Search Area -- 4 Experiments -- 4.1 Effect of Self-attention -- 4.2 Improved Optical Flow Model -- 4.3 Effect of Search Area Update Model -- 5 Conclusion -- References -- Development and Testing Intelligent Video Surveillance Systems Based on the CNN Algorithm -- 1 Introduction -- 2 Analog Overview -- 2.1 Solutions Based on OpenCV Methods -- 2.2 Convolutional Neural Network Models -- 2.3 Determining the Accuracy of Forecast Data -- 3 Suggested Solutions -- 3.1 Object Detection Based on OpenCV and Convolution Neural Network -- 3.2 Tracking and Dynamic Identity Stack Creation Algorithm -- 4 Computer Simulation Scenarios as Datasets -- 5 Experimental Results -- 5.1 Testing the Object Detection Algorithm -- 5.2 Testing the Tracking Algorithm -- 6 Conclusion -- References -- Impact of Loss Functions on the Training of LiDAR-based Place Recognition Models -- 1 Introduction -- 2 Related Work -- 2.1 LiDAR-based Place Recognition Methods -- 2.2 Loss Functions in Place Recognition -- 3 Methodology -- 3.1 Loss Function -- 3.2 Methods -- 3.3 Training Details -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation Metrics -- 4.3 Results and Discussion -- 5 Conclusion -- References -- Neural Attention Forests: Transformer-Based Forest Improvement -- 1 Introduction -- 2 Preliminaries. 2.1 Nadaraya-Watson Regression and Attention -- 2.2 Attention-based Random Forest -- 3 The Neural Attention Forest Architecture -- 4 The Neural Attention Forest as a Transformer -- 5 Numerical Experiments -- 6 Concluding Remarks -- References -- Audio-Visual Multi-modal Meeting Recording System -- 1 Introduction -- 1.1 Background -- 1.2 Main Contribution -- 1.3 Paper Structure -- 2 Training Strategy -- 2.1 Contrast Learning -- 2.2 Domain Generalization -- 3 Dataset -- 3.1 Dataset of AVSR -- 3.2 Dataset of SPR -- 4 Models -- 4.1 AVSR Model -- 4.2 SPR Model -- 5 Experiment -- 5.1 AVSR Model Training -- 5.2 SPR Model Training -- 5.3 Test -- 6 System Deployment -- 6.1 User Interface -- 6.2 Function Realization -- 7 Conclusion -- References -- Evolutional Modeling -- Studying the Efficiency of Parameter Scaling in Optimal Control Problems with Parallel Memetic Algorithm -- 1 Introduction -- 2 Problem Formulation -- 3 Gasoline's Catalytic Reforming Reaction -- 4 Memetic Parallel Mind Evolutionary Computation Algorithm -- 5 Computational Experiments -- 5.1 Study of the Parameter Scaling Efficiency -- 5.2 Analysis from the Chemical Perspective -- 5.3 Analysis from the Optimization Perspective -- 6 Conclusions -- References -- Canonical Representation of Transport Networks and Their Identification Based on Evolutionary Modeling -- 1 Introduction -- 2 Operations on Basic Structures of Transport Networks -- 2.1 Serial Connection -- 2.2 Adding a Feedback Loop -- 2.3 Parallel Connection -- 3 Model Parameter Identification Method -- 4 Learning Theory Methods in Transport Network Identification -- 5 Conclusion -- References -- Modified Adaptive Particle Swarm Algorithm -- 1 Introduction -- 2 Approach to the Representation of Solutions in an Algorithm based on Swarm Intelligence -- 3 Modified Algorithm for the Adaptive Behavior of a Bee Colony. 4 Hybridization of the Structure of Swarm Intelligence -- 5 Experimental Studies -- 6 Conclusion -- References -- Development and Research of Algorithms for the Synthesis of Combinational Logic Circuits Based on the Evolutionary Approach -- 1 Introduction -- 2 Problem Statement -- 3 Evolutionary Algorithm for Synthesizing Combinational Circuits -- 4 Results of Computational Experiments -- 5 Conclusions -- References -- Fuzzy Models -- Co-active of Fuzzy Temporal Ontological Models and Fuzzy Temporal Cognitive Models for the Analysis and Forecasting of Complicated Systems -- 1 Introduction -- 2 Fuzzy Temporal Ontological Model -- 3 Fuzzy Relational Temporal Cognitive Model -- 4 Forecast Assessment of the Condition and Risks of the IEMS Malfunction -- 5 Conclusion -- References -- Synthesis of Intelligent Tracking Filter with Fuzzy for Parameter Setting in Problems of Air Traffic Management Automation -- 1 Introduction -- 2 Formulation of the Problem -- 3 Construction of the Equation of the Target Motion Based on the Condition for the Maximum of the Generalized Power Function for a Discrete Time Setting -- 4 The Synthesis of the Intelligent Tracking Filter -- 5 Mathematical Simulation -- 6 Conclusion -- References -- Intelligent Decision-Making -- Making Diagnostic Decisions Based on the Assessment of Mixed Production Rules -- 1 Introduction -- 2 Development of Mixed Production Rules -- 3 Application of a Complex Approach to MPR for Diagnosing the Asynchronous Electric Motor -- 4 Conclusion -- References -- Ontology-Based Methodology for Knowledge Maps Design -- 1 Introduction -- 2 Knowledge Maps: Short Overview -- 3 Ontologies as a Conceptual Skeleton of a Knowledge Domain -- 4 Four Meta-steps to Create a Knowledge Map -- 5 Conclusion -- References -- Operating with Fuzzy Cases in Distributed Intelligent Systems -- 1 Introduction. 2 Searching for a Decision Based on Cases. |
Record Nr. | UNINA-9910746282603321 |
Kovalev Sergey | ||
Cham : , : Springer, , 2023 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) : Volume 1 / / edited by Ajith Abraham, Sergey Kovalev, Valery Tarassov, Vaclav Snasel, Andrey Sukhanov |
Edizione | [1st ed. 2019.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
Descrizione fisica | 1 online resource (533 pages) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Industrial engineering Production engineering Computational Intelligence Artificial Intelligence Industrial and Production Engineering |
ISBN | 3-030-01818-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Connected Vehicle Prognostics Framework for Dynamic Systems -- Human-Computer Cloud for Decision Support: Main Ontological Models and Dynamic Resource Network Configuration -- Enterprise Total Agentication as a Way to Industry 4.0: Forming Artificial Societies via Goal-Resource Networks -- Context-Dependent Guided Tours: Approach and Technological Framework -- Retention to Describe Knowledge of Complex Character and its Formalization in Category Theory -- Proximity of Multi-Attribute Objects in Multiset Metric Spaces -- Evidence Theory for Complex Engineering System Analyses -- Analysis of software development process in respect to anomaly detection -- A Model of Multiagent Information and Control System Distributed Data Storage -- Representation and Use of Knowledge for the Reconguration of the Mechanical Transport System -- Synthesis Of Adaptive Algorithms For Estimating The Parameters Of Angular Position Based On The Combined Maximum Principle -- Synthesis of intelligent discrete algorithms for estimation with model adaptation based on the combined maximum principle -- The approach to extracting semantic trees from texts to build an ontology from wiki-resources -- Ontology-based Semantic Models for Industrial IoT Components Representation -- An Approach To Optimization Of Ray-Tracing In Volume Visualization Based On Properties Of Volume Elements -- Discovering of Part-Whole Relations Used in Architectural Prototyping of Project Tasks -- Multi-level ontological model of Big Data processing -- Ontological Modeling for Industrial Enterprise Engineering -- Designing The Knowledge Base For The Intelligent Inertial Regulator Based On Quasi-optimal Synthesis Of Controls Using The Combined Maximum Principle -- Assessing the software developer's quality using fuzzy estimates -- A Fuzzy Control Method for Priority Driven Embedded Device -- Interpretability of fuzzy temporal models -- Control Of The Cognitive Process In Hard Real-time Environment In The Context Of The Expanded Stepping Theories Of Active Logic -- Method of the Maximum Dynamic Flow Finding in the Fuzzy Graph with Gains -- Hybrid bioinspired algorithm of 1.5 dimensional bin-packing. |
Record Nr. | UNINA-9910483430803321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) : Volume 2 / / edited by Ajith Abraham, Sergey Kovalev, Valery Tarassov, Vaclav Snasel, Andrey Sukhanov |
Edizione | [1st ed. 2019.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
Descrizione fisica | 1 online resource (458 pages) |
Disciplina | 006.3 |
Collana | Advances in Intelligent Systems and Computing |
Soggetto topico |
Computational intelligence
Artificial intelligence Industrial engineering Production engineering Computational Intelligence Artificial Intelligence Industrial and Production Engineering |
ISBN | 3-030-01821-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Computer-Aided Event Tree Synthesis on the Basis of Case-Based Reasoning -- Security of Information Processes in Supply Chains -- External consistency maintenance algorithm for chain and stellate structures of algebraic Bayesian networks: statistical experiments for running time analysis -- Perspectives of Fast Clustering Techniques -- Impact of Security Aspects at the IOTA protocol -- Cryptographic Protocol Security Verification Of The Electronic Voting System Based On Blinded Intermediaries -- Learning Bayesian Network Structure for Risky Behavior Modelling -- On continuous user authentication via hidden free-text based monitoring -- Synthesis and Learning of Socially Significant Behavior Model with Hidden Variables -- Adaptation of the nonlinear stochastic filter on the basis of irregular exact measurements -- Visual analysis of information dissemination channels in social network for protection against inappropriate content -- The problem of the anomaly detection in time series collections for dynamic objects -- Prediction and Detection of User Emotions Based on Neuro-Fuzzy Neural Networks in Social Networks -- Deep Learning in Vehicle Pose Recognition on Two-Dimensional Images -- Feature extraction of high-frequency patterns with the a priori unknown parameters in noised electrograms using spectral entropy -- Results of using neural networks to automatically creation musical compositions based on color image -- Intelligent integrated system for computer-aided design and complex technical objects’ training -- Methods of Conceptual Modeling of Intelligent Decision Support Systems for Managing Complex Objects at All Stages of Its Life Cycle -- About the integration of learning and decision-making models in intelligent systems of real-time -- Intelligent planning and control of integrated expert system construction. |
Record Nr. | UNINA-9910483430703321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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