The three-volume set CCIS 2603, 2604 and 2605 constitutes the refereed proceedings of the 16th International Conference on Intelligent Systems, INTELS 2024, held in Moscow, Russia, during December 2–4, 2024.The 72 papers included in these proceedings were carefully reviewed and selected from 140 submissions. They focus on areas of intelligent systems and artificial intelligence and their application to sustainable development and new challenges to the society.

Produktinformation

Utgivningsdatum:2025-11-02
Mått:155 x 235 x 20 mm
Vikt:534 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:327
Förlag:Springer Nature Switzerland AG
ISBN:9783032047571

Utforska kategorier

Innehållsförteckning

.- On cellular automata and unconventional computation..- Machine Learning Based Control for Motion Stabilization along Spatial Trajectory Through Symbolic Regression..- Transformer-XL for Long Sequence Tasks in Robotic Learning from Demonstrations..- The Importance of Considering the Human Condition in Systems Designed on the Basis of the Concept of Co-evolutionary Hybrid Intelligence..- Deterministic-stochastic approach for studying the characteristics of traffic flows at road intersection..- Design of an intelligent system for monitoring environmental metrics..- Arti cial neural networks in non-destructive testing and evaluation: a novel approach to radiographic inspection..- About Trust in Intelligent Data Analysis..- Optimization approach to the problem of SD-WAN channel selection..- One Approach to Mathematical E-Learning Systems Content Generation..- Wavelet neural networks for linear stochastic system mean square error synthesis..- Binary code compression based on decision trees..- Intelligent System for Software Developer Competence Assessment Based on Fuzzy Logic and Data Mining..- Bit-Stream Perceptron..- Comparison of Task Allocation Methods for Human-Robot Collaboration Systems in Aircraft Manufacturing Industry..- Predicting Health Status Based on Human Gait Parameters Using a Smartphone..- Comparison of Optimal Linear and Non-Linear Filtering Estimates For A Class of Markov Jump Processes..- Intelligent detection of cyber attacks on electrical power systems based on simulation and graph-based modeling..- Data quality estimation using Machine Learning approach and statistical metric..- Detecting Anomalies in Containerized Systems: Applying Frequency Analysis to Network Packet Payloads Using AE-LSTM Hybrid Neural Network..- Optimization of Adaptive Neural-Fuzzy Network Controller Using Particle Swam Optimization Algorithm to Depth Control for AUV..- Research of the impact of trajectory algorithms interpolation on energy efficiency and operation execution time for collaborative robots..- Automated neural-network-based decision support system for forecasting mechanical properties of aluminum alloys..- UAV swarm control with operator-leader-followers approach.

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Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastian Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça - Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Häftad

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Intelligent Systems

16th International Conference on Intelligent Systems, INTELS 2024, Moscow, Russia, December 2–4, 2024, Proceedings, Part I

AvAskhat Diveev,Vasily Fomichev

Häftad, Engelska, 2025

Del 2603 i serien Communications in Computer and Information Science

992 kr

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Produktinformation

Utgivningsdatum:2025-11-02
Mått:155 x 235 x 20 mm
Vikt:534 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:327
Förlag:Springer Nature Switzerland AG
ISBN:9783032047571

Utforska kategorier

Innehållsförteckning

.- On cellular automata and unconventional computation..- Machine Learning Based Control for Motion Stabilization along Spatial Trajectory Through Symbolic Regression..- Transformer-XL for Long Sequence Tasks in Robotic Learning from Demonstrations..- The Importance of Considering the Human Condition in Systems Designed on the Basis of the Concept of Co-evolutionary Hybrid Intelligence..- Deterministic-stochastic approach for studying the characteristics of traffic flows at road intersection..- Design of an intelligent system for monitoring environmental metrics..- Arti cial neural networks in non-destructive testing and evaluation: a novel approach to radiographic inspection..- About Trust in Intelligent Data Analysis..- Optimization approach to the problem of SD-WAN channel selection..- One Approach to Mathematical E-Learning Systems Content Generation..- Wavelet neural networks for linear stochastic system mean square error synthesis..- Binary code compression based on decision trees..- Intelligent System for Software Developer Competence Assessment Based on Fuzzy Logic and Data Mining..- Bit-Stream Perceptron..- Comparison of Task Allocation Methods for Human-Robot Collaboration Systems in Aircraft Manufacturing Industry..- Predicting Health Status Based on Human Gait Parameters Using a Smartphone..- Comparison of Optimal Linear and Non-Linear Filtering Estimates For A Class of Markov Jump Processes..- Intelligent detection of cyber attacks on electrical power systems based on simulation and graph-based modeling..- Data quality estimation using Machine Learning approach and statistical metric..- Detecting Anomalies in Containerized Systems: Applying Frequency Analysis to Network Packet Payloads Using AE-LSTM Hybrid Neural Network..- Optimization of Adaptive Neural-Fuzzy Network Controller Using Particle Swam Optimization Algorithm to Depth Control for AUV..- Research of the impact of trajectory algorithms interpolation on energy efficiency and operation execution time for collaborative robots..- Automated neural-network-based decision support system for forecasting mechanical properties of aluminum alloys..- UAV swarm control with operator-leader-followers approach.

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