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_aAdvances and Trends in Artificial Intelligence. Theory and Applications _h[electronic resource] : _b37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2024, Hradec Kralove, Czech Republic, July 10-12, 2024, Proceedings / _cedited by Hamido Fujita, Richard Cimler, Andres Hernandez-Matamoros, Moonis Ali. |
| 250 | _a1st ed. 2024. | ||
| 264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2024. |
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| 300 |
_aXXI, 518 p. 166 illus., 135 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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| 490 | 1 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v14748 |
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| 505 | 0 | _a -- Computer Vision. -- Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images. -- A Robust Component-based Template Matching Approach using Document Layout Graph for Extracting Information. -- Classifying Endangered Species in High-Risk Areas using Deep Learning. -- Super-Resolution Methods for Wafer Transmission Electron Microscopy Images. -- Cyber Security. -- Sandbox Environment for Offensive and Defensive Training in Smart Metering. -- Training Scenario for Security Testing of the Kerberos Protocol. -- HERMES DXP: an approach to military and non-military cyber threat intelligence sharing. -- Classification of datasets used in data anonymization for IoT environment. -- Utilization of Artificial Intelligence for the SIEM Logging Architecture Design in the Context of Smart City. -- Data Mining. -- Work in Progress Prediction for Business Processes Using Temporal Convolutional Networks. -- Explainable Machine Learning for Intrusion Detection. -- Enhancing False-Sentence Pairs of BERT-pair for Low-Frequency Aspect Category Detection. -- e-Applications. -- A method for Integrating of Knowledge model and Functional component and Application in Intelligent Problems Solver. -- A Comparative Study of Transfer Learning on CNN-based Models for Fault and Anomaly Detection in Industrial Processes. -- A Computer Vision Based Approach for Energy-Efficient Air Conditioner Control. -- Verifying Autoencoders for Anomaly Detection in Predictive Maintenance. -- Fog-Based Ransomware Detection for Internet of Medical Things Using Lighweight Machine Learning Algorithms. -- Machine Learning. -- Live Product Line Engineering Using Density-Based Clustering of CAD Models. -- Evaluation Techniques for Long Short-Term Memory Models: Overfitting Analysis and Handling Missing Values. -- Representation and Generation of Music: Incorporating Composers' Perspectives into Deep Learning Models. -- CAUSAL DEEP Q NETWORK. -- Bench Marking Tensor-based Imputation Techniques on Astronomical Imagery Data. -- A Novel Multi-Task Single-Step Traffic Congestion Forecasting Framework for Large-Scale Road Networks. -- Neural Networks. -- PPG-based Heart Rate Estimation Using Unsupervised Domain Adaptation. -- Formal Verification of Neural Networks: A ``Step Zero'' Approach for Vehicle Detection. -- Weightless Neural Networks Based on Multi-valued Probabilistic Logic for Node for the Handwritten Classification. -- Deep Residual Networks for Pigmented Skin Lesions Diagnosis. -- Parallel Implementation of a Convolutional Neural Network on an MPSoC. -- Optimization. -- Time Heals Unfairness: Efficient Dynamic Routing at an Autonomous Society. -- Learning Causality under Uncertainty for Egocentric Action Anticipation. -- Simulation Optimization of Operating Room Schedules for Elective Surgeries. -- Towards Eco-Friendly Multi-Compartment Transportation: A New Bi-Objective Iterated Local Search Framework. -- Accelerating Recurrent Neural Network Controllers Using Levenberg-Marquardt and Forward Accumulation Through Time in Closed-loop Control Systems with Parallel Computing and Weight Dropout Techniques. -- A Novel Instance Generator for Benchmarking the Job Shop Scheduling Problem. -- Various Applications. -- Hybrid Additive Manufacturing: A Convergence of Physical, Digital, and Social Realms Driven by Generative AI. -- Reconsidering Stochastic Policy Gradient Methods for Traffic Signal Control. -- Improving Noise Robustness of Automatic Speech Recognition based on a Parallel Adapter Model with Near-Identity Initialization. -- A sparse binary data clustering method for transaction data. -- Silver Surfer: Navigating the Parametric Protein Space with Genetic Algorithms. -- Knowledge-based Monitoring for Checking Law and Regulation Compliance. -- Exploring Simpson's Paradox Through the Lens of Fuzzy Causal Inference. | |
| 520 | _a"This book constitutes the refereed proceedings of the 37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems on Advances and Trends in Artificial Intelligence, IEA/AIE 2024, held in Hradec Kralove, Czech Republic, in July 10-12, 2024. The 38 full papers and 3 short papers presented were carefully reviewed and selected from 79 submissions. The papers focus on the following topics: Computer vision, Cyber security, Data mining, E-applications, Machine learning, Neural networks, Optimization and Various applications. " . | ||
| 650 | 0 |
_aArtificial intelligence. _93407 |
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| 650 | 1 | 4 |
_aArtificial Intelligence. _93407 |
| 700 | 1 |
_aFujita, Hamido. _eeditor. _0(orcid) _10000-0001-5256-210X _4edt _4http://id.loc.gov/vocabulary/relators/edt _9105331 |
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| 700 | 1 |
_aCimler, Richard. _eeditor. _0(orcid) _10000-0001-6712-9894 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9105333 |
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| 700 | 1 |
_aHernandez-Matamoros, Andres. _eeditor. _0(orcid) _10000-0002-4896-2909 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9105334 |
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| 700 | 1 |
_aAli, Moonis. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9105336 |
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_aSpringerLink (Online service) _9105340 |
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_iPrinted edition: _z9789819746767 |
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_iPrinted edition: _z9789819746781 |
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_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v14748 _9105341 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-97-4677-4 |
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