Advances and Trends in Artificial Intelligence. Theory and Applications (Record no. 88531)
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| fixed length control field | 06965nam a22005415i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-981-97-4677-4 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730172742.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240709s2024 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789819746774 |
| -- | 978-981-97-4677-4 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | Advances and Trends in Artificial Intelligence. Theory and Applications |
| Sub Title | 37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2024, Hradec Kralove, Czech Republic, July 10-12, 2024, Proceedings / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XXI, 518 p. 166 illus., 135 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Artificial Intelligence, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | -- 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 ## - SUMMARY, ETC. | |
| Summary, etc | "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. " . |
| 700 1# - AUTHOR 2 | |
| Author 2 | Fujita, Hamido. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Cimler, Richard. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Hernandez-Matamoros, Andres. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Ali, Moonis. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-981-97-4677-4 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Singapore : |
| -- | Springer Nature Singapore : |
| -- | Imprint: Springer, |
| -- | 2024. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
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| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| 347 ## - | |
| -- | text file |
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| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence. |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-5256-210X |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-6712-9894 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-4896-2909 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2945-9141 ; |
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