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Artificial Intelligence and Soft Computing : 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II / edited by Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 13589
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 13589
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer science-Mathematics.
- Algorithms.
- Computer networks.
- Data mining.
- Education-Data processing.
- Artificial Intelligence.
- Mathematics of Computing.
- Design and Analysis of Algorithms.
- Computer Communication Networks.
- Data Mining and Knowledge Discovery.
- Computers and Education.
- Local Subjects:
- Artificial Intelligence.
- Mathematics of Computing.
- Design and Analysis of Algorithms.
- Computer Communication Networks.
- Data Mining and Knowledge Discovery.
- Computers and Education.
- Physical Description:
- 1 online resource (XVIII, 401 pages) : 150 illustrations, 95 illustrations in color.
- Edition:
- 1st ed. 2023.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2023.
- System Details:
- text file PDF
- Summary:
- The two-volume set LNAI 13588 and 13589 constitutes the refereed post-conference proceedings of the 21st International Conference on Artificial Intelligence and Soft Computing, ICAISC 2022, held in Zakopane, Poland, during June 19-23, 2022. The 69 revised full papers presented in these proceedings were carefully reviewed and selected from 161 submissions. The papers are organized in the following topical sections: Volume I: Neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation. Volume II: Computer vision, image and speech analysis; data mining; various problems of artificial intelligence; bioinformatics, biometrics and medical applications.
- Contents:
- Computer Vision, Image and Speech Analysis
- Unsupervised Pose Estimation by means of an innovative Vision Transformer
- CamCarv - Expose the source Camera at the rear of seam insertion
- Text Line Segmentation in Historical Newspapers
- Stacked ensemble of convolutional neural networks for follicles detection on scalp images
- RGB-D SLAM with Deep Depth Completion
- Semantically consistent sim-to-real image translation with neural networks
- Hand gesture recognition for medical purposes using CNN
- Data Mining
- A streaming approach to the Core Vector Machine
- Identifying Cannabis Use Risk through Social Media Based on Deep Learning Methods
- On a Combination of Clustering Methods and Isolation Forest
- K-Medoids-Surv: A patients risk stratification algorithm considering censored data
- A Benchmark of Process Drift Detection Tools: Experimental Protocol and Statistical Analysis
- Improving Solar Flare Prediction by Time Series Outlier Detection
- Various Problems of Artificial Intelligence
- Tourism Stock Prices, Systemic Risk and Tourism Growth: A Kalman Filter with Prior Update DSGE-VAR Model
- An expert system to detect and classify CNS disorders based on eye test data using SVM and Nature-Inspired Algorithms
- Assessment of Semi-Supervised approaches applied to Convolutional Neural Networks
- Bi-Space Search: Optimizing the Hybridization of Search Spaces in Solving the One Dimensional Bin Packing Problem
- Assessing the Sentiment of Book Characteristics Using Machine Learning NLP Models
- Autoencoder neural network for detecting non-human web traffic
- Edge Detection-Based Full-Disc Solar Image Hashing
- Employee Turnover Prediction From Email Communication Analysis
- Buggy Pinball: A Novel Single-point Meta-heuristic for Global Continuous Optimization
- Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks
- A New Approach to Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot Using a Rebinning method
- Algorithm for solving optimal placement of routers in mines
- An Improved Structure-Based Partial Solution Search for the Examination Timetabling Problem
- Human Activity Recognition for Online Examination Environment using CNN
- BIM-based Approach to House Renovation Projects Assessment
- Machine Learning-based Conditioning and Drying of Sewage Sludge as Part of the Management of Co-fermentation Processes
- An efficient algorithm to find a maximum weakly stable matching for SPA-ST problem
- Author Attribution of Literary Texts in Polish by the Sequence Averaging
- Bioinformatics, Biometrics and Medical Applications
- Prediction of Protein Molecular Functions Using Transformers
- Dynamic signature verification using selected regions.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-23480-4
- 9783031234804
- Access Restriction:
- Restricted for use by site license.
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