MARC details
| 000 -LEADER |
|---|
| fixed length control field |
06410nam a22004215i 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230123s2023 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783031234927 |
| -- |
978-3-031-23492-7 |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
23 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Artificial Intelligence and Soft Computing |
| Medium |
[electronic resource] : |
| Remainder of title |
21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I / |
| Statement of responsibility, etc. |
edited by Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cham : |
| Name of publisher, distributor, etc. |
Springer International Publishing : |
| -- |
Imprint: Springer, |
| Date of publication, distribution, etc. |
2023. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XVIII, 439 p. 117 illus., 91 illus. in color. |
| Other physical details |
online resource. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number |
2945-9141 ; |
| Volume/sequential designation |
13588 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Neural Networks and Their Applications -- A fast learning algorithm for the multilayer neural network -- A new computational approach to the Levenberg-Marquardt learning algorithm -- Training subjective perception biased images of vehicle ambient lights with deep belief networks using backpropagation- and enforcing-rules supervised -- An Empirical Study of Adversarial Domain Adaptation on Time Series Data -- Human-AI-Collaboration to increase the perception of VR -- Portfolio Transformer for Attention-Based Asset Allocation -- Transfer Learning with Deep Neural Embeddings for Music Classification Tasks -- Analysis and detection of DDoS Backscatter using NetFlow data, hyperband-optimised DeepLearning and explainability techniques -- BiLSTM deep learning model for heart problems detection -- Short Texts Representations for Legal Domain Classification -- Synthetic slowness shear well-logs prediction using supervised machine learning models -- ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price Prediction -- Multi-objective Bayesian Optimization for Neural Architecture Search -- Multilayer Perceptrons with Banach-like Perceptrons Based on Semi-Inner Products - About Approximation Completeness -- Fuzzy Systems and Their Applications -- Similarity Fuzzy Semantic Networks and Inference. An application to analysis of radical discourse in Twitter -- An Application of Information Granules to Detect Anomalies in COVID-19 Reports -- Type-2 fuzzy classifier with smooth type-reduction -- Evolutionary Algorithms and Their Applications -- A multi-population-based algorithm with different ways of subpopulations cooperation -- Automated Design of Dynamic Heuristic Set Selection for Cross-Domain Selection Hyper-Heuristics -- Evolutionary Approach to Melodic Line Harmonization -- Using Automatic Programming to Improve Gradient Boosting for Classification -- Forced Movement Extensions of the Particle Swarm Optimizers with Inertia Weight -- LQ-R-SHADE: R-SHADE with quadratic surrogate model -- Pattern Classification -- Overload Monitoring System Using Sound Analysis for Electrical Machines -- Employing Convolutional Neural Networks for Continual Learning -- Explaining Machine Learning Predictions In Botnet Detection -- Learning Functional Descriptors Based on the Bernstein Polynomials - Preliminary Studies -- Artificial Intelligence in Modeling and Simulation -- Multiscale Multifractal Detrended Analysis of Speculative Attacks Dynamics in Cryptocurrencies -- A Heuristic Repair Algorithm for the Hospitals/Residents problem with Ties -- The Impact of Data Preprocessing on Prediction Effectiveness -- Convergence of RBF Networks Regression Function Estimates and Classifiers -- A Comparative Study of Genetic Programming Variants -- Optimization of Parameterized Behavior Trees in RTS Games -- Using Answer Set Programming to Improve Sensor Network Lifetime -- Spectroscopy-Based Prediction of In Vitro Dissolution Profile Using Random Decision Forests -- Validation of Labelling Algorithms for Abstract Argumentation Frameworks: The Case of Listing Stable Extensions. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Numerical analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Algorithms. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer networks . |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Social sciences |
| General subdivision |
Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Education |
| General subdivision |
Data processing. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Numerical Analysis. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Design and Analysis of Algorithms. |
| 9 (RLIN) |
1465673 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer Communication Networks. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer Application in Social and Behavioral Sciences. |
| 9 (RLIN) |
1464641 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computers and Education. |
| 9 (RLIN) |
1464642 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rutkowski, Leszek. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0001-6960-9525 |
| Real World Object URI |
https://orcid.org/0000-0001-6960-9525 |
| Relationship |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) |
1306493 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Scherer, Rafał. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0001-9592-262X |
| Real World Object URI |
https://orcid.org/0000-0001-9592-262X |
| Relationship |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) |
1306495 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Korytkowski, Marcin. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0002-6002-2733 |
| Real World Object URI |
https://orcid.org/0000-0002-6002-2733 |
| Relationship |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) |
1306494 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pedrycz, Witold. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0002-9335-9930 |
| Real World Object URI |
https://orcid.org/0000-0002-9335-9930 |
| Relationship |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) |
1038995 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tadeusiewicz, Ryszard. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0001-9675-5819 |
| Real World Object URI |
https://orcid.org/0000-0001-9675-5819 |
| Relationship |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) |
1304883 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zurada, Jacek M. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0001-6622-534X |
| Real World Object URI |
https://orcid.org/0000-0001-6622-534X |
| Relationship |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) |
1306497 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-031-23492-7">https://doi.org/10.1007/978-3-031-23492-7</a> |
| Materials specified |
Click Here |
| 887 ## - NON-MARC INFORMATION FIELD |
|---|
| Content of non-MARC field |
Akhil Chandra Saren |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
E-Books |
