國立虎尾科技大學 |

Advanced Data Mining and Applications = 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advanced Data Mining and Applications/ edited by Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li.
其他題名:	18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II /
其他作者:	Chen, Weitong.
面頁冊數:	XXII, 487 p. 192 illus., 142 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-031-22137-8
ISBN:	9783031221378

Advanced Data Mining and Applications = 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II /
Advanced Data Mining and Applications18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II /[electronic resource] :edited by Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li. - 1st ed. 2022. - XXII, 487 p. 192 illus., 142 illus. in color.online resource. - Lecture Notes in Artificial Intelligence,137262945-9141 ;. - Lecture Notes in Artificial Intelligence,13406.

Text Mining -- Towards Idea Mining: Problem-Solution Phrases Extraction From Text -- Spam Email Categorization with NLP and Using Federated Deep Learning -- SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings -- DeMRC: Dynamically Enhanced Multi-hop Reading Comprehension Model for Low Data -- ESTD: Empathy Style Transformer with Discriminative Mechanism -- Detection Method of User Behavior Transition on Computer -- Image, Multimedia and Time Series Data Mining -- Ensemble Image Super-resolution CNNs for Small Data and Diverse Compressive Models -- Optimizing MobileNetV2 Architecture Using Split Input and Layer Replications for 3D Face Recognition Task -- GANs for Automatic Generation of Data Plots -- An Explainable Approach to Semantic Link Mining in Multi-sourced Dynamic Data -- Information Mining from Images of Pipeline Based on Knowledge Representation and Reasoning -- Binary Gravitational Subspace Search for Outlier Detection in High Dimensional Data Streams -- Classification, Clustering and Recommendation -- Signal Classification using Smooth Coecients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal -- On Reducing the Bias of Random Forest -- A collaborative filtering recommendation method integrating user profiles -- A Quality Metric for K-Means Clustering Based on Centroid Locations -- Clustering Method for Touristic Photographic Spots Recommendation -- Personalized Federated Learning with Robust Clustering against Model Poisoning -- A Data-Driven Framework for Driving Style Classification -- Density Estimation in High-Dimensional Spaces: a Multivariate Histogram Approach -- Multi-objective, Optimization, Augmentation, and Database -- Correcting Temporal Overlaps in Process Models Discovered from OLTP Databases -- WDA: A Domain-Aware Database Schema Analysis for improving OBDA-based Event Log Extractions -- A Cricket-based Selection Hyper-heuristic for Many-objective Optimization Problems -- Multi-Objective Optimization Based Feature Selection Using Correlation -- SAME: Sampling Attack in Multiplex Network Embedding -- Cycles Improve Conditional Generators: Synthesis and Augmentation for Data Mining -- Using the Strongest Adversarial Example to Alleviate Robust Overfitting -- Deduplication Over Heterogeneous Attribute Types (D-HAT) -- Others -- Probing Semantic Grounding in Language Models of Code with Representational Similarity Analysis -- Location Data Anonymization Retaining Data Mining Utilization -- A Distributed SAT-based Framework for Closed Frequent Itemset Mining -- Index Advisor via DQN with Invalid Action Mask in Tree-Structured Action Space -- A Hybrid Model for Demand Forecasting Based on the Combination of Statistical and Machine Learning Methods -- A Boosting Algorithm for Training from Only Unlabeled Data -- A Study of the Effectiveness of Correction Factors for Log Transforms in Ensemble Models.

The two-volume set LNAI 13725 and 13726 constitutes the proceedings of the 18th International Conference on Advanced Data Mining and Applications, ADMA 2022, which took place in Brisbane, Queensland, Australia, in November 2022. The 72 papers presented in the proceedings were carefully reviewed and selected from 198 submissions. The contributions were organized in topical sections as follows: Finance and Healthcare; Web and IoT Applications; On-device Application; Other Applications; Pattern Mining; Graph Mining; Text Mining; Image, Multimedia and Time Series Data Mining; Classification, Clustering and Recommendation; Multi-objective, Optimization, Augmentation, and Database; and Others.

ISBN: 9783031221378

Standard No.: 10.1007/978-3-031-22137-8doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Advanced Data Mining and Applications = 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II /
LDR:05213nam a22004215i 4500 001 1085786
003 DE-He213
005 20221123045233.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031221378 $9 978-3-031-22137-8
024 7 $a 10.1007/978-3-031-22137-8 $2 doi
035 $a 978-3-031-22137-8
050 4 $a Q334-342
050 4 $a TA347.A78
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Advanced Data Mining and Applications $h [electronic resource] : $b 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28–30, 2022, Proceedings, Part II / $c edited by Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2022.
300 $a XXII, 487 p. 192 illus., 142 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Lecture Notes in Artificial Intelligence, $x 2945-9141 ; $v 13726
505 0 $a Text Mining -- Towards Idea Mining: Problem-Solution Phrases Extraction From Text -- Spam Email Categorization with NLP and Using Federated Deep Learning -- SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings -- DeMRC: Dynamically Enhanced Multi-hop Reading Comprehension Model for Low Data -- ESTD: Empathy Style Transformer with Discriminative Mechanism -- Detection Method of User Behavior Transition on Computer -- Image, Multimedia and Time Series Data Mining -- Ensemble Image Super-resolution CNNs for Small Data and Diverse Compressive Models -- Optimizing MobileNetV2 Architecture Using Split Input and Layer Replications for 3D Face Recognition Task -- GANs for Automatic Generation of Data Plots -- An Explainable Approach to Semantic Link Mining in Multi-sourced Dynamic Data -- Information Mining from Images of Pipeline Based on Knowledge Representation and Reasoning -- Binary Gravitational Subspace Search for Outlier Detection in High Dimensional Data Streams -- Classification, Clustering and Recommendation -- Signal Classification using Smooth Coecients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal -- On Reducing the Bias of Random Forest -- A collaborative filtering recommendation method integrating user profiles -- A Quality Metric for K-Means Clustering Based on Centroid Locations -- Clustering Method for Touristic Photographic Spots Recommendation -- Personalized Federated Learning with Robust Clustering against Model Poisoning -- A Data-Driven Framework for Driving Style Classification -- Density Estimation in High-Dimensional Spaces: a Multivariate Histogram Approach -- Multi-objective, Optimization, Augmentation, and Database -- Correcting Temporal Overlaps in Process Models Discovered from OLTP Databases -- WDA: A Domain-Aware Database Schema Analysis for improving OBDA-based Event Log Extractions -- A Cricket-based Selection Hyper-heuristic for Many-objective Optimization Problems -- Multi-Objective Optimization Based Feature Selection Using Correlation -- SAME: Sampling Attack in Multiplex Network Embedding -- Cycles Improve Conditional Generators: Synthesis and Augmentation for Data Mining -- Using the Strongest Adversarial Example to Alleviate Robust Overfitting -- Deduplication Over Heterogeneous Attribute Types (D-HAT) -- Others -- Probing Semantic Grounding in Language Models of Code with Representational Similarity Analysis -- Location Data Anonymization Retaining Data Mining Utilization -- A Distributed SAT-based Framework for Closed Frequent Itemset Mining -- Index Advisor via DQN with Invalid Action Mask in Tree-Structured Action Space -- A Hybrid Model for Demand Forecasting Based on the Combination of Statistical and Machine Learning Methods -- A Boosting Algorithm for Training from Only Unlabeled Data -- A Study of the Effectiveness of Correction Factors for Log Transforms in Ensemble Models.
520 $a The two-volume set LNAI 13725 and 13726 constitutes the proceedings of the 18th International Conference on Advanced Data Mining and Applications, ADMA 2022, which took place in Brisbane, Queensland, Australia, in November 2022. The 72 papers presented in the proceedings were carefully reviewed and selected from 198 submissions. The contributions were organized in topical sections as follows: Finance and Healthcare; Web and IoT Applications; On-device Application; Other Applications; Pattern Mining; Graph Mining; Text Mining; Image, Multimedia and Time Series Data Mining; Classification, Clustering and Recommendation; Multi-objective, Optimization, Augmentation, and Database; and Others.
650 0 $a Artificial intelligence. $3 559380
650 0 $a Data mining. $3 528622
650 0 $a Computer vision. $3 561800
650 0 $a Computer systems. $3 559862
650 0 $a Education—Data processing. $3 1253610
650 0 $a Application software. $3 528147
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Computer Vision. $3 1127422
650 2 4 $a Computer System Implementation. $3 669803
650 2 4 $a Computers and Education. $3 669806
650 2 4 $a Computer and Information Systems Applications. $3 1365732
700 1 $a Chen, Weitong. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1392357
700 1 $a Yao, Lina. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1070367
700 1 $a Cai, Taotao. $e editor. $1 https://orcid.org/0000-0002-3624-6120 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1392358
700 1 $a Pan, Shirui. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1392359
700 1 $a Shen, Tao. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1352989
700 1 $a Li, Xue. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 675343
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031221361
776 0 8 $i Printed edition: $z 9783031221385
830 0 $a Lecture Notes in Artificial Intelligence, $x 2945-9141 ; $v 13406 $3 1387736
856 4 0 $u https://doi.org/10.1007/978-3-031-22137-8
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)