000 06525nam a22006855i 4500
001 978-3-031-22137-8
003 DE-He213
005 20240730171552.0
007 cr nn 008mamaa
008 221123s2022 sz | s |||| 0|eng d
020 _a9783031221378
_9978-3-031-22137-8
024 7 _a10.1007/978-3-031-22137-8
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aAdvanced Data Mining and Applications
_h[electronic resource] :
_b18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part II /
_cedited by Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2022.
300 _aXXII, 487 p. 192 illus., 142 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13726
505 0 _aText 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 _aThe 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 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aComputer vision.
_999334
650 0 _aComputer systems.
_999336
650 0 _aEducation
_xData processing.
_982607
650 0 _aApplication software.
_999338
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_999341
650 2 4 _aComputer Vision.
_999343
650 2 4 _aComputer System Implementation.
_938514
650 2 4 _aComputers and Education.
_941129
650 2 4 _aComputer and Information Systems Applications.
_999346
700 1 _aChen, Weitong.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999348
700 1 _aYao, Lina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999350
700 1 _aCai, Taotao.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999351
700 1 _aPan, Shirui.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999353
700 1 _aShen, Tao.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999355
700 1 _aLi, Xue.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_999356
710 2 _aSpringerLink (Online service)
_999357
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031221361
776 0 8 _iPrinted edition:
_z9783031221385
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13726
_999358
856 4 0 _uhttps://doi.org/10.1007/978-3-031-22137-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c87680
_d87680