Data Science (Record no. 64652)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05918nam a22006495i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-981-97-8749-4 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251030113255.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241031s2024 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789819787494 |
| -- | 978-981-97-8749-4 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-981-97-8749-4 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.9.D343 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNF |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQE |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM021030 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNF |
| Source | thema |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQE |
| Source | thema |
| 245 10 - TITLE STATEMENT | |
| Title | Data Science |
| Medium | [electronic resource] : |
| Remainder of title | 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, Macao, China, September 27–30, 2024, Proceedings, Part III / |
| Statement of responsibility, etc. | edited by Chengzhong Xu, Haiwei Pan, Chen Yu, Jianping Wang, Qilong Han, Xianhua Song, Zeguang Lu. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Singapore : |
| Name of producer, publisher, distributor, manufacturer | Springer Nature Singapore : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XVII, 349 p. 206 illus., 141 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Communications in Computer and Information Science, |
| International Standard Serial Number | 1865-0937 ; |
| Volume/sequential designation | 2215 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | -- Infrastructure for Data Science. -- Android malware detection method based on machine learning. -- A lightweight edge network intrusion detection system based on MobileVit. -- TRAFFICNET: A NOVEL NETWORK PERFORMANCE PREDICTION MODEL VIA AGGREGATOR-BASED ENHANCEMENT. -- Social Media and Recommendation System. -- Sentiment analysis for public opinion based on MapReduce and PSO-SVR. -- Personalized Novel Recommendation System Based on Filtering and Sentiment Analysis. -- Enhancing Relevance and Efficiency in Visual Question Generation through Redundant Object Filtering. -- Chinese Named Entity Recognition Algorithm integrating Vocabulary Information. -- WSDSum:Unsupervised Extractive Summarization Based. -- IPFS-DKRM: an efficient keyword retrieval model of IPFS based on ART. -- Multimedia Data Management and Analysis. -- Multi-Modal Variable-Channel Spatial-Temporal Semantic Action Recognition Network. -- Enhanced and pruned motion planning based on bird's-eye view. -- CCU-NET: CBAM and Cascaded Edge Detection Optimization U-NET for Remote Sensing Image Segmentation. -- Speech Emotion Recognition Using U-Net. -- Non-Invasive Load Decomposition Model Based On Inception-SimAM-BiLSTM. -- A Data-driven Coordinated Active And Reactive Dispatching Strategy For Photovoltaics. -- PDTNet: An Image-Based Model for PV Panel Defect Detection. -- SAMCNet:A Multi-Channel Face Anti-Spoofing Network Combined with Hyperspectral Images via Self-Attention Mechanism. -- Image Tampering Detection Method Based on Hybrid Attention Mechanism. -- ZhouStage-zero A Dynamic Ensemble method for Intrusion Detection in Industrial Control System. -- High-precision Anime Conversion Model based on Generative Adversarial Networks. -- Anomaly Segmentation in Foggy Weather for Autonomous Driving with Adaptive Learnable Filters. -- Image tampering localization based on dual-stream feature fusion. -- Multi-scale Image Tampering Detection Using Inception-UNet Network. -- Fetal Congenital Heart Disease Diagnosis Based On CBAM-Enhanced ResNet-50. -- Transformers for Single Object Tracking: Temporal Context Propagation and Frame Relationship Modeling. -- AFETY HELMET WEARING DETECTION BASED ON YOLOv7. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This three-volume set CCIS 2213-2215 constitutes the refereed proceedings of the 10th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2024, held in Macau, China, during September 27–30, 2024. The 74 full papers and 3 short papers presented in these three volumes were carefully reviewed and selected from 249 submissions. The papers are organized in the following topical sections: Part I: Novel methods or tools used in big data and its applications; applications of data science. Part II: Education research, methods and materials for data science and engine; data security and privacy; big data mining and knowledge management. Part III: Infrastructure for data science; social media and recommendation system; multimedia data management and analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 6941 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 55059 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| General subdivision | Data processing. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 9 (RLIN) | 55059 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Xu, Chengzhong. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 86910 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pan, Haiwei. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 86911 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Yu, Chen. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wang, Jianping. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 82540 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Han, Qilong. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 86912 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Song, Xianhua. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 68192 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lu, Zeguang. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 68193 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789819787487 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9789819787500 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Communications in Computer and Information Science, |
| International Standard Serial Number | 1865-0937 ; |
| Volume number/sequential designation | 2215 |
| 9 (RLIN) | 66508 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-981-97-8749-4">https://doi.org/10.1007/978-981-97-8749-4</a> |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 912 ## - | |
| -- | ZDB-2-SXMS |
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