Information Management and Big Data (Record no. 88409)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06349nam a22006855i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-63616-5 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730172603.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240628s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031636165 |
| -- | 978-3-031-63616-5 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 004.6 |
| 245 10 - TITLE STATEMENT | |
| Title | Information Management and Big Data |
| Sub Title | 10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13-15, 2023, Proceedings / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XIX, 348 p. 110 illus., 87 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Communications in Computer and Information Science, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 1 Parallel EvoCluster: An Open-Source Parallel Nature-Inspired Optimization Clustering -- 2 Expanding Chemical Representation with k-mers and Fragment based Fingerprints for Molecular Fingerprinting -- 3 Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information -- 4 Multivariable-unistep Prediction of Travel Times in Public Transport Buses Using LSTM and Convolutional LSTM -- 5 Reinforcement Learning & Biologically Inspired Artificial Neural Networks -- 6 Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning -- 7 Comparing Incremental Learning Approaches for a Growing Sign Language Dictionary -- 8 User-agnostic Model for Retweets Prediction Based on Graph Embedding Representation of Social Neighborhood Information -- 9 CollabVR: A Social VR Architecture for Social Interaction Between College Students -- 10 Analysis of Mexican Women's Decision-making Power using Machine Learning Strategies -- 11 Design Optimization for High-performance Computing using FPGA -- 12 CLPSafe: Mobile Application for Avoid Cloned of License Plates using Deep Learning -- 13 Analyzing Sentiments and Topics on Twitter towards Rising Cost of Living -- 14 Item Response Theory In Sample Reweighting To Build Fairer Classifiers -- 15 Predicting Course Performance on a Massive Open Online Course Platform: A Natural Language Processing Approach -- 16 The Study of Human Action Recognition in Videos with Long Short Term Memory Model -- 17 Novel Algorithm to Predict Electoral Trends, Case in Mexico -- 18 A Bayesian Machine Learning Model for Predicting Uncontrolled Type 2 Diabetes Mellitus -- 19 Reviewer 2 Must be Stopped: Transformer-based Approaches for Predicting Paper Acceptance -- 20 Corporate Events Prediction Using Earning Call Transcripts -- 21 A Framework to Transform Metadata and Document-level Tabular Spatial Information and Measurement to Marine Geology Gazetteer -- 22 Visualizing Software Test Requirements Using NLP and HITL Approach -- 23 Improvement of EduBPMN Transformation Rules from an Empirical Validation -- 24 Recommendations for the Development of Augmented Reality Video Games for Children with ADHD -- 25 Comparative Analysis of GPT Models for Detecting Cyberbullying in Social Media Platforms Thread. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book constitutes the refereed proceedings of the 10th Annual International Conference on Information Management and Big Data, SIMBig 2023, held in Mexico City, Mexico, during December 13-15, 2023. The 19 full papers and 6 short papers included in this book were carefully reviewed and selected from 64 submissions. SIMBig 2023 introduced innovative approaches for analyzing and handling datasets as well as new methods based on Artificial Intelligence (AI), Data Science, Machine Learning, Natural Language Processing, Semantic Web, Data-driven Software Engineering, Health Informatics, and more. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Digital techniques. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Lossio-Ventura, Juan Antonio. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Ceh-Varela, Eduardo. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Vargas-Solar, Genoveva. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Marcacini, Ricardo. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Tadonki, Claude. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Calvo, Hiram. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Alatrista-Salas, Hugo. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-63616-5 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer Nature Switzerland : |
| -- | Imprint: Springer, |
| -- | 2024. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer networks . |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Education |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Social sciences |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Image processing |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer vision. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Communication Networks. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Engineering and Networks. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computers and Education. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Application in Social and Behavioral Sciences. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-0996-2356 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-6277-2741 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-9545-1821 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-2309-3487 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-1194-6400 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-2836-2102 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-5252-4728 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1865-0937 ; |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
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