06586nam a22006855i 4500 978-3-031-63616-5 DE-He213 20251030112338.0 cr nn 008mamaa 240628s2024 sz | s |||| 0|eng d 9783031636165 978-3-031-63616-5 10.1007/978-3-031-63616-5 doi TK5105.5-5105.9 UKN bicssc COM043000 bisacsh UKN thema Information Management and Big Data [electronic resource] : 10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13–15, 2023, Proceedings / edited by Juan Antonio Lossio-Ventura, Eduardo Ceh-Varela, Genoveva Vargas-Solar, Ricardo Marcacini, Claude Tadonki, Hiram Calvo, Hugo Alatrista-Salas. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIX, 348 p. 110 illus., 87 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2142 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. 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. Computer networks . 60157 Computer engineering. Artificial intelligence. 58441 Education Data processing. Social sciences Data processing. 65741 Image processing Digital techniques. 64228 Computer vision. Computer Communication Networks. 65689 Computer Engineering and Networks. Artificial Intelligence. 58441 Computers and Education. Computer Application in Social and Behavioral Sciences. 65743 Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Lossio-Ventura, Juan Antonio. editor. (orcid)0000-0003-0996-2356 https://orcid.org/0000-0003-0996-2356 edt http://id.loc.gov/vocabulary/relators/edt 79521 Ceh-Varela, Eduardo. editor. (orcid)0000-0001-6277-2741 https://orcid.org/0000-0001-6277-2741 edt http://id.loc.gov/vocabulary/relators/edt 79522 Vargas-Solar, Genoveva. editor. (orcid)0000-0001-9545-1821 https://orcid.org/0000-0001-9545-1821 edt http://id.loc.gov/vocabulary/relators/edt 79523 Marcacini, Ricardo. editor. (orcid)0000-0002-2309-3487 https://orcid.org/0000-0002-2309-3487 edt http://id.loc.gov/vocabulary/relators/edt 79524 Tadonki, Claude. editor. (orcid)0000-0003-1194-6400 https://orcid.org/0000-0003-1194-6400 edt http://id.loc.gov/vocabulary/relators/edt 79525 Calvo, Hiram. editor. (orcid)0000-0003-2836-2102 https://orcid.org/0000-0003-2836-2102 edt http://id.loc.gov/vocabulary/relators/edt Alatrista-Salas, Hugo. editor. (orcid)0000-0001-5252-4728 https://orcid.org/0000-0001-5252-4728 edt http://id.loc.gov/vocabulary/relators/edt 79526 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031636158 Printed edition: 9783031636172 Communications in Computer and Information Science, 1865-0937 ; 2142 66508 https://doi.org/10.1007/978-3-031-63616-5 ZDB-2-SCS ZDB-2-SXCS 61109 61109