Information Management and Big Data
portes grátis
Information Management and Big Data
10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13-15, 2023, Proceedings
Lossio-Ventura, Juan Antonio; Marcacini, Ricardo; Ceh-Varela, Eduardo; Vargas-Solar, Genoveva; Alatrista-Salas, Hugo; Calvo, Hiram; Tadonki, Claude
Springer International Publishing AG
08/2024
348
Mole
9783031636158
Pré-lançamento - envio 15 a 20 dias após a sua edição
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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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Big Data;Artificial Intelligence;Deep Learning;Data Science;Natural Language Processing;Machine Learning;Sematic Web;Software Engineering;Data Mining;Web Mining;Semantic Web Description Languages;Information Retrieval;Search Engine Architectures and Scalability;Structured Text Search;Online Social Networks;Database Theory;Information Extraction;Ontology Engineering
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Big Data;Artificial Intelligence;Deep Learning;Data Science;Natural Language Processing;Machine Learning;Sematic Web;Software Engineering;Data Mining;Web Mining;Semantic Web Description Languages;Information Retrieval;Search Engine Architectures and Scalability;Structured Text Search;Online Social Networks;Database Theory;Information Extraction;Ontology Engineering
