Information Management and Big Data : 10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13-15, 2023, Proceedings (Communications in Computer and Information Science) (2024)

個数:

Information Management and Big Data : 10th Annual International Conference, SIMBig 2023, Mexico City, Mexico, December 13-15, 2023, Proceedings (Communications in Computer and Information Science) (2024)

  • 提携先の海外書籍取次会社に在庫がございます。通常3週間で発送いたします。
    重要ご説明事項
    1. 納期遅延や、ご入手不能となる場合が若干ございます。
    2. 複数冊ご注文の場合、分割発送となる場合がございます。
    3. 美品のご指定は承りかねます。

    ●3Dセキュア導入とクレジットカードによるお支払いについて
  • 【入荷遅延について】
    世界情勢の影響により、海外からお取り寄せとなる洋書・洋古書の入荷が、表示している標準的な納期よりも遅延する場合がございます。
    おそれいりますが、あらかじめご了承くださいますようお願い申し上げます。
  • ◆画像の表紙や帯等は実物とは異なる場合があります。
  • ◆ウェブストアでの洋書販売価格は、弊社店舗等での販売価格とは異なります。
    また、洋書販売価格は、ご注文確定時点での日本円価格となります。
    ご注文確定後に、同じ洋書の販売価格が変動しても、それは反映されません。
  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 348 p.
  • 商品コード 9783031636158

Full Description

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.

Contents

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.

最近チェックした商品