Big Data Analytics: 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021, Proceedings, Srirama Satish Narayana, Lin Jerry Chun-Wei, Bhatnagar Raj
Описание: This book constitutes the refereed proceedings of the 10th International Conference on Computational Data and Social Networks, CSoNet 2021, which was held online during November 15-17, 2021. special track on fact-checking, fake news and malware detection in online social networks; and special track on information spread in social and data networks.
Описание: This book constitutes the refereed proceedings of the 13th International Conference on Reversible Computation, RC 2021, which was held online during July 7-8, 2021. The 11 papers included in this book were carefully reviewed and selected from 21 submissions.
Описание: This book constitutes the refereed post-conference proceedings of the 16th International Conference on Persuasive Technology, PERSUASIVE 2021, held as a virtual event, in April 2021. The 17 full papers presented in this book together with 8 short papers were carefully reviewed and selected from 67 submissions.
Описание: This book constitutes the refereed proceedings of the 14th International Conference on Graph Transformation, ICGT 2021, which took place virtually during June 24-25, 2021.The 14 full papers and 2 tool papers presented in this book were carefully reviewed and selected from 26 submissions. and tool presentations.
Описание: This book constitutes the refereed proceedings of the 7th International Conference on Big Data analytics, BDA 2019, held in Ahmedabad, India, in December 2019.The 25 papers presented in this volume were carefully reviewed and selected from 53 submissions.
Описание: This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2020, which took place during December 15-18, 2020, in Sonepat, India. The contributions were organized in topical sections named as follows: data science systems; data science architectures; big data analytics in healthcare;
Описание: The 12 full papers presented together with 15 short papers in this volume were carefully reviewed and selected from a total of 71 submissions. The papers reflect a wide range of topics in the field of data integration, data warehousing, data analytics, and recently big data analytics, in a broad sense.
Описание: This book constitutes the refereed proceedings of the 26th Australasian Conference on Information Security and Privacy, ACISP 2021, held in Perth, WA, Australia, in November 2021.The 35 full papers presented were carefully revised and selected from 157 submissions.
Multidisciplinary Artificial and Computational Intelligence and Applications.- A Heterogeneous Network-based Positive and Unlabeled Learning Approach to Detect Fake News.- Anomaly Detection in Brazilian Federal Government Purchase Cards Through Unsupervised Learning Techniques.- De-identification of Clinical Notes Using Contextualized Language Models and a Token Classifier.- Detecting Early Signs of Insufficiency in COVID-19 Patients from CBC Tests Through a Supervised Learning Approach.- Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation.- Ensemble of Protein Stability Upon Point Mutation Predictors.- Ethics of AI: Do the face detection models act with prejudice?.- Evaluating Topic Models in Portuguese Political Comments about Bills from Brazil's Chamber of Deputies.- Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays.- Experiments on Portuguese Clinical Question Answering.- Long-term Map Maintenance in Complex Environments.- Supervised Training of a Simple DIgital Assistant for a Free Crop Clinic.- The future of AI: neat or scruffy?.- Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network.- Neural Networks, Deep Learning and Computer Vision.- Code autocomplete using Transformers.- Deep Convolutional Features for Fingerprint Indexing.- How to Generate Synthetic Paintings to Improve Art Style Classification.- Iris-CV: Classifying Iris Flowers Is Not as Easy as You Thought.- Performance analysis of YOLOv3 for real-time detection of pests in soybeans.- Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis.- Sea State Estimation with Neural Networks based on the Motion of a Moored FPSO subjected to Campos Basin Metocean Conditions.- Time-Dependent Item Embeddings for Collaborative Filtering.- Transfer Learning of Shapelets for Time Series Classification Using Convolutional Neural Network.- Text Mining and Natural Language Processing.- A Deep Learning approach for Aspect Sentiment Triplet Extraction in Portuguese.- Aggressive Language Detection using VGCN-BERT for Spanish Texts.- An Empirical Study of Text Features for Identifying Subjective Sentences in Portuguese.- Comparing contextual embeddings for semantic textual similarity in Portuguese.- Deep Active-Self Learning Applied to Named Entity Recognition.- DEEPAGЙ Answering Questions in Portuguese about the Brazilian Environment.- Enriching Portuguese Word Embeddings with Visual Information.- Entity Relation Extraction from News Articles in Portuguese for Competitive Intelligence based on BERT.- Experiments on Kaldi-based Forced Phonetic Alignment for Brazilian Portuguese.- Incorporating Text Specificity into a Convolutional Neural Network for the Classification of Review Perceived Helpfulness.- Joint Event Extraction with Contextualized Word Embeddings for the Portuguese Language.- mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer.- Named Entity Recognition for Brazilian Portuguese Product Titles.- Portuguese Neural Text Simplification using Machine Translation.- Rhetorical Role Identification for Portuguese Legal Documents.- Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models.- Text Classification in Legal Documents Extracted from Lawsuits in Brazilian Courts.- Universal Dependencies-based PoS Tagging Refinement through Linguistic Resources.- When external knowledge does not aggregate in Named Entity Recognition.
Описание: This book constitutes the refereed proceedings of the 19th International Conference on Software Engineering and Formal Methods, SEFM 2021, held as a virtual event, in December 2021. The 22 full papers presented together with 4 short papers were carefully reviewed and selected from 86 submissions.
Описание: This book constitutes the proceedings of the 15th International Conference on Algorithmic Aspects in Information and Management, AAIM 2021, which was held online during December 20-22, 2021. The conference was originally planned to take place in Dallas, Texas, USA, but changed to a virtual event due to the COVID-19 pandemic.
Описание: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions.
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