Mining Data for Financial Applications: 5th Ecml Pkdd Workshop, Midas 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers, Bitetta Valerio, Bordino Ilaria, Ferretti Andrea
Автор: Dong Yuxiao, Ifrim Georgiana, Mladenic Dunja Название: Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track: European Conference, Ecml Pkdd 2020, Ghent, Belgium, Septe ISBN: 3030676692 ISBN-13(EAN): 9783030676698 Издательство: Springer Цена: 83850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: bioinformatics.Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: activity recognition; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: computational social science;
A Framework for Pattern Mining and Anomaly Detection in Multi-Dimensional Time Series and Event Logs.- A Heuristic Approach for Sensitive Pattern Hiding with Improved Data Quality.- Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners.- Neural Hybrid Recommender: Recommendation Needs Collaboration.- Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods.- Soft Voting Windowing Ensembles for Learning from Partially Labelled Streams.- Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning.- Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda.- Hough Transform as a Tool for the Classification of Vehicle Speed Changes in on-road Audio Recordings.
Автор: Koprinska Irena, Kamp Michael, Appice Annalisa Название: Ecml Pkdd 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (Ecml Pkdd 2020): Sogood ISBN: 303065964X ISBN-13(EAN): 9783030659646 Издательство: Springer Цена: 83850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Fifth Workshop on Data Science for Social Good (SoGood 2020).- Workshop on Parallel, Distributed and Federated Learning (PDFL 2020).- Second Workshop on Machine Learning for Cybersecurity (MLCS 2020).- Ninth International Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2020).- Workshop on Data Integration and Applications (DINA 2020).- Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020).- Second International Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2020).- Eighth International Workshop on News Recommendation and Analytics (INRA 2020).
Автор: Lemaire Vincent, Malinowski Simon, Bagnall Anthony Название: Advanced Analytics and Learning on Temporal Data: 5th Ecml Pkdd Workshop, Aaltd 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers ISBN: 3030657418 ISBN-13(EAN): 9783030657413 Издательство: Springer Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020. The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions.
Автор: Verbelen Tim, Lanillos Pablo, Buckley Christopher L. Название: Active Inference: First International Workshop, Iwai 2020, Co-Located with Ecml/Pkdd 2020, Ghent, Belgium, September 14, 2020, Proceedin ISBN: 3030649180 ISBN-13(EAN): 9783030649180 Издательство: Springer Цена: 83850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the First International Workshop on Active Inference, IWAI 2020, co-located with ECML/PKDD 2020, held in Ghent, Belgium, in September 2020. active inference and machine learning; active inference: theory and biology.
Автор: Dong Yuxiao, Mladenic Dunja, Saunders Craig Название: Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track: European Conference, Ecml Pkdd 2020, Ghent, Belgium, September 14-1 ISBN: 3030676668 ISBN-13(EAN): 9783030676667 Издательство: Springer Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: bioinformatics.Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: activity recognition; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: computational social science;
Автор: Hutter Frank, Kersting Kristian, Lijffijt Jefrey Название: Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part I ISBN: 3030676609 ISBN-13(EAN): 9783030676605 Издательство: Springer Цена: 126710.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: bioinformatics.Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: activity recognition; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: computational social science;
Автор: Hutter Frank, Kersting Kristian, Lijffijt Jefrey Название: Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part I ISBN: 3030676633 ISBN-13(EAN): 9783030676636 Издательство: Springer Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: bioinformatics.Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: activity recognition; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: computational social science;
Автор: Hutter Frank, Kersting Kristian, Lijffijt Jefrey Название: Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part I ISBN: 3030676579 ISBN-13(EAN): 9783030676575 Издательство: Springer Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: bioinformatics.Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: activity recognition; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: computational social science;
Автор: Cellier Peggy, Driessens Kurt Название: Machine Learning and Knowledge Discovery in Databases: International Workshops of Ecml Pkdd 2019, Wьrzburg, Germany, September 16-20, 2019, Proceeding ISBN: 3030438864 ISBN-13(EAN): 9783030438869 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in Wurzburg, Germany, in September 2019.
Автор: Carlos Alzate; Anna Monreale; Livio Bioglio; Valer Название: ECML PKDD 2018 Workshops ISBN: 3030134628 ISBN-13(EAN): 9783030134624 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: A Multivariate and Multi-step ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting.- Calibrating the Mean-reversion Parameter in the Hull-White Model Using NeuralNetworks.- Deep Factor Model-Explaining Deep Learning Decisions for Forecasting Stock Returns with Layer-wise Relevance Propagation.- A Comparison of Neural Network Methods for Accurate Sentiment Analysis of Stock Market Tweets.- A Progressive Resampling Algorithm for Finding Very Sparse Investment Portfolios.- ICIE 1.0: A Novel Tool for Interactive Contextual Interaction Explanations.- Testing for Self-excitation in Financial Events: A Bayesian Approach.- A Web Crawling Environment to Support Financial Strategies and Trend Correlation.- A differential privacy workflow for inference of parameters in the Rasch model.- Privacy Preserving Client/Vertical-Servers Classification.- Privacy Risk for Individual Basket Patterns.- Exploring Students Eating Habits through Individual Profiling and Clustering Analysis.
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