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Author : Martin Atzmüller
Publisher : IOS Press
ISBN 13 : 9783898383073
Total Pages : 232 pages
Book Rating : 4.3/5 (83 download)
Download or read book Knowledge-intensive Subgroup Mining written by Martin Atzmüller and published by IOS Press. This book was released on 2007 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Steffen Staab
Publisher : Springer
ISBN 13 : 3540463658
Total Pages : 404 pages
Book Rating : 4.5/5 (44 download)
Download or read book Managing Knowledge in a World of Networks written by Steffen Staab and published by Springer. This book was released on 2006-10-04 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2006, held in Podebrady, Czech Republic in October 2006. The 17 revised full papers and 16 revised short papers presented together with two invited talks were carefully reviewed and selected from 119 submissions.
Author : Atzmueller, Martin
Publisher : IGI Global
ISBN 13 : 1522502947
Total Pages : 293 pages
Book Rating : 4.5/5 (225 download)
Download or read book Enterprise Big Data Engineering, Analytics, and Management written by Atzmueller, Martin and published by IGI Global. This book was released on 2016-06-01 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significance of big data can be observed in any decision-making process as it is often used for forecasting and predictive analytics. Additionally, big data can be used to build a holistic view of an enterprise through a collection and analysis of large data sets retrospectively. As the data deluge deepens, new methods for analyzing, comprehending, and making use of big data become necessary. Enterprise Big Data Engineering, Analytics, and Management presents novel methodologies and practical approaches to engineering, managing, and analyzing large-scale data sets with a focus on enterprise applications and implementation. Featuring essential big data concepts including data mining, artificial intelligence, and information extraction, this publication provides a platform for retargeting the current research available in the field. Data analysts, IT professionals, researchers, and graduate-level students will find the timely research presented in this publication essential to furthering their knowledge in the field.
Author : Johannes Fürnkranz
Publisher : Springer
ISBN 13 : 3540460489
Total Pages : 681 pages
Book Rating : 4.5/5 (44 download)
Download or read book Knowledge Discovery in Databases: PKDD 2006 written by Johannes Fürnkranz and published by Springer. This book was released on 2006-09-21 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2006. The book presents 36 revised full papers and 26 revised short papers together with abstracts of 5 invited talks, carefully reviewed and selected from 564 papers submitted. The papers offer a wealth of new results in knowledge discovery in databases and address all current issues in the area.
Author : Dietmar Seipel
Publisher : Springer Science & Business Media
ISBN 13 : 3642006744
Total Pages : 263 pages
Book Rating : 4.6/5 (42 download)
Download or read book Applications of Declarative Programming and Knowledge Management written by Dietmar Seipel and published by Springer Science & Business Media. This book was released on 2009-04-22 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: knowledgewrappedinrules,databases,ortheWeballowsonetoexploreintere- ing hidden knowledge.Declarativetechniques for the transformation,deduction, induction, visualization, or querying of knowledge, or data mining techniques for exploring knowledge have the advantage of high transparency and better maintainability compared to procedural approaches.
Author : Grzegorz J. Nalepa
Publisher : Springer
ISBN 13 : 331966655X
Total Pages : 453 pages
Book Rating : 4.3/5 (196 download)
Download or read book Modeling with Rules Using Semantic Knowledge Engineering written by Grzegorz J. Nalepa and published by Springer. This book was released on 2017-10-04 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes a consistent methodology for building intelligent systems. It puts forward several formal models for designing and implementing rules-based systems, and presents illustrative case studies of their applications. These include software engineering, business process systems, Semantic Web, and context-aware systems on mobile devices. Rules offer an intuitive yet powerful method for representing human knowledge, and intelligent systems based on rules have many important applications. However, their practical development requires proper techniques and models - a gap that this book effectively addresses.
Author : Bettina Berendt
Publisher : Springer
ISBN 13 : 3642018912
Total Pages : 150 pages
Book Rating : 4.6/5 (42 download)
Download or read book Knowledge Discovery Enhanced with Semantic and Social Information written by Bettina Berendt and published by Springer. This book was released on 2009-07-09 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is showcases recent advances in knowledge discovery enhanced with semantic and social information. It includes eight chapters that grew out of joint workshops at ECML/PKDD 2007. The contributions emphasize the vision of the Web as a social medium.
Author : Peter A. Flach
Publisher : Springer
ISBN 13 : 3642334865
Total Pages : 891 pages
Book Rating : 4.6/5 (423 download)
Download or read book Machine Learning and Knowledge Discovery in Databases written by Peter A. Flach and published by Springer. This book was released on 2012-09-11 with total page 891 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 443 submissions. The final sections of the proceedings are devoted to Demo and Nectar papers. The Demo track includes 10 papers (from 19 submissions) and the Nectar track includes 4 papers (from 14 submissions). The papers grouped in topical sections on association rules and frequent patterns; Bayesian learning and graphical models; classification; dimensionality reduction, feature selection and extraction; distance-based methods and kernels; ensemble methods; graph and tree mining; large-scale, distributed and parallel mining and learning; multi-relational mining and learning; multi-task learning; natural language processing; online learning and data streams; privacy and security; rankings and recommendations; reinforcement learning and planning; rule mining and subgroup discovery; semi-supervised and transductive learning; sensor data; sequence and string mining; social network mining; spatial and geographical data mining; statistical methods and evaluation; time series and temporal data mining; and transfer learning.
Author : Michelangelo Ceci
Publisher : Springer
ISBN 13 : 3030018512
Total Pages : 473 pages
Book Rating : 4.0/5 (3 download)
Download or read book Foundations of Intelligent Systems written by Michelangelo Ceci and published by Springer. This book was released on 2018-10-22 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 24th International Symposium on Foundations of Intelligent Systems, ISMIS 2018, held in Limassol, Cyprus, in October 2018. The 32 full, 8 short, and 4 application papers presented in this volume were carefully reviewed and selected from 59 submissions. The papers deal with topics such as bioinformatics and health informatics, graph mining, image analysis, intelligent systems, mining complex patterns, novelty detection and class imbalance, social data analysis, spatio-temporal analysis, and topic modeling and opinion mining. In addition, three special sessions were organized, namely: Special Session on Granular and Soft Clustering for Data Science, Special Session on Intelligent Methodologies for Traffic Data Analysis and Mining, and Special Session on Advanced Methods in Machine Learning for Modeling Complex Data.
Author : Allan Tucker
Publisher : Springer
ISBN 13 : 3642413986
Total Pages : 476 pages
Book Rating : 4.6/5 (424 download)
Download or read book Advances in Intelligent Data Analysis XII written by Allan Tucker and published by Springer. This book was released on 2013-10-16 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed conference proceedings of the 12th International Conference on Intelligent Data Analysis, which was held in October 2013 in London, UK. The 36 revised full papers together with 3 invited papers were carefully reviewed and selected from 84 submissions handling all kinds of modeling and analysis methods, irrespective of discipline. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems.
Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3319147234
Total Pages : 159 pages
Book Rating : 4.3/5 (191 download)
Download or read book Mining, Modeling, and Recommending 'Things' in Social Media written by Martin Atzmueller and published by Springer. This book was released on 2014-12-24 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed joint post-workshop proceedings of the 4th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2013, held in Prague, Czech Republic, in September 2013, and the 4th International Workshop on Modeling Social Media, MSM 2013, held in Paris, France, in May 2013. The 8 full papers included in the book are revised and significantly extended versions of papers submitted to the workshops. The focus is on collective intelligence in ubiquitous and social environments. Issues tackled include personalization in social streams, recommendations exploiting social and ubiquitous data, and efficient information processing in social systems. Furthermore, this book presents work dealing with the problem of mining patterns from ubiquitous social data, including mobility mining and exploratory methods for ubiquitous data analysis.
Author : Frank Hutter
Publisher : Springer Nature
ISBN 13 : 3030676587
Total Pages : 797 pages
Book Rating : 4.0/5 (36 download)
Download or read book Machine Learning and Knowledge Discovery in Databases written by Frank Hutter and published by Springer Nature. This book was released on 2021-02-24 with total page 797 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had to change to an online format due to the COVID-19 pandemic. The 232 full papers and 10 demo papers presented in this volume were carefully reviewed and selected for inclusion in the proceedings. The volumes are organized in topical sections as follows: Part I: Pattern Mining; clustering; privacy and fairness; (social) network analysis and computational social science; dimensionality reduction and autoencoders; domain adaptation; sketching, sampling, and binary projections; graphical models and causality; (spatio-) temporal data and recurrent neural networks; collaborative filtering and matrix completion. Part II: deep learning optimization and theory; active learning; adversarial learning; federated learning; Kernel methods and online learning; partial label learning; reinforcement learning; transfer and multi-task learning; Bayesian optimization and few-shot learning. Part III: Combinatorial optimization; large-scale optimization and differential privacy; boosting and ensemble methods; Bayesian methods; architecture of neural networks; graph neural networks; Gaussian processes; computer vision and image processing; natural language processing; bioinformatics. Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: transportation; applied data science: activity recognition; applied data science: hardware and manufacturing; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: healthcare; applied data science: e-commerce and finance; applied data science: computational social science; applied data science: sports; demo track.
Author : Jian Pei
Publisher : Springer
ISBN 13 : 3642374530
Total Pages : 632 pages
Book Rating : 4.6/5 (423 download)
Download or read book Advances in Knowledge Discovery and Data Mining written by Jian Pei and published by Springer. This book was released on 2013-04-06 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern mining, classification, graph mining, applications, machine learning, feature selection and dimensionality reduction, multiple information sources mining, social networks, clustering, text mining, text classification, imbalanced data, privacy-preserving data mining, recommendation, multimedia data mining, stream data mining, data preprocessing and representation.
Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264734872
Total Pages : 163 pages
Book Rating : 4.2/5 (647 download)
Download or read book OECD Rural Studies Mining Regions and Cities Case of Andalusia, Spain written by OECD and published by OECD Publishing. This book was released on 2021-06-11 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Andalusia is the largest mining producer in Spain, the second-largest copper producer in the EU and a leader in marble and gypsum production. The region benefits from two distinct mining subsectors, each with a rich network of suppliers that are relevant for local development: the metallic mining sector (e.g. copper and zinc),
Author : Jan Rauch
Publisher : Springer Science & Business Media
ISBN 13 : 3642041248
Total Pages : 637 pages
Book Rating : 4.6/5 (42 download)
Download or read book Foundations of Intelligent Systems written by Jan Rauch and published by Springer Science & Business Media. This book was released on 2009-09-03 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, held in Prague, Czech Republic, in September 2009. The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.
Author : Frank Dylla
Publisher : IOS Press
ISBN 13 : 9783898383202
Total Pages : 202 pages
Book Rating : 4.3/5 (832 download)
Download or read book An Agent Control Perspective on Qualitative Spatial Reasoning written by Frank Dylla and published by IOS Press. This book was released on 2008 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Christian Becker-Asano
Publisher : IOS Press
ISBN 13 : 9783898383196
Total Pages : 208 pages
Book Rating : 4.3/5 (831 download)
Download or read book WASABI written by Christian Becker-Asano and published by IOS Press. This book was released on 2008 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:
