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Algorithms in Bioinformatics 1

引用

丛书名： Lecture Notes in computer science

1000年

作者： Aaron Darling Jens Stoye

ISBN: (数字)9783642404535

ISBN: (纸本)9783642404528

This book constitutes the refereed proceedings of the 13th International Workshop on Algorithms in Bioinformatics, WABI 2013, held in Sophia Antipolis, France, in September 2013. WABI 2013 is one of seven workshops which, along with the European Symposium on Algorithms (ESA), constitute the ALGO annual meeting and highlights research in algorithmic work for bioinformatics, computational biology and systems biology. The goal is to present recent research results, including significant work-in-progress, and to identify and explore directions of future research. The 27 full papers presented were carefully reviewed and selected from 61 submissions. The papers cover all aspects of algorithms in bioinformatics, computational biology and systems biology.

关键词： Computational Biology/Bioinformatics Algorithm Analysis and Problem Complexity Discrete Mathematics in computer science Computation by Abstract Devices Data Mining and Knowledge Discovery probability and statistics in computer science

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Uncertainty Reasoning for the Semantic Web II 1

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丛书名： Lecture Notes in computer science

1000年

作者： Fernando Bobillo Paulo C. G. Costa Kathryn B. Laskey Claudia d’Amato Nicola Fanizzi Kenneth J. Laskey Thomas Lukasiewicz Matthias Nickles Michael Pool

ISBN: (数字)9783642359750

ISBN: (纸本)9783642359743

This book contains revised and significantly extended versions of selected papers from three workshops on Uncertainty Reasoning for the Semantic Web (URSW), held at the International Semantic Web Conferences (ISWC) in 2008, 2009, and 2010 or presented at the first international Workshop on Uncertainty in Description Logics (UniDL), held at the Federated Logic Conference (FLoC) in 2010. The 17 papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on probabilistic and Dempster-Shafer models, fuzzy and possibilistic models, inductive reasoning and machine learning, and hybrid approaches.

关键词： Artificial Intelligence Data Mining and Knowledge Discovery Information Storage and Retrieval User Interfaces and Human computer Interaction Mathematical Logic and Formal Languages probability and statistics in computer science

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Advances in Knowledge Discovery and Data Mining 1

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丛书名： Lecture Notes in computer science

1000年

作者： Honghua Dai Ramakrishnan Srikant Chengqi Zhang

ISBN: (数字)9783540247753

ISBN: (纸本)9783540220640

ThePaci?c-AsiaConferenceonKnowledgeDiscoveryandDataMining(PAKDD) has been held every year since 1997. This year, the eighth in the series (PAKDD 2004) was held at Carlton Crest Hotel, Sydney, Australia, 26–28 May 2004. PAKDD is a leading international conference in the area of data mining. It p- vides an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition and automatic scienti?c discovery, data visualization, causal induction, and knowledge-based systems. The selection process this year was extremely competitive. We received 238 researchpapersfrom23countries,whichisthehighestinthehistoryofPAKDD, and re?ects the recognition of and interest in this conference. Each submitted research paper was reviewed by three members of the program committee. F- lowing this independent review, there were discussions among the reviewers, and when necessary, additional reviews from other experts were requested. A total of 50 papers were selected as full papers (21%), and another 31 were selected as short papers (13%), yielding a combined acceptance rate of approximately 34%. The conference accommodated both research papers presenting original - vestigation results and industrial papers reporting real data mining applications *** on key technologies of knowledge discovery and data mining, and one workshop focusing on speci?c new challenges and emerging issues of knowledge discovery ***2004programwasfurtherenhancedwithkeynote speeches by two outstanding researchers inthe area of knowledge discovery and data mining: Philip Yu, Manager of Software Tools and Techniques, IBM T.J.

关键词： Data Structures and Information Theory Artificial Intelligence Database Management Information Storage and Retrieval Multimedia Information Systems probability and statistics in computer science

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Developments in Robust statistics 1

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1000年

作者： Rudolf Dutter Peter Filzmoser Ursula Gather Peter J. Rousseeuw

ISBN: (数字)9783642573385

ISBN: (纸本)9783790815184;9783642632419

Aspects of Robust statistics are important in many areas. Based on the International Conference on Robust statistics 2001 (ICORS 2001) in Vorau, Austria, this volume discusses future directions of the discipline, bringing together leading scientists, experienced researchers and practitioners, as well as younger researchers. The papers cover a multitude of different aspects of Robust statistics. For instance, the fundamental problem of data summary (weights of evidence) is considered and its robustness properties are studied. Further theoretical subjects include e.g.: robust methods for skewness, time series, longitudinal data, multivariate methods, and tests. Some papers deal with computational aspects and algorithms. Finally, the aspects of application and programming tools complete the volume.

关键词： probability Theory and Stochastic Processes Database Management Programming Techniques Statistical Theory and Methods Econometrics probability and statistics in computer science

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statistics with Julia 1

引用

丛书名： Springer Series in the Data sciences

1000年

作者： Yoni Nazarathy Hayden Klok

ISBN: (数字)9783030709013

ISBN: (纸本)9783030709006;9783030709037

This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical knowledge and only assumes a basic understanding of programming and mathematical notation. It is accessible to practitioners and researchers in data science, machine learning, bio-statistics, finance, or engineering who may wish to solidify their knowledge of probability and statistics.;The book progresses through ten independent chapters starting with an introduction of Julia, and moving through basic probability, distributions, statistical inference, regression analysis, machine learning methods, and the use of Monte Carlo simulation for dynamic stochastic models. Ultimately this text introduces the Julia programming language as a computational tool, uniquely addressing end-users rather than developers. It makes heavy use of over 200 code examples to illustrate dozens of key statistical concepts. The Julia code, written in a simple format with parameters that can be easily modified, is also available for download from the book’s associated GitHub repository online.;See what;are saying about the book:

关键词： Mathematical Software statistics for Business, Management, Economics, Finance, Insurance Data Structures probability and statistics in computer science

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Data Fusion and Perception 1

引用

丛书名： CISM International Centre for Mechanical sciences

1000年

作者： Giacomo Riccia Hans-Joachim Lenz Rudolf Kruse

ISBN: (数字)9783709125809

ISBN: (纸本)9783211836835

This work is a collection of front-end research papers on data fusion and perceptions. Authors are leading European experts of Artificial Intelligence, Mathematical statistics and/or Machine Learning. Area overlaps with "Intelligent Data Analysis”, which aims to unscramble latent structures in collected data: Statistical Learning, Model Selection, Information Fusion, Soccer Robots, Fuzzy Quantifiers, Emotions and Artifacts.

关键词： Artificial Intelligence probability and statistics in computer science statistics and Computing/statistics Programs statistics for Engineering, Physics, computer science, Chemistry and Earth sciences Operations Research, Management science

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Language, Logic, and Computation 1

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丛书名： Lecture Notes in computer science

1000年

作者： Alexandra Silva Sam Staton Peter Sutton Carla Umbach

ISBN: (数字)9783662595657

ISBN: (纸本)9783662595640

This book constitutes the refereed proceedings of the 12th International Tbilisi Symposium on Logic, Language and Computation, TbiLLC 2017, held in Lagodekhi, Georgia, in September 2017.;The volume contains 17 full revised papers presented at the conference from 22 submissions. The aim of this conference series is to bring together researchers from a wide variety of fields in Natural language syntax, Linguistic typology, Language evolution, Logics for artificial intelligence and much more.

关键词： Mathematical Logic and Formal Languages Logic in AI probability and statistics in computer science

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Festschrift in Honor of R. Dennis Cook 1

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1000年

作者： Efstathia Bura Bing Li

ISBN: (数字)9783030690090

ISBN: (纸本)9783030690083;9783030690113

In honor of professor and renowned statistician R. Dennis Cook, this festschrift explores his influential contributions to an array of statistical disciplines ranging from experimental design and population genetics, to statistical diagnostics and all areas of regression-related inference and analysis. Since the early 1990s, Prof. Cook has led the development of dimension reduction methodology in three distinct but related regression contexts: envelopes, sufficient dimension reduction (SDR), and regression graphics. In particular, he has made fundamental and pioneering contributions to SDR, inventing or co-inventing many popular dimension reduction methods, such as sliced average variance estimation, the minimum discrepancy approach, model-free variable selection, and sufficient dimension reduction subspaces.;A prolific researcher and mentor, Prof. Cook is known for his ability to identify research problems in statistics that are both challenging and important, as well as his deep appreciation for the applied side of statistics. This collection of Prof. Cook's collaborators, colleagues, friends, and former students reflects the broad array of his contributions to the research and instructional arenas of statistics.

关键词： Statistical Theory and Methods statistics and Computing/statistics Programs probability and statistics in computer science

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Advances in Knowledge Discovery and Data Mining 1

引用

丛书名： Lecture Notes in computer science

1000年

作者： Wee-Keong Ng Masaru Kitsuregawa Jianzhong Li Kuiyu Chang

ISBN: (数字)9783540332077

ISBN: (纸本)9783540332060

The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) is a leading international conference in the area of data mining and knowledge discovery. This year marks the tenth anniversary of the successful annual series of PAKDD conferences held in the Asia Pacific region. It was with pleasure that we hosted PAKDD 2006 in Singapore again, since the inaugural PAKDD conference was held in Singapore in 1997. PAKDD 2006 continues its tradition of providing an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all aspects of KDD data mining, including data cleaning, data warehousing, data mining techniques, knowledge visualization, and data mining applications. This year, we received 501 paper submissions from 38 countries and regions in Asia, Australasia, North America and Europe, of which we accepted 67 (13.4%) papers as regular papers and 33 (6.6%) papers as short papers. The distribution of the accepted papers was as follows: USA (17%), China (16%), Taiwan (10%), Australia (10%), Japan (7%), Korea (7%), Germany (6%), Canada (5%), Hong Kong (3%), Singapore (3%), New Zealand (3%), France (3%), UK (2%), and the rest from various countries in the Asia Pacific region.

关键词： Data Structures and Information Theory Artificial Intelligence Database Management Information Storage and Retrieval probability and statistics in computer science Multimedia Information Systems

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computers and Games 1

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丛书名： Lecture Notes in computer science

1000年

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