Formal Methods for the Analysis of Biomedical Ontologies, Zhang

Автор: Polovina
Название: Measuring Ontologies for Value Enhancement: Aligning Computing Productivity with Human Creativity for Societal Adaptation
ISBN: 303122227X ISBN-13(EAN): 9783031222276
Издательство: Springer
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Цена: 69870.00 T
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Описание: This book constitures selected and revised papers presented at the First International Workshop on Measuring Ontologies for Value Enhancement, MOVE 2020, held as Virtual Event in October 2020. The 7 extended and revised papers presented were thoroughly reviewed and selected from the 13 submissions. Along with them, the volume presents 5 invited papers. The volume articles are arranged in the topical sections on complexity of knowledge-intensive endeavors; ontology modeling; enterprise ontologies; knowledge discovery and innovations.

Автор: Zhang
Название: Formal Methods for the Analysis of Biomedical Ontologies
ISBN: 3031121309 ISBN-13(EAN): 9783031121302
Издательство: Springer
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Цена: 55890.00 T
Наличие на складе: Нет в наличии.
Описание: The book synthesizes research on the analysis of biomedical ontologies using formal concept analysis, including through auditing, curation, and enhancement. As the evolution of biomedical ontologies almost inevitably involves manual work, formal methods are a particularly useful tool for ontological engineering and practice, particularly in uncovering unexpected "bugs" and content materials. The book first introduces simple but formalized strategies for discovering undesired and incoherent patterns in ontologies before exploring the application of formal concept analysis for semantic completeness. The book then turns to formal concept analysis, a classical approach used in the mathematical treatment of orders and lattices, as an ontological engineering principle, focusing on the structural property of ontologies with respect to its conformation to lattice or not (non-lattice). The book helpfully covers the development of more efficient algorithms for non-lattice detection and extraction required by exhaustive lattice/non-lattice analysis. The book goes on to highlight the power and utility of uncovering non-lattice structure for debugging ontologies and describes methods that leverage the linguistic information in concept names (labels) for ontological analysis. It also addresses visualization and performance evaluation issues before closing with an overview and forward-looking perspectives on the field. This book is intended for graduate students and researchers interested in biomedical ontologies and their applications. It can be a useful supplement for courses on knowledge representation and engineering and also provide readers with a reference for related scientific publications and literature to assist in identifying potential research topics. All mathematical concepts and notations used in this book can be found in standard discrete mathematics textbooks, and the appendix at the end of the book provides a list of key ontological resources, as well as annotated non-lattice and lattice examples that were discovered using the authors' methods, demonstrating how "bugs are fixed" by converting non-lattices to lattices with minimal edit changes.

Автор: Vassilis Christophides; Martine Collard; Claudio G
Название: Semantic Web, Ontologies and Databases
ISBN: 3540709592 ISBN-13(EAN): 9783540709596
Издательство: Springer
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Цена: 60550.00 T
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Описание: Constitutes the thoroughly refereed post-conference proceedings of the joint International Workshops on Semantic Web, Ontologies and Databases, SWDB-ODBIS 2007, co-located with the 33rd International Conference on Very Large Data Bases, VLDB 2007, held in Vienna, Austria, in September 2007.

Автор: Arjen Hommersom; Peter J.F. Lucas
Название: Foundations of Biomedical Knowledge Representation
ISBN: 3319280066 ISBN-13(EAN): 9783319280066
Издательство: Springer
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Цена: 52170.00 T
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Описание:

How to Read the Book "Foundations of Biomedical Knowledge Representation".- An Introduction to Knowledge Representation and Reasoning in Healthcare.- Representing Knowledge for Clinical Diagnostic Reasoning.- Automated Diagnosis of Breast Cancer on Medical.- Monitoring in the Healthcare Setting.- Conformance Verification of Clinical Guidelines in Presence of Computerized and Human-Enhanced.- Modelling and Monitoring the Individual Patient in Real Time.- Personalised Medicine: Taking a New Look at the Patient.- Graphical Modelling in Genetics and Systems Biology.- Chain Graphs and Gene Networks.- Prediction and Prognosis of Health and Disease.- Trajectories Through the Disease Process: Cross Sectional and Longitudinal Studies.- Dynamic Bayesian Network for Cervical Cancer Screening.- Modeling Dynamic Processes with Memory by Higher Order Temporal Models.- Treatment of Disease: The Role of Knowledge Representation for Treatment Selection.- Predicting Adverse Drug Events from Electronic Medical Records.- User Modelling for Patient Tailored Virtual Rehabilitation.- Supporting Physicians and Patients through Recommendation: Guidelines and Beyond.- A Hybrid Approach to the Verification of Computer Interpretable Guidelines.- Aggregation of Clinical Evidence Using Argumentation.

Автор: Wyatt Travis Clark
Название: Information-Theoretic Evaluation for Computational Biomedical Ontologies
ISBN: 3319041371 ISBN-13(EAN): 9783319041377
Издательство: Springer
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Цена: 46570.00 T
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Описание: The development of effective methods for the prediction of ontological annotations is an important goal in computational biology, yet evaluating their performance is difficult due to problems caused by the structure of biomedical ontologies and incomplete annotations of genes.

Автор: Alessandro Oltramari; Piek Vossen; Lu Qin; Eduard
Название: New Trends of Research in Ontologies and Lexical Resources
ISBN: 3642437788 ISBN-13(EAN): 9783642437786
Издательство: Springer
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Цена: 88500.00 T
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Описание: Surveying new directions of research and development in the interdisciplinary framework where ontologies and lexical resources intersect, this book deals with the complex relation between lexicons (in different languages) and the underlying ontological model.

Автор: Albert Burger; Duncan Davidson; Richard Baldock
Название: Anatomy Ontologies for Bioinformatics
ISBN: 1849966664 ISBN-13(EAN): 9781849966665
Издательство: Springer
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Цена: 148010.00 T
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Описание: This book provides a timely and first-of-its-kind collection of papers on anatomy ontologies. The book aims to provide readers with a comprehensive understanding of the foundations of anatomical ontologies and the-state-of-the-art in terms of existing tools and applications.

Автор: Heiner Stuckenschmidt; Christine Parent; Stefano S
Название: Modular Ontologies
ISBN: 3642019064 ISBN-13(EAN): 9783642019067
Издательство: Springer
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Цена: 65210.00 T
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Описание: A collection of research achievements mature enough to provide a firm and reliable basis on modular ontologies. It offers an analysis of the research area and discusses the concepts, theories and techniques for knowledge modularization.

Автор: Robinson, Peter N.
Название: Introduction to Bio-Ontologies
ISBN: 0367659271 ISBN-13(EAN): 9780367659271
Издательство: Taylor&Francis
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Цена: 45930.00 T
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Автор: Robinson, Peter N.
Название: Introduction to Bio-Ontologies
ISBN: 1439836655 ISBN-13(EAN): 9781439836651
Издательство: Taylor&Francis
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Цена: 107190.00 T
Наличие на складе: Нет в наличии.

Автор: Tsai Jeffrey J P & Ng Ka-Lok
Название: Computational Methods With Applications In Bioinformatics Analysis
ISBN: 9813207973 ISBN-13(EAN): 9789813207974
Издательство: World Scientific Publishing
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Цена: 90810.00 T
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Описание:

This compendium contains 10 chapters written by world renowned researchers with expertise in semantic computing, genome sequence analysis, biomolecular interaction, time-series microarray analysis, and machine learning algorithms.

The salient feature of this book is that it highlights eight types of computational techniques to tackle different biomedical applications. These techniques include unsupervised learning algorithms, principal component analysis, fuzzy integral, graph-based ensemble clustering method, semantic analysis, interolog approach, molecular simulations and enzyme kinetics.

The unique volume will be a useful reference material and an inspirational read for advanced undergraduate and graduate students, computer scientists, computational biologists, bioinformatics and biomedical professionals.

Автор: Wahiba Ben Abdessalem Karaa, Nilanjan Dey
Название: Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes
ISBN: 1466688114 ISBN-13(EAN): 9781466688117
Издательство: Mare Nostrum (Eurospan)
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Цена: 218990.00 T
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Описание: Addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. An essential addition to the reference material available in the field of medicine, this timely publication covers a range of applied research on data mining, image processing, computational simulation, data visualization, and image retrieval.