Tabla de Contenidos: “…-- 7.1.2 (Parametric) statistical models and i.i.d. samples -- 7.1.3 Basic tasks and procedures of statistical inference -- 7.1.4 Some methodological distinctions -- 7.1.5 Examples: Multinomial and normal distribution -- 7.2 Imprecision in statistics, some general sources and motives -- 7.2.1 Model and data imprecision -- sensitivity analysis and ontological views on imprecision -- 7.2.2 The robustness shock, sensitivity analysis -- 7.2.3 Imprecision as a modelling tool to express the quality of partial knowledge -- 7.2.4 The law of decreasing credibility -- 7.2.5 Imprecise sampling models: Typical models and motives -- 7.3 Some basic concepts of statistical models relying on imprecise probabilities -- 7.3.1 Most common classes of models and notation -- 7.3.2 Imprecise parametric statistical models and corresponding i.i.d. samples -- 7.4 Generalized Bayesian inference -- 7.4.1 Some selected results from traditional Bayesian statistics -- 7.4.1.1 Conjugate families of distributions -- 7.4.2 Sets of precise prior distributions, robust Bayesian inference and the generalized Bayes rule…”

Tabla de Contenidos: “…Intro -- Evolutionary Computation in Gene Regulatory Network Research -- Contents -- Preface -- Acknowledgments -- Contributors -- I Preliminaries -- 1 A Brief Introduction to Evolutionary and other Nature-Inspired Algorithms -- 1.1 Introduction -- 1.2 Classes of Evolutionary Computation -- 1.2.1 Genetic Algorithms -- 1.2.2 Genetic Programming -- 1.2.3 Evolution Strategy -- 1.2.4 Differential Evolution -- 1.2.5 Swarm Intelligence -- 1.2.6 Multi-Objective EA's -- 1.3 Advantages/Disadvantages of Evolutionary Computation -- 1.4 Application Areas Of EC -- 1.5 Conclusion -- References -- 2 Mathematical Models and Computational Methods for Inference of Genetic Networks -- 2.1 Introduction -- 2.2 Boolean Networks -- 2.3 Probabilistic Boolean Network -- 2.4 Bayesian Network -- 2.5 Graphical Gaussian Modeling -- 2.6 Differential Equations -- 2.7 Time-Varying Network -- 2.8 Conclusion -- References -- 3 Gene Regulatory Networks: Real Data Sources and Their Analysis -- 3.1 Introduction -- 3.2 Biological Data Sources -- 3.2.1 Gene Expression Data -- 3.2.2 Protein-Protein Interaction Data -- 3.2.3 Protein-DNA Interaction Data -- 3.2.4 Gene Ontology -- 3.3 Topological Analysis of Gene Regulatory Networks -- 3.3.1 Node Degree -- 3.3.2 Neighborhood Connectivity -- 3.3.3 Shortest Paths -- 3.3.4 Reconstruction of Transcriptional Regulatory Network -- 3.4 GRN Inference by Integration of Multi-Source Biological Data -- 3.4.1 Gene Module Selection -- 3.4.2 Network Motif Discovery -- 3.4.3 Gene Regulatory Module Inference -- 3.5 Conclusions and Future Directions -- Acknowledgment -- References -- II EAs for Gene Expression Data Analysis and GRN Reconstruction -- 4 Biclustering Analysis of Gene Expression Data Using Evolutionary Algorithms -- 4.1 Introduction -- 4.2 Bicluster Analysis of Data -- 4.3 Biclustering Techniques -- 4.3.1 Distance-Based Techniques…”

Tabla de Contenidos: “…-- 9.2.1.7 What Is an Ontology? -- 9.2.1.8 Language and Taxonomies -- 9.2.1.9 Textual ETL and Taxonomies -- 9.2.2 Two Examples of Analysis Types -- 9.2.3 Correlative Analysis-An Introduction -- 9.2.4 Sentiment Analysis-An Introduction -- 9.2.5 The Semantic Layer -- 9.3 Less Tech Is Often Better than More Tech in Pricing Solutions -- 9.4 Data + Planning Is the Key to COVID Vaccine Center -- 9.5 Data Science Provider-Partner Relationships Greatly More Productive than Adversarial…”

“…The book also offers a thorough consideration of the ontological and epistemological foundations that give rise to particular conceptions of agency…”

“…This book explores historically and theoretically Nordic peace as a marker of identification, ontological (in)security and regional branding. It emphasizes how conceptions of Nordic peace have been translated into policy practices and how it has maintained its relevance over time…”

“…Individual papers defend or attack a structuralist perspective on the fundamental ontologies of our physical theories, which offers the possibility of shedding new light on a number of foundational problems. …”
Sumario

“…Mainstream discussions of ethics often search for a problem-solving theory or explore ontological status. This book argues instead that the proper starting point should be the words and deeds of ordinary people in ordinary disagreements - the ethical concepts in play can only derive full meaning within the context of ordinary human lives…”
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“…He rejects the possibility of deification in an ontological sense, while at the same time emphasizing the role of Divine grace. …”

“…Contributors working from different ontological positions reflect on changing socio-spatial relations to enable the broadest possible participation in cycling…”

“…Key papers concern the ontological status of propositions and concepts, recent attempts to improve on the semantics of singular terms, the question of how to construe the content of concept-expressions, and other themes within the common grounds in which ontology and philosophical semantics intersect…”

“…The syntax part is based on an ontological-semantic analysis of the verbs. The basic idea is that the verbs of the same ontological-semantic category have the same valency structure; that is, the actual semantic relationships are reflected in the sentence structure. …”

“…The book demonstrates that, as a result of massive increases in the scale and scope of war and large-scale urbanization, the problems of existential anxiety and ontological insecurity became particularly acute. These changes evoked new religious needs, especially for salvation and release from suffering. …”

“…INTUITEL introduces a novel approach that describes learning material as well as didactic and pedagogical meta knowledge by the use of ontologies. Learning recommendations are inferred from these ontologies during runtime. …”

Tabla de Contenidos: “…I.6.6 Sharp: Selective Combination -- I.7 Indexing Language -- I.8 Indexing Process -- I.9 Effectiveness of Index -- I.10 Advantages of Index/Indexing -- References -- J Indexing Language -- J.1 Introduction -- J.2 Natural Language (NL) -- J.3 Indexing Language (IL) -- J.3.1 Difference from NL -- J.4 Types of SIL -- J.5 Attributes of SIL -- J.5.1 Vocabulary Control -- J.5.2 Concept Coordination -- J.5.3 Multiple Accesses -- J.5.4 Syndetic Devices -- J.5.5 Relation Manifestation -- J.5.5.1 Paradigmatic Relation -- J.5.5.2 Syntagmatic Relation -- J.5.6 Structural Presentation -- J.6 Theory of SIL -- J.6.1 SIL as Classificatory Language -- J.6.2 Features of SIL -- J.6.3 Postulates and Working Concepts -- J.6.4 Deep Structure of SIL -- J.6.4.1 Postulates of Deep Structure -- J.6.5 Implications of General Theory of SIL -- References -- K Controlled Vocabulary (CV) -- K.1 Introduction -- K.2 Definition of CV -- K.3 Characteristics of CV -- K.4 Types of CV -- K.4.1 Subject Authority List -- K.4.2 Taxonomy -- K.4.3 Subject Heading List -- K.4.4 Classification Scheme -- K.4.5 Thesaurus -- K.4.5.1 Definition of Thesaurus -- K.4.5.2 Difference from S H List -- K.4.5.3 Similar Tools and Concepts -- K.4.5.4 Scope and Size of Thesaurus -- K.4.5.5 Need and Characteristics of Thesaurus -- K.4.5.6 Types of Thesaurus -- K.4.5.7 Internal Structure of Thesaurus -- K.4.5.8 Relationships Between Terms -- K.4.5.9 Display of Relations -- Display Using Abbreviations -- Display Using Symbols -- Graphic Display -- Tree Structure -- Arrowgraph -- Euler Diagram -- Format of Display -- K.4.5.10 Method of Compilation -- K.4.5.11 Advantages of Thesaurus -- K.4.5.12 Use of Thesaurus -- K.4.5.13 Evaluation of Thesaurus -- K.4.6 Ontology -- K.4.7 Synonym Ring List -- K.4.8 Folksonomy -- K.5 Advantages of CV -- K.6 Disadvantages of CV -- References -- L Indexing Methods…”

“…This book by Dalmy Butti explores the integration of ontological, sports, and executive coaching techniques to enhance the roles of teachers, coaches, and sports technicians. …”

“…"Working from a speculative, more-than-human ontological position, Inefficient Mapping: A Protocol for Attuning to Phenomena presents a new, experimental cartographic practice and non-representational methodological protocol that attunes to the subaltern genealogies of sites and places, proposing a wayfaring practice for traversing the land founded on an ethics of care. …”

“…It examines how Lefort's work illuminates the political life of modern society, addressing ontological issues and the scarcity of political philosophy in contemporary times. …”

“…The text discusses the works of philosophers like Paul Ricoeur and considers the ontological and metaphysical aspects of language. Aimed at scholars and students of philosophy and linguistics, the book offers a comprehensive analysis of language as a tool for communication and conceptualization…”

“…Hvattum focuses on Semper's two major concerns: an understanding of the ontological significance of art and architecture, and their rendering as objects of scientific investigation and prediction. …”
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Sumario