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Realms of Meaning
Realms of Meaning presents an accessible introduction to semantics. It provides an understanding of the way meaning works in natural languages, against a background of how we communicate with language. Avoiding theoretical terminology and linguistic theories it concentrates instead on the analysis of meaning, and looks in depth at such subjects as opposites and negatives, modal verbs, prepositions and word meanings. Examples are chosen mainly from English to provide material for the wider discussion of the principles of the subject, but European, East Asian and other languages also provide illuminating examples.
Predicting Structured Data
State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.
Learning in Graphical Models
In the past decade, a number of different research communities within the computational sciences have studied learning in networks, starting from a number of different points of view. There has been substantial progress in these different communities and surprising convergence has developed between the formalisms. The awareness of this convergence and the growing interest of researchers in understanding the essential unity of the subject underlies the current volume. Two research communities which have used graphical or network formalisms to particular advantage are the belief network community and the neural network community. Belief networks arose within computer science and statistics and...
Computer Vision - ECCV 2002
Premiering in 1990 in Antibes, France, the European Conference on Computer Vision, ECCV, has been held biennially at venues all around Europe. These conferences have been very successful, making ECCV a major event to the computer vision community. ECCV 2002 was the seventh in the series. The privilege of organizing it was shared by three universities: The IT University of Copenhagen, the University of Copenhagen, and Lund University, with the conference venue in Copenhagen. These universities lie ̈ geographically close in the vivid Oresund region, which lies partly in Denmark and partly in Sweden, with the newly built bridge (opened summer 2000) crossing the sound that formerly divided the ...
Multi-faceted Deep Learning
This book covers a large set of methods in the field of Artificial Intelligence - Deep Learning applied to real-world problems. The fundamentals of the Deep Learning approach and different types of Deep Neural Networks (DNNs) are first summarized in this book, which offers a comprehensive preamble for further problem–oriented chapters. The most interesting and open problems of machine learning in the framework of Deep Learning are discussed in this book and solutions are proposed. This book illustrates how to implement the zero-shot learning with Deep Neural Network Classifiers, which require a large amount of training data. The lack of annotated training data naturally pushes the research...
Natural Language Processing – IJCNLP 2004
This book constitutes the thoroughly refereed post-proceedings of the First International Joint Conference on Natural Language Processing, IJCNLP 2004, held in Hainan Island, China in March 2004. The 84 revised full papers presented in this volume were carefully selected during two rounds of reviewing and improvement from 211 papers submitted. The papers are organized in topical sections on dialogue and discourse; FSA and parsing algorithms; information extractions and question answering; information retrieval; lexical semantics, ontologies, and linguistic resources; machine translation and multilinguality; NLP software and applications, semantic disambiguities; statistical models and machine learning; taggers, chunkers, and shallow parsers; text and sentence generation; text mining; theories and formalisms for morphology, syntax, and semantics; word segmentation; NLP in mobile information retrieval and user interfaces; and text mining in bioinformatics.
A Companion to the Great Western Schism (1378-1417)
The division of the Church or Schism that took place between 1378 and 1417 had no precedent in Christianity. No conclave since the twelfth century had acted as had those in April and September 1378, electing two concurrent popes. This crisis was neither an issue of the authority claimed by the pope and the Holy Roman Emperor nor an issue of authority and liturgy. The Great Western Schism was unique because it forced upon Christianity a rethinking of the traditional medieval mental frame. It raised question of personality, authority, human fallibility, ecclesiastical jurisdiction and taxation, and in the end responsibility in holding power and authority. This collection presents the broadest range of experiences, center and periphery, clerical and lay, male and female, Christian and Muslim. Theology, including exegesis of Scripture, diplomacy, French literature, reform, art, and finance all receive attention.
Data Clustering
Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering, from basic methods to more refined and complex data clustering approaches. It pays special attention to recent issues in graphs, social networks, and other domains. The book focuses on three primary aspects of data clustering: Methods, describing key techniques commonly used for clustering, such as feature selection, agglomerative clustering, partitional clustering, density-based clustering, probabi...
