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Proceedings of the Fourth SIAM International Conference on Data Mining
The Fourth SIAM International Conference on Data Mining continues the tradition of providing an open forum for the presentation and discussion of innovative algorithms as well as novel applications of data mining. This is reflected in the talks by the four keynote speakers who discuss data usability issues in systems for data mining in science and engineering, issues raised by new technologies that generate biological data, ways to find complex structured patterns in linked data, and advances in Bayesian inference techniques. This proceedings includes 61 research papers.
Data Analysis, Machine Learning and Applications
Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.
The Human Touch
The Human Touch is a book focused on the creative processes at work in British contemporary improvisational theatre and how these processes draw on the humanity of the participants: their cognitive abilities, their lives, and their relationships to each other. Vulnerability is a main feature of both the book and of improvisational theatre, both part of the hurdles that improvisers face and a creative tool. Through a study of improvisation and vulnerability, the book teaches us both what makes improvisational theatre so human and opens the door to a reflection about how to use humanity and human emotions in performance. Most importantly, it delves into the cognitive and physiological processes at work in improvisation, a topic which is missing from most manuals and studies offered to students. This book is addressed to theatre students and provides both an important overview of the form’s history and a challenge to what is usually taught about improvisation.
Advances in Data Analysis, Data Handling and Business Intelligence
Data Analysis, Data Handling and Business Intelligence are research areas at the intersection of computer science, artificial intelligence, mathematics, and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as in marketing, finance, economics, engineering, linguistics, archaeology, musicology, medical science, and biology. This volume contains the revised versions of selected papers presented during the 32nd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation, GfKl). The conference, which was organized in cooperation with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), was hosted by Helmut-Schmidt-University, Hamburg, Germany, in July 2008.
Usability research for interpreter-centred technology: The case study of SmarTerp
Technological advancement is reshaping the ways in which language interpreters operate. This poses existential challenges to the profession but also offers new opportunities. This books moves from the design of the computer-assisted interpreting tool SmarTerp as a case study of impact-driven interpreting technology research. It demonstrates how usability testing was used to achieve an interpreter-centred design. By contextualising the case study within the past and current developments of translation and interpreting technology research, this book seeks to inform and inspire a redefinition of the conceptualisation of interpreting technology research—not just as a tool to understand change but to drive it into a sustainable and human direction.
Determinants of Grammatical Variation in English
What factors influence the choice between alternative grammatical structures such as the following: a lit / a lighted cigarette, more full / fuller of convincing arguments, the main thesis of the book / the book's main thesis, take hostage a group of 15 holiday makers / take a group of 15 holidaymakers hostage, conceding that the argument is convincing / conceding the argument to be convincing? This is the central issue explored in this volume, which contains a unique selection of innovative in-depth empirical studies written in a broadly functional framework. The factors investigated include the following: phonological influences (such as the principle of rhythmic alternation and optimal syllable structure), frequency, pervasive semantic and pragmatic aspects (including iconicity, markedness, grammaticalization and typological tendencies), information structure, processing complexity and horror aequi (the avoidance of identity effects).
Cross-Cultural Pragmatics
This book provides a cutting-edge introduction to cross-cultural pragmatics, a field encompassing the study of language use across linguacultures. Cross-Cultural Pragmatics is relevant for a variety of fields, such as pragmatics, applied linguistics, language learning and teaching, translation, intercultural communication and sociolinguistics. Written by two leading scholars in the field, this book offers an accessible overview of cross-cultural pragmatics, by providing insights into the theory and practice of systematically comparing language use in different cultural contexts. The authors provide a ground-breaking, language-anchored, strictly empirical and replicable framework applicable for the study of different datatypes and situations. The framework is illustrated with case studies drawn from a variety of linguacultures, such as English, Chinese, Japanese and German. In these case studies, the reader is provided with contrastive analyses of language use in important contexts such as globalised business, politics and classrooms. This book is essential reading for both academics and students.
Machine translation for everyone: Empowering users in the age of artificial intelligence
Language learning and translation have always been complementary pillars of multilingualism in the European Union. Both have been affected by the increasing availability of machine translation (MT): language learners now make use of free online MT to help them both understand and produce texts in a second language, but there are fears that uninformed use of the technology could undermine effective language learning. At the same time, MT is promoted as a technology that will change the face of professional translation, but the technical opacity of contemporary approaches, and the legal and ethical issues they raise, can make the participation of human translators in contemporary MT workflows ...
Advances in Data Analysis
This book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. Coverage details a broad range of methods from multivariate statistics, clustering and classification, visualization and scaling as well as from data and time series analysis. It provides new approaches for information retrieval and data mining and reports a host of challenging applications in various fields.
