| This book constitutes the refereed proceedings of the First International Conference on Advanced Data Mining and Applications, ADMA 2005, held in Wuhan, China in July 2005. The conference was focused on sophisticated techniques and tools that can handle new fields of data mining, e.g. spatial data mining, biomedical data mining, and mining on high-speed and time-variant data streams; an expansion of data mining to new applications is also strived for. The 25 revised full papers and 75 revised short papers presented were carefully peer-reviewed and selected from over 600 submissions. The papers are organized in topical sections on association rules, classification, clustering, novel algorithms, text mining, multimedia mining, sequential data mining and time series mining, web mining, biomedical mining, advanced applications, security and privacy issues, spatial data mining, and streaming data mining. |
| Keynote Paper The Seduced Speaker: Modeling of Cognitive Control Regular Papers Generating Intensional Answers in Intelligent Question Answering Farah Benamara Salience-Driven Text Planning . Finetuning NLG Through Experiments with Human Subjects: The Case of Vague Descriptions Indirect Supervised Learning of Content Selection Logic Generating Referring Expressions Using Perceptual Groups The Use of a Structural N-gram Language Model in Generation-Heavy On Referring to Sets of Objects Naturally An ATMS Approach to Systemic Sentence Generation A Corpus-Based Methodology for Evaluating Metrics of Coherence for Classification-Based Generation Using TAG Resolving Structural Ambiguity in Generated Speech A Framework for Stylistically Controlled Generation SEGUE: A Hybrid Case-Based Surface Natural Language Generator Modelling Politeness in Natural Language Generation Context-Based Incremental Generation for Dialogue Contextual Influences on Near-Synonym Choice Overgenerating Referring Expressions Involving Relations and Booleans.. Reining in CCG Chart Realization Student Papers Categorization of Narrative Semantics for Use in Generative Multidocument Summarization Corpus-Based Planning of Deictic Gestures in COMIC Hybrid NLG in a Generic Dialog System Two Kinds of Alternative Sets and a Marking Principle - When to Say Also Author Index |
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