Second International Conference Shatin, N.T., Hong Kong, China, December 13-15, 2000. Proceedings
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Köp båda 2 för 1947 krProvides an insightful and practical introduction to crowdsourcing as a means of rapidly processing speech data Intended for those who want to get started in the domain and learn how to set up a task, what interfaces are available, how to assess t...
Asia Information Retrieval Symposium (AIRS) was established in 2004 by the Asian information retrieval community after the successful series of Information Retrieval with Asian Languages (IRAL) workshops held in six different locations in Asia, st...
Data Mining and Automated Learning.- Clustering by Similarity in an Auxiliary Space.- Analyses on the Generalised Lotto-Type Competitive Learning.- Extended K-means with an Efficient Estimation of the Number of Clusters.- An Interactive Approach to Building Classiffication Models by Clustering and Cluster Validation.- A New Distributed Algorithm for Large Data Clustering.- A NEW NONHIERARCHICAL CLUSTERING PROCEDURE FOR SYMBOLIC OBJECTS.- Quantization of Continuous Input Variables for Binary Classification.- Information-Based Classification by Aggregating Emerging Patterns.- Boosting the Margin Distribution.- Detecting a Compact Decision Tree Based on an Appropriate Abstraction.- A New Algorithm to Select Learning Examples from Learning Data.- Data Ranking Based on Spatial Partitioning.- Logical Decision Rules: Teaching C4.5 to Speak Prolog.- Visualisation of Temporal Interval Association Rules.- Lithofacies Characteristics Discovery from Well Log Data Using Association Rules.- Fuzzy Hydrocyclone Modelling for Particle Separation Using Fuzzy Rule Interpolation.- A Data-Driven Fuzzy Approach to Robot Navigation Among Moving Obstacles.- Best Harmony Learning.- Observational Learning with Modular Networks.- Finding Essential Attributes in Binary Data.- A Heuristic Optimal Reduct Algorithm.- A Note on Learning Automata Based Schemes for Adaptation of BP Parameters.- A Note on Covariances for Categorical Data.- A General Class of Neural Networks for Principal Component Analysis and Factor Analysis.- Generalised Canonical Correlation Analysis.- Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis.- Temporal Data Mining Using Multilevel-Local Polynomial Models.- First Experiments for Mining Sequential Patterns on Distributed Siteswith Multi-Agents.- Nonlinear and Noisy Time Series Prediction Using a Hybrid Nonlinear Neural Predictor.- Genetic Programming Prediction of Solar Activity.- Interpretation of the Richardson Plot in Time Series Representation.- Financial Engineering.- Wavelet Methods in PDE Valuation of Financial Derivatives.- Fast Algorithms for Computing Corporate Default Probabilities.- Variance-Penalized Reinforcement Learning for Risk-Averse Asset Allocation.- Applying Mutual Information to Adaptive Mixture Models.- Stability Analysis of Financial Ratios.- Modeling of the German Yield Curve by Error Correction Neural Networks.- Feature Selection for Support Vector Machines in Financial Time Series Forecasting.- ?-Descending Support Vector Machines for Financial Time Series Forecasting.- Classifying Market States with WARS.- Left Shoulder Detection in Korea Composite Stock Price Index Using an Auto-Associative Neural Network.- Intelligent Agents.- A Computational Framework for Convergent Agents.- Multi-agent Integer Programming.- Building an Ontology for Financial Investment.- A Multi-Agent Negotiation Algorithm for Load Balancing in CORBA-Based Environment.- Existence of Minority in Multi-Agent Systems using Voronoi Tessellation.- Combining Exploitation-Based and Exploration-Based Approach in Reinforcement Learning.- A Probabilistic Agent Approach to the Trafic Jam Problem.- Round-Table Architecture for Communication in Multi-agent Softbot Systems.- Mobile Agents for Reliable Migration in Networks.- Internet Applications.- A Construction of the Adapted Ontology Server in EC.- A Design and Implementation of Cyber Banking Process and Settlement System for Internet Commerce.- A Shopping Agent That Automatically Constructs Wrappers for Semi-Structured Online Vendors.- Real-timeWeb Data Mining and Visualisation.- Web Guide: Filtering and Constraining Site Browsing through Web Walker Techniques.- Topic Spotting on News Articles with Topic Repository by Controlled Indexing.- Validating the Behavior of Self-Interested Agents in an Information Market Scenario.- Discovering User Behavior Patterns in Personalized Interface Agents.- An Agent-Based Personalized Search on a Multi-se