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Session 1 Data Mining and Knowledge Discovery |
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Guided Rule Discovery in XCS for High-Dimensional Classification Problems |
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1 | (10) |
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Motif-Based Method for Initialization the K-Means Clustering for Time Series Data |
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11 | (10) |
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Semi-Supervised Classification Using Tree-Based Self-Organizing Maps |
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21 | (10) |
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The Discovery and Use of Ordinal Information on Attribute Values in Classifier Learning |
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31 | (10) |
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Beyond Trees: Adopting MITI to Learn Rules and Ensemble Classifiers for Multi-Instance Data |
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41 | (10) |
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Automatically Measuring the Quality of User Generated Content in Forums |
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51 | (10) |
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Genetically Enhanced Feature Selection of Discriminative Planetary Crater Image Features |
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61 | (11) |
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Penalized Least Squares for Smoothing Financial Time Series |
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72 | (10) |
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Logistic Regression with the Nonnegative Garrote |
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82 | (10) |
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Identification of Breast Cancer Subtypes Using Multiple Gene Expression Microarray Datasets |
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92 | (10) |
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Combining Instantaneous and Time-Delayed Interactions between Genes - A Two Phase Algorithm Based on Information Theory |
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102 | (10) |
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A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps |
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112 | (10) |
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Distribution Based Data Filtering for Financial Time Series Forecasting |
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122 | (10) |
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Sequential Feature Selection for Classification |
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132 | (10) |
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Long-Tail Recommendation Based on Reflective Indexing |
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142 | (10) |
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Author Name Disambiguation for Ranking and Clustering PubMed Data Using NetClus |
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152 | (10) |
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Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management |
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162 | (10) |
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Distance-Based Feature Selection on Classification of Uncertain Objects |
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172 | (10) |
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Session 2 Machine Learning |
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Closure Spaces of Isotone Galois Connections and Their Morphisms |
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182 | (10) |
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Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data |
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192 | (11) |
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Compiling Bayesian Networks for Parameter Learning Based on Shared BDDs |
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203 | (10) |
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An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution |
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213 | (10) |
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A Simple Bayesian Algorithm for Feature Ranking in High Dimensional Regression Problems |
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223 | (8) |
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Semi-random Model Tree Ensembles: An Effective and Scalable Regression Method |
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231 | (10) |
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Supervised Subspace Learning with Multi-class Lagrangian SVM on the Grassmann Manifold |
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241 | (10) |
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Bagging Ensemble Selection |
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251 | (10) |
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Augmented Spatial Pooling |
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261 | (10) |
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Session 3 Evolutionary Computation and Optimization |
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An Analysis of Sub-swarms in Multi-swarm Systems |
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271 | (10) |
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A Simple Strategy to Maintain Diversity and Reduce Crowding in Particle Swarm Optimization |
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281 | (10) |
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Weighted Preferences in Evolutionary Multi-objective Optimization |
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291 | (10) |
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Genetic Programming for Edge Detection Based on Accuracy of Each Training Image |
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301 | (10) |
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Improving Robustness of Multiple-Objective Genetic Programming for Object Detection |
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311 | (10) |
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DE/isolated/1: A New Mutation Operator for Multimodal Optimization with Differential Evolution |
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321 | (10) |
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The Effects of Diversity Maintenance on Coevolution for an Intransitive Numbers Problem |
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331 | (10) |
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Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming |
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341 | (10) |
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Asymmetric Pareto-adaptive Scheme for Multiobjective Optimization |
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351 | (10) |
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Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function |
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361 | (11) |
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Simplex Model Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization |
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372 | (10) |
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Color Quantization Using Modified Artificial Fish Swarm Algorithm |
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382 | (10) |
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Elyas Mohamadzadeh Kosari |
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Session 4 Intelligent Agent Systems |
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Coordinated Learning for Loosely Coupled Agents with Sparse Interactions |
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392 | (10) |
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TATM: A Trust Mechanism for Social Traders in Double Auctions |
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402 | (10) |
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Sequential Single-Cluster Auctions for Robot Task Allocation |
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412 | (10) |
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Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation |
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422 | (10) |
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Is Revision a Special Kind of Update? |
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432 | (10) |
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A Parallel, Multi-issue Negotiation Model in Dynamic E-Markets |
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442 | (10) |
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Parallel Monte Carlo Tree Search Scalability Discussion |
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452 | (10) |
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How Questions Guide Choices: A Preliminary Logical Investigation |
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462 | (10) |
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Session 5 Logic and Reasoning |
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A Defeasible Logic for Clauses |
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472 | (9) |
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Applying Multiple Classification Ripple Round Rules to a Complex Configuration Task |
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481 | (10) |
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Semantic Foundation for Preferential Description Logics |
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491 | (10) |
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From Approximate Clausal Reasoning to Problem Hardness |
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501 | (10) |
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A Logic for Knowledge Flow in Social Networks |
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511 | (10) |
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Session 6 Vision and Graphics |
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Object Detection by Admissible Region Search |
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521 | (10) |
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Structured Light-Based Shape Measurement System of Human Body |
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531 | (9) |
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Fast Sub-window Search with Square Shape |
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540 | (10) |
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Binocular Structured Light Stereo Matching Approach for Dense Facial Disparity Map |
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550 | (10) |
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Fast Object Detection with Foveated Imaging and Virtual Saccades on Resource Limited Robots |
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560 | (10) |
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Fast Multi-view Graph Kernels for Object Classification |
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570 | (10) |
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Session 7 Image Processing |
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Image Feature Selection Based on Ant Colony Optimization |
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580 | (10) |
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Realistic Smile Expression Recognition Using Biologically Inspired Features |
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590 | (10) |
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Learning Colours from Textures by Sparse Manifold Embedding |
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600 | (9) |
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Investigating Particle Swarm Optimisation Topologies for Edge Detection in Noisy Images |
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609 | (10) |
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Adaptive Binarization Method for Enhancing Ancient Malay Manuscript Images |
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619 | (9) |
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Siti Norul Huda Sheikh Abdullah |
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Session 8 Natural Language Processing |
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A New Approach to Use Concepts Definitions for Semantic Relatedness Measurement |
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628 | (10) |
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Using a Lexical Dictionary and a Folksonomy to Automatically Construct Domain Ontologies |
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638 | (10) |
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Generality Evaluation of Automatically Generated Knowledge for the Japanese ConceptNet |
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648 | (10) |
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Processing Coordinated Structures in PENG Light |
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658 | (10) |
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A Malay Stemmer for Jawi Characters |
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668 | (9) |
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Session 9 Cognitive Modeling and Simulation Technology |
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Executability in the Situation Calculus |
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677 | (10) |
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Birdsong Acquisition Model by Sexual Selection Focused on Habitat Density |
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687 | (10) |
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Speeding Up Bipartite Graph Visualization Method |
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697 | (10) |
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Enhancement of Learning Experience Using Skill-Challenge Balancing Approach |
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707 | (10) |
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A Divide-and-Conquer Tabu Search Approach for Online Test Paper Generation |
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717 | (10) |
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On the Interactions of Awareness and Certainty |
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727 | (12) |
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On the Implementation of a Theory of Perceptual Mapping |
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739 | (10) |
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Session 10 AI Applications |
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Robotic Communications and Surveillance -- The DARPA LANdroids Program |
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749 | (10) |
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Data Extraction for Search Engine Using Safe Matching |
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759 | (10) |
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Automatic Static Feature Generation for Compiler Optimization Problems |
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769 | (10) |
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Multi-objective Optimisation of Power Restoration in Electricity Distribution Systems |
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779 | (10) |
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Reasoning over OWL/SWRL Ontologies under CWA and UNA for Industrial Applications |
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789 | (10) |
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Tracking the Preferences of Users Using Weak Estimators |
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799 | (10) |
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Dynamic Auction for Efficient Competitive Equilibrium under Price Rigidities |
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809 | (10) |
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| Author Index |
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819 | |
