Technologies and Applications of Artificial Intelligence: 19th International Conference, TAAI 2014, Taipei, Taiwan, November 21-23, 2014, Proceedings (Lecture Notes in Computer Science, 8916)

This book constitutes the refereed proceedings of the 19th International Conference on Technologies and Applications of Artificial Intelligence, held in Taipei, Taiwan, in November 2014. The 23 revised full papers, 3 short papers, and 8 workshop papers presented at the international track of the conference were carefully reviewed and selected from overall 93 submissions to the international track, domestic track, and international workshops for inclusion in this volume. The papers feature original research results and practical development experiences among researchers and application developers from the many AI related areas including machine learning, data mining, statistics, computer vision, web intelligence, information retrieval, and computer games. Front Matter....Pages - Age and Gender Estimation Using Shifting and Re-scaling of Local Regions....Pages 1-13 Manipulating Information Providers Access to Information in Auctions....Pages 14-25 High-Efficiency Remote Cloud Data Center Backup with Intelligent Parameter Adaptation....Pages 26-35 An Interaction Pattern Kernel Approach for Protein-Protein Interaction Extraction from Biomedical Literature....Pages 36-46 Section Heading Recognition in Electronic Health Records Using Conditional Random Fields....Pages 47-55 Detecting Spam on Twitter via Message-Passing Based on Retweet-Relation....Pages 56-65 An Improved Multi-Objective Genetic Model for Stock Selection with Domain Knowledge....Pages 66-73 Bayesian Variable Selection for Multi-response Linear Regression....Pages 74-88 Mining Frequent Patterns with Multiple Item Support Thresholds in Tourism Information Databases....Pages 89-98 Bio-inspired Evolutionary Computing with Context-Awareness and Collective-Effect....Pages 99-113 Expert-Based Fusion Algorithm of an Ensemble of Anomaly Detection Algorithms....Pages 114-123 Painting Using Genetic Algorithm with Aesthetic Evaluation of Visual Quality....Pages 124-135 Solving PERT Problems Involving Type-2 Fuzzy Uncertainty: An Approach....Pages 136-144 Time Series Classification with Temporal Bag-of-Words Model....Pages 145-153 A Frame-Based Approach for Reference Metadata Extraction....Pages 154-163 Wonders of Seabed: Difficulty Evaluation of Management Games Using Neural Network....Pages 164-177 Semi-supervised Dimension Reduction with Kernel Sliced Inverse Regression....Pages 178-187 Identifying Transformative Research in Biomedical Sciences....Pages 188-197 A Weight-Sharing Gaussian Process Model Using Web-Based Information for Audience Rating Prediction....Pages 198-208 Adaptive Affinity Propagation Clustering in MapReduce Environment....Pages 209-218 HTNSystem: Hypertension Information Extraction System for Unstructured Clinical Notes....Pages 219-227 Monte-Carlo Tree Reductions for Stochastic Games....Pages 228-238 LAW: Link-AWare Source Selection for Virtually Integrating Linked Data....Pages 239-248 Hybridizing Infeasibility Driven and Constrained-Domination Principle with MOEA/D for Constrained Multiobjective Evolutionary Optimization....Pages 249-261 A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection....Pages 262-273 A Framework for Personalized Diet and Exercise Guideline Recommendation....Pages 274-283 A Robust Learning-Based Detection and Tracking Algorithm....Pages 284-295 A Digital Stereo Microscope Platform for Microsurgery Training....Pages 296-309 Generating Comprehension Questions Using Paraphrase....Pages 310-321 A Pragmatic Approach to Summarize Association Rules in Business Analytics Projects....Pages 322-333 Cross-Domain Opinion Word Identification with Query-By-Committee Active Learning....Pages 334-343 Classifying the TRIZ Contradiction Problem of the Patents Based on Engineering Parameters....Pages 344-353 A Robust Feature Matching Method for Robot Localization in a Dynamic Indoor Environment....Pages 354-365 Multi-Stage Temporal Difference Learning for 2048....Pages 366-378 A Hybrid System for Temporal Relation Extraction from Discharge Summaries....Pages 379-386 Tournament Selection Based Artificial Bee Colony Algorithm with Elitist Strategy....Pages 387-396 Back Matter....Pages -