Foundations of Intelligent Systems: 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings

Front Matter....Pages -
Community Detection by an Efficient Ant Colony Approach....Pages 1-9
Adaptive XML Stream Classification Using Partial Tree-Edit Distance....Pages 10-19
RILL: Algorithm for Learning Rules from Streaming Data with Concept Drift....Pages 20-29
Community Detection for Multiplex Social Networks Based on Relational Bayesian Networks....Pages 30-39
Mining Dense Regions from Vehicular Mobility in Streaming Setting....Pages 40-49
Mining Temporal Evolution of Entities in a Stream of Textual Documents....Pages 50-60
An Efficient Method for Community Detection Based on Formal Concept Analysis....Pages 61-72
On Interpreting Three-Way Decisions through Two-Way Decisions....Pages 73-82
FHM: Faster High-Utility Itemset Mining Using Estimated Utility Co-occurrence Pruning....Pages 83-92
Automatic Subclasses Estimation for a Better Classification with HNNP....Pages 93-102
A Large-Scale, Hybrid Approach for Recommending Pages Based on Previous User Click Pattern and Content....Pages 103-112
EverMiner Prototype Using LISp-Miner Control Language....Pages 113-122
Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data....Pages 123-132
Visual-Based Detection of Properties of Confirmation Measures....Pages 133-143
A Recursive Algorithm for Building Renovation in Smart Cities....Pages 144-153
Spike Sorting Based upon PCA over DWT Frequency Band Selection....Pages 154-163
Neural Network Implementation of a Mesoscale Meteorological Model....Pages 164-173
Spectral Machine Learning for Predicting Power Wheelchair Exercise Compliance....Pages 174-183
Mood Tracking of Radio Station Broadcasts....Pages 184-193
Evidential Combination Operators for Entrapment Prediction in Advanced Driver Assistance Systems....Pages 194-203
Influence of Feature Sets on Precision, Recall, and Accuracy of Identification of Musical Instruments in Audio Recordings....Pages 204-213
Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings....Pages 214-223
Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils....Pages 224-233
Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data....Pages 234-243
Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge....Pages 244-253
Mining Surgical Meta-actions Effects with Variable Diagnoses’ Number....Pages 254-263
A System for Computing Conceptual Pathways in Bio-medical Text Models....Pages 264-273
Putting Instance Matching to the Test: Is Instance Matching Ready for Reliable Data Linking?....Pages 274-284
Improving Personalization and Contextualization of Queries to Knowledge Bases Using Spreading Activation and Users’ Feedback....Pages 285-294
Plethoric Answers to Fuzzy Queries: A Reduction Method Based on Query Mining....Pages 295-304
Generating Description Logic ${\mathcal ALC}$ from Text in Natural Language....Pages 305-314
DBaaS-Expert: A Recommender for the Selection of the Right Cloud Database....Pages 315-324
Context-Aware Decision Support in Dynamic Environments: Methodology and Case Study....Pages 325-334
Unsupervised Aggregation of Categories for Document Labelling....Pages 335-344
Classification of Small Datasets: Why Using Class-Based Weighting Measures?....Pages 345-354
Improved Factorization of a Connectionist Language Model for Single-Pass Real-Time Speech Recognition....Pages 355-364
Automatic Extraction of Logical Web Lists....Pages 365-374
Combining Formal Logic and Machine Learning for Sentiment Analysis....Pages 375-384
Clustering View-Segmented Documents via Tensor Modeling....Pages 385-394
Searching XML Element Using Terms Propagation Method....Pages 395-404
AI Platform for Building University Research Knowledge Base....Pages 405-414
A Seed Based Method for Dictionary Translation....Pages 415-424
SAUText — A System for Analysis of Unstructured Textual Data....Pages 425-434
Evaluation of Path Based Methods for Conceptual Representation of the Text....Pages 435-444
Restructuring Dynamically Analytical Dashboards Based on Usage Profiles....Pages 445-455
Enhancing Traditional Data Warehousing Architectures with Real-Time Capabilities....Pages 456-465
Inference on Semantic Trajectory Data Warehouse Using an Ontological Approach....Pages 466-475
Combining Stream Processing Engines and Big Data Storages for Data Analysis....Pages 476-485
Representation and Evolution of User Profile in Information Retrieval Based on Bayesian Approach....Pages 486-492
Creating Polygon Models for Spatial Clusters....Pages 493-499
Skeleton Clustering by Autonomous Mobile Robots for Subtle Fall Risk Discovery....Pages 500-505
Sonar Method of Distinguishing Objects Based on Reflected Signal Specifics....Pages 506-511
Endowing Semantic Query Languages with Advanced Relaxation Capabilities....Pages 512-517
A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants....Pages 518-523
WBPL: An Open-Source Library for Predicting Web Surfing Behaviors....Pages 524-529
Data-Quality-Aware Skyline Queries....Pages 530-535
Neuroscience Rough Set Approach for Credit Analysis of Branchless Banking....Pages 536-541
Collective Inference for Handling Autocorrelation in Network Regression....Pages 542-547
On Predicting a Call Center’s Workload: A Discretization-Based Approach....Pages 548-553
Improved Approximation Guarantee for Max Sum Diversification with Parameterised Triangle Inequality....Pages 554-559
Learning Diagnostic Diagrams in Transport-Based Data-Collection Systems....Pages 560-566
Back Matter....Pages -