Intelligent Information and Database Systems

7th Asian Conference, ACIIDS 2015, Bali, Indonesia, March 23-25, 2015, Proceedings, Part I

AvNgoc Thanh Nguyen,Bogdan Trawiński

Häftad, Engelska, 2015

Del i serien Lecture Notes in Computer Science

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Beskrivning

The two-volume proceedings of the ACIIDS 2015 conference, LNAI 9011 + 9012, constitutes the refereed proceedings of the 7th Asian Conference on Intelligent Information and Database Systems, held in Bali, Indonesia, in March 2015. collective intelligent systems for e-market trading, technology opportunity discovery and collaborative learning;

Produktinformation

Utgivningsdatum:2015-03-27
Mått:155 x 235 x 37 mm
Vikt:1 019 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:648
Förlag:Springer International Publishing AG
ISBN:9783319157016

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Semantic Web, Social Networks and Recommendation Systems.- Interactive Refinement of Linked Data: Toward a Crowdsourcing Approach.- Synthetic Evidential Study as Augmented Collective Thought Process – Preliminary Report.- Exploiting Ontological Reasoning in Argumentation Based Multi-agent Collaborative Classification.- Architecture of Desktop Presentation Tool for E-Learning Support and Problem of Visual Data Transfer Over Computer Network.- The Comparison of Creating Homogenous and Heterogeneous Collaborative Learning Groups in Intelligent Tutoring Systems.- Analyzing Music Metadata on Artist Influence.- How to Measure the Information Diffusion Process in Large Social Networks?.- A Method for Improving the Quality of Collective Knowledge.- Text Processing and Information Retrieval.- A Machine Translation System for Translating from the Polish Natural Language into the Sign Language.- Graph-Based Semi-supervised Learning for Cross-Lingual Sentiment Classification.-An Adaptation Method for Hierarchical User Profile in Personalized Document Retrieval Systems.- Distributed Web Service Retrieval Method.- Discovering Co-Author Relationship in Bibliographic Data Using Similarity Measures and Random Walk Model.- Intelligent Database Systems.- On Transformation of Query Scheduling Strategies in Distributed and Heterogeneous Database Systems.- An Approach of Transforming Ontologies into Relational Databases.- On Query Containment Problem for Conjunctive Queries Under Bag-Set Semantics.- A Belief-Based Bitemporal Database Model.- Architecture Dedicated to Data Integration.- Intelligent Information Systems.- Global Logistics Tracking and Tracing in Fleet Management.- Human Activity Recognition Prediction for Crowd Disaster Mitigation.- Frequencies Assignment in Cellular Networks: Maximum Stable Approach.- Monitoring Lane Formation of Pedestrians: Emergence and Entropy.- Comparison of Algorithms for Multi-agent Pathfinding in Crowded Environment.- A Sensor-Based Light Signal Controller.- Experimental Investigation of Impact of Migration Topologies on Performance of Cooperative Approach to the Vehicle Routing Problem.- Decision Support and Control Systems.- Modelling a Robotic Cell and Analysis Its Throughput by Petri Nets.- Algorithm to Plan Athlete’s Prolonged Training Based on Model of Physiological Response.- On a Simple Game Theoretical Equivalence of Voting Majority Games with Vetoes of First and Second Degrees.- Positivity and Stability of Time-Varying Discrete-Time Linear Systems.- Controllability of Discrete-Time Linear Switched Systems with Constrains on Switching Signal.- Trajectory Controllability of Semilinear Systems with Delay.- Machine Learning and Data Mining.- A New Pairing Support Vector Regression.- Diversification and EntropyImprovement on the DPSO Algorithm for DTSP.- Application of Integrated Neural Network and Nature-Inspired Approach to Demand Prediction.- Detecting Entanglement in Quantum Systems with Artificial Neural Network.- Discovering Erasable Closed Patterns.- RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique.- Interval Type-2 Fuzzy C-Means Clustering with Spatial Information for Land-Cover Classification.- Mining ICDDR,B Hospital Surveillance Data Using Locally Linear Embedding Based SMOTE Algorithm and Multilayer Perceptron.- Potentials of Hyper Populated Ant Colonies.- The Selected Metaheuristics Efficacy Assessment for a Given Class of Problems.- Adaptive Complex Event Processing Based on Collaborative Rule Mining Engine.- Adaptive Neuro Fuzzy Inference System for Diagnosing Dengue Hemorrhagic Fever.- Multiple Model Approach to Machine Learning (MMAML 2015).- Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails.-Application of Parallel Distributed Implementation to Multiobjective Fuzzy Genetics-Based Machine Learning.- A Method for Merging Similar Zones to Improve Intelligent Models for Real Estate Appraisal.- Pruning Ensembles of One-Class Classifiers with X-means Clustering.- Static Classifier Selection with Interval Weights of Base Classifiers.- Pruning Ensembles with Cost Constraints.- Kernel-based Regularized Learning for Time-Invariant Detection of Paddy Growth Stages from MODIS Data.- Data Classification with Ensembles of One-Class Support Vector Machines and Sparse Nonnegative Matrix Factorization.- Truck Loading Schedule Optimization Using Genetic Algorithm for Yard Management.- Innovations in Intelligent Systems and Applications A New Fuzzy Interpolative Reasoning Method Based on the Ratio of Fuzziness of Rough-Fuzzy Sets.- The Cooperation Mechanism of Multi-agent systems with Respect to Big Data from Customer Relationship Management Aspect.- An Intelligence Maximum Power Point Tracking Controller for Human Power System.-Rainfall Estimation in Weather Radar Using Support Vector Machine.- Explicitly Epistemic Contraction by Predicate Abstraction in Automated Theorem Finding: A Case Study in NBG Set Theory.- Mining Sequential Patterns with Pattern Constraint.- An Intelligent Saliva Recognition System for Women’s Ovulation Detection.- A Hybrid Predicting Stock Return Model Based on Logistic Stepwise Regression and CART Algorithm.- A Bidirectional Transformation Supporting Tool for Formalization with Logical Formulas.Interactive Refinement of Linked Data: Toward a Crowdsourcing Approach.- Synthetic Evidential Study as Augmented Collective Thought Process – Preliminary Report.- Exploiting Ontological Reasoning in Argumentation Based Multi-agent Collaborative Classification.- Architecture of Desktop Presentation Tool for E-Learning Support and Problem of Visual Data Transfer Over Computer Network.- The Comparison of Creating Homogenous and Heterogeneous Collaborative Learning Groups in Intelligent Tutoring Systems.-Analyzing Music Metadata on Artist Influence.- How to Measure the Information Diffusion Process in Large Social Networks?.- A Method for Improving the Quality of Collective Knowledge.- Text Processing and Information Retrieval.- A Machine Translation System for Translating from the Polish Natural Language into the Sign Language.- Graph-Based Semi-supervised Learning for Cross-Lingual Sentiment Classification.- An Adaptation Method for Hierarchical User Profile in Personalized Document Retrieval Systems.- Distributed Web Service Retrieval Method.- Discovering Co-Author Relationship in Bibliographic Data Using Similarity Measures and Random Walk Model.- Intelligent Database Systems.- On Transformation of Query Scheduling Strategies in Distributed and Heterogeneous Database Systems.- An Approach of Transforming Ontologies into Relational Databases.- On Query Containment Problem for Conjunctive Queries Under Bag-Set Semantics.-A Belief-Based Bitemporal Database Model.- Architecture Dedicated to Data Integration.- Intelligent Information Systems.- Global Logistics Tracking and Tracing in Fleet Management.- Human Activity Recognition Prediction for Crowd Disaster Mitigation.- Frequencies Assignment in Cellular Networks: Maximum Stable Approach.- Monitoring Lane Formation of Pedestrians: Emergence and Entropy.- Comparison of Algorithms for Multi-agent Pathfinding in Crowded Environment.- A Sensor-Based Light Signal Controller.- Experimental Investigation of Impact of Migration Topologies on Performance of Cooperative Approach to the Vehicle Routing Problem.- Decision Support and Control Systems.- Modelling a Robotic Cell and Analysis Its Throughput by Petri Nets.- Algorithm to Plan Athlete’s Prolonged Training Based on Model of Physiological Response.- On a Simple Game Theoretical Equivalence of Voting Majority Gameswith Vetoes of First and Second Degrees.- Positivity and Stability of Time-Varying Discrete-Time Linear Systems.- Controllability of Discrete-Time Linear Switched Systems with Constrains on Switching Signal.- Trajectory Controllability of Semilinear Systems with Delay.- Machine Learning and Data Mining.- A New Pairing Support Vector Regression.- Diversification and Entropy Improvement on the DPSO Algorithm for DTSP.- Application of Integrated Neural Network and Nature-Inspired Approach to Demand Prediction.- Detecting Entanglement in Quantum Systems with Artificial Neural Network.- Discovering Erasable Closed Patterns.- RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique.- Interval Type-2 Fuzzy C-Means Clustering with Spatial Information for Land-Cover Classification.- Mining ICDDR,B Hospital Surveillance Data Using Locally Linear Embedding Based SMOTE Algorithm and Multilayer Perceptron.-Potentials of Hyper Populated Ant Colonies.- The Selected Metaheuristics Efficacy Assessment for a Given Class of Problems.- Adaptive Complex Event Processing Based on Collaborative Rule Mining Engine.- Adaptive Neuro Fuzzy Inference System for Diagnosing Dengue Hemorrhagic Fever.- Multiple Model Approach to Machine Learning (MMAML 2015).- Adaptive Ant Colony Decision Forest in Automatic Categorization of Emails.- Application of Parallel Distributed Implementation to Multiobjective Fuzzy Genetics-Based Machine Learning.- A Method for Merging Similar Zones to Improve Intelligent Models for Real Estate Appraisal.- Pruning Ensembles of One-Class Classifiers with X-means Clustering.- Static Classifier Selection with Interval Weights of Base Classifiers.- Pruning Ensembles with Cost Constraints.- Kernel-based Regularized Learning for Time-Invariant Detection of Paddy Growth Stages from MODIS Data.- Data Classification with Ensembles of One-Class Support Vector Machines and Sparse Nonnegative Matrix Factorization.- Truck Loading Schedule Optimization Using Genetic Algorithm for Yard Management.- Innovations in Intelligent Systems and Applications A New Fuzzy Interpolative Reasoning Method Based on the Ratio of Fuzziness of Rough-Fuzzy Sets.- The Cooperation Mechanism of Multi-agent systems with Respect to Big Data from Customer Relationship Management Aspect.- An Intelligence Maximum Power Point Tracking Controller for Human Power System.- Rainfall Estimation in Weather Radar Using Support Vector Machine.- Explicitly Epistemic Contraction by Predicate Abstraction in Automated Theorem Finding: A Case Study in NBG Set Theory.- Mining Sequential Patterns with Pattern Constraint.- An Intelligent Saliva Recognition System for Women’s Ovulation Detection.- A Hybrid Predicting Stock Return Model Based on Logistic Stepwise Regression and CART Algorithm.- A Bidirectional Transformation Supporting Tool for Formalization with Logical Formulas.