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 .