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· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9783319157016
· 쪽수 : 648쪽
목차
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 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.