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Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution |
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1 | (10) |
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A New Tool for the Modeling of AI and Machine Learning Applications: Random Walk-Jump Processes |
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11 | (11) |
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Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces |
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22 | (8) |
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Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches (Abstract) |
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30 | (1) |
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Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust (Abstract) |
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31 | (1) |
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A Genetic Algorithm Applied to a Main Sequence Stellar Model |
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32 | (11) |
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Gabriela de Oliveira Penna Tavares |
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Marco Aurelio Cavalcanti Pacheco |
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Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game |
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43 | (8) |
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Evaluation of Network Survivability Considering Degree of Separation |
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51 | (8) |
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Fuzzy Control of Trade-off between Exploration and Exploitation Properties of Evolutionary Algorithms |
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59 | (8) |
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Hybridization of Evolutionary Algorithm with Yule Walker Method to Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics |
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67 | (8) |
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Automatic Identification Approach for Sea Surface Bubbles Detection |
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75 | (8) |
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The Application of Artificial Intelligence Hybrid in Traffic Flow |
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83 | (8) |
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Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering -- An approach |
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91 | (8) |
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Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution |
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99 | (8) |
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On-Line Valuation of Residential Premises with Evolving Fuzzy Models |
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107 | (9) |
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Investigation of Genetic Algorithms with Self-adaptive Crossover, Mutation, and Selection |
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116 | (8) |
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Hybrid Multi-agent System for Knowledge Management in Distributed Control System |
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124 | (8) |
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SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients |
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132 | (8) |
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An Intelligent Automated Recognition System of Abnormal Structures in WCE Images |
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140 | (8) |
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Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning |
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148 | (8) |
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Risk Estimation for Hierarchical Classifier |
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156 | (8) |
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Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection |
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164 | (8) |
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A Parallel Genetic Programming Algorithm for Classification |
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172 | (10) |
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Evolutionary Algorithm for P2P Multicasting Network Design Problem |
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182 | (8) |
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A Focused Wave Front Algorithm for Mobile Robot Path Planning |
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190 | (8) |
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Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm |
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198 | (8) |
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Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms |
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206 | (8) |
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Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques |
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214 | (8) |
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A Hybrid System with Regression Trees in Steel-Making Process |
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222 | (9) |
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Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management |
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231 | (8) |
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An Evidential Fusion Architecture for People Surveillance in Wide Open Areas |
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239 | (8) |
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Artificial Neural Networks Application in Software Testing Selection Method |
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247 | (8) |
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Combining OWL Ontology and Schema Annotations in Metadata Management |
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255 | (8) |
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Benchmarking IBHM Method Using NN3 Competition Dataset |
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263 | (8) |
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Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network |
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271 | (9) |
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Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems |
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280 | (8) |
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Controlling the Prediction Accuracy by Adjusting the Abstraction Levels |
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288 | (8) |
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Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models |
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296 | (9) |
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Analysis of Face Gestures for Human-Computer Interaction |
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305 | (8) |
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Assessing Safety of Object Pushing Using the Principle of Reversibility |
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313 | (8) |
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Class Prediction in Microarray Studies Based on Activation of Pathways |
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321 | (8) |
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A Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine |
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329 | (9) |
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Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace |
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338 | (9) |
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An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks |
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347 | (9) |
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Marcus Vinicius de S. Lemos |
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Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties |
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356 | (8) |
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Lidia Jackowska-Strumillo |
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An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems |
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364 | (8) |
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An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU |
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372 | (8) |
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Collaborative Community Detection in Complex Networks |
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380 | (8) |
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388 | (8) |
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An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support |
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396 | (8) |
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Finger Vein Pattern Extraction Algorithm |
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404 | (8) |
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An Exploratory Research on Text-Independent Speaker Recognition |
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412 | (8) |
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Towards Automatic Image Annotation Supporting Document Understanding |
|
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420 | (8) |
|
Urszula Markowska-Kaczmar |
|
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A Computational Assessment of a Blood Vessel's Compliance: A Procedure Based on Computed Tomography Coronary Angiography |
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|
428 | (8) |
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Visual System for Drivers' Eye Recognition |
|
|
436 | (8) |
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A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks |
|
|
444 | (8) |
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|
Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data |
|
|
452 | (8) |
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Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer |
|
|
460 | (9) |
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| Author Index |
|
469 | |
Lisainfo e-raamatute kohta