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16th IDEAL 2015: Wroclaw, Poland
- Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2015 - 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings. Lecture Notes in Computer Science 9375, Springer 2015, ISBN 978-3-319-24833-2 - Radoslaw Z. Ziembinski
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Data Streams Fusion by Frequent Correlations Mining. 1-8 - Gjorgji Madjarov
Web Genre Classification via Hierarchical Multi-label Classification. 9-17 - Manuel Graña, Borja Fernández-Gauna
Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals. 18-25 - Frank Höppner:
Optimal Filtering for Time Series Classification. 26-35 - Alberto Fernández, María José del Jesus
Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection. 36-44 - Bartosz Krawczyk, Michal Wozniak
Cost-Sensitive Neural Network with ROC-Based Moving Threshold for Imbalanced Classification. 45-52 - Sergio González, Francisco Herrera, Salvador García
Managing Monotonicity in Classification by a Pruned Random Forest. 53-60 - Paulina Baczynska, Robert Burduk:
Ensemble Selection Based on Discriminant Functions in Binary Classification Task. 61-68 - Pawel Trajdos
An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix. 69-76 - Leandro Antonio Pasa
Fusion of Self-Organizing Maps with Different Sizes. 77-86 - Alexandre Szabo, Myriam Regattieri Delgado, Leandro Nunes de Castro
A Particle Swarm Clustering Algorithm with Fuzzy Weighted Step Sizes. 87-95 - Danilo Souza da Cunha, Rafael Silveira Xavier, Leandro Nunes de Castro
A Bacterial Colony Algorithm for Association Rule Mining. 96-103 - Dariusz Jacek Jakóbczak
Information Retrieval and Data Forecasting via Probabilistic Nodes Combination. 104-112 - Abdelwaheb Ferchichi, Mohamed Salah Gouider, Lamjed Ben Said
EVIDIST: A Similarity Measure for Uncertain Data Streams. 113-120 - Marcin Relich
Knowledge Discovery in Enterprise Databases for Forecasting New Product Success. 121-129 - Dariusz Puchala
Effective Realizations of Biorthogonal Wavelet Transforms of Lengths 2K + 1/2K - 1 with Lattice Structures on GPU and CPU. 130-137 - Juan L. Domínguez-Olmedo
Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery. 138-145 - Paulo J. L. Adeodato
Variable Transformation for Granularity Change in Hierarchical Databases in Actual Data Mining Solutions. 146-155 - Imen Brahmi, Hanen Brahmi:
OMAIDS: A Multi-agents Intrusion Detection System Based Ontology. 156-163 - Izabela Rejer, Pawel Górski:
ICA for Detecting Artifacts in a Few Channel BCI. 164-171 - César Lincoln C. Mattos, José Daniel A. Santos, Guilherme A. Barreto
An Empirical Evaluation of Robust Gaussian Process Models for System Identification. 172-180 - Slawomir Klos
Throughput Analysis of Automatic Production Lines Based on Simulation Methods. 181-190 - José Daniel A. Santos, Guilherme A. Barreto
A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems. 191-198 - Anna M. Bartkowiak, Radoslaw Zimroz
NMF and PCA as Applied to Gearbox Fault Data. 199-206 - Dariusz Frejlichowski, Katarzyna Gosciewska
Application of Cascades of Classifiers in the Vehicle Detection Scenario for the 'SM4Public' System. 207-215 - Anna Burduk, Mieczyslaw Jagodzinski
Assessment of Production System Stability with the Use of the FMEA Analysis and Simulation Models. 216-223 - Fredy H. Martínez
Study of Collective Robotic Tasks Based on the Behavioral Model of the Agent. 224-231 - Omar Espinosa, Luisa Castañeda, Fredy H. Martínez
Minimalist Artificial Eye for Autonomous Robots and Path Planning. 232-238 - Edwar Jacinto, Holman Montiel
15 DOF Robotic Hand Fuzzy-Sliding Control for Grasping Tasks. 239-247 - Wojciech Kacalak
Intelligent Automated Design of Machine Components Using Antipatterns. 248-255 - Grzegorz Klosowski
Application of Fuzzy Logic Controller for Machine Load Balancing in Discrete Manufacturing System. 256-263 - Damian Krenczyk
Data-Driven Simulation Model Generation for ERP and DES Systems Integration. 264-272 - Krzysztof Michalak
Improving the NSGA-II Performance with an External Population. 273-280 - Krzysztof Michalak
Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem. 281-289 - Miroslaw Klinkowski
A Simulated Annealing Heuristic for a Branch and Price-Based Routing and Spectrum Allocation Algorithm in Elastic Optical Networks. 290-299 - Pawel Sitek
A Hybrid Programming Framework for Resource-Constrained Scheduling Problems. 300-308 - Róza Goscien:
Tabu Search Algorithm for Routing and Spectrum Allocation of Multicast Demands in Elastic Optical Networks. 309-317 - Piotr Nagly, Krzysztof Walkowiak
Simulated Annealing Algorithm for Minimization of Bandwidth Fragmentation in Elastic Optical Networks with Multicast and Unicast Flows. 318-327 - Michal Przewozniczek
Multi Population Pattern Searching Algorithm for Solving Routing Spectrum Allocation with Joint Unicast and Anycast Problem in Elastic Optical Networks. 328-339 - Virginia Yannibelli, Analía Amandi:
Hybrid Evolutionary Algorithm with Adaptive Crossover, Mutation and Simulated Annealing Processes to Project Scheduling. 340-351 - Rafal Moscinski, Danuta Zakrzewska
Building an Efficient Evolutionary Algorithm for Forex Market Predictions. 352-360 - Marcin Markowski:
Tabu-Search Algorithm for Optimization of Elastic Optical Network Based Distributed Computing Systems. 361-369 - Shireen Mohd Zaki, Hujun Yin:
Multi-manifold Approach to Multi-view Face Recognition. 370-377 - Bojan Kolosnjaji, Claudia Eckert:
Neural Network-Based User-Independent Physical Activity Recognition for Mobile Devices. 378-386 - Maciej Grzenda:
Reduction of Signal Strength Data for Fingerprinting-Based Indoor Positioning. 387-394 - Orcan Alpar
Pattern Password Authentication Based on Touching Location. 395-403 - Turki Turki
A New Approach to Link Prediction in Gene Regulatory Networks. 404-415 - Nicoletta Dessì, Barbara Pes
On Stability of Ensemble Gene Selection. 416-423 - Sidra Minhas, Aasia Khanum, Farhan Riaz, Atif Alvi, Shoab Ahmad Khan:
Early Alzheimer's Disease Prediction in Machine Learning Setup: Empirical Analysis with Missing Value Computation. 424-432 - Sidra Naeem, Farhan Riaz, Ali Hassan
Description of Visual Content in Dermoscopy Images Using Joint Histogram of Multiresolution Local Binary Patterns and Local Contrast. 433-440 - Víctor Rodríguez-Fernández, Antonio González-Pardo
Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment. 441-448 - Yicun Ouyang, Hujun Yin:
Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network. 449-456 - Rawia Frikha, Ridha Ejbali
Natural Gesture Based Interaction with Virtual Heart in Augmented Reality. 457-465 - Zeyan Zhao, Khurshid Ahmad
Qualitative and Quantitative Sentiment Proxies: Interaction Between Markets. 466-474 - Stephen Kelly, Khurshid Ahmad
Propagating Disaster Warnings on Social and Digital Media. 475-484 - Gustavo Furquim
A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil. 485-492 - Carlos Porcel, María Jesús Lizarte, Juan Bernabé-Moreno, Enrique Herrera-Viedma:
A Learning Web Platform Based on a Fuzzy Linguistic Recommender System to Help Students to Learn Recommendation Techniques. 493-500 - Dragan Simic
Comparison of Clustering Methods in Cotton Textile Industry. 501-508 - Luepol Pipanmaekaporn, Suwatchai Kamonsantiroj:
A Belief Function Reasoning Approach to Web User Profiling. 509-516 - Halima Mhamdi
The Belief Theory for Emotion Recognition. 517-526 - Ali Hassan
Using a Portable Device for Online Single-Trial MRCP Detection and Classification. 527-534 - Stephen Kelly, Khurshid Ahmad
The Impact of News Media and Affect in Financial Markets. 535-540 - Leszek J. Chmielewski
Clusterization of Indices and Assets in the Stock Market. 541-550 - Jason A. Cook, Khurshid Ahmad
Behaviour and Markets: The Interaction Between Sentiment Analysis and Ethical Values? 551-558
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