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ORCIDRSEISP 2014: Granada and Madrid, Spain
- Marzena Kryszkiewicz, Chris Cornelis, Davide Ciucci
, Jesús Medina-Moreno, Hiroshi Motoda, Zbigniew W. Ras:
Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings. Lecture Notes in Computer Science 8537, Springer 2014, ISBN 978-3-319-08728-3
Plenary Lecture and Tutorial Papers
- Jerzy Stefanowski:
The Impact of Local Data Characteristics on Learning from Imbalanced Data. 1-13 - Piero Pagliani:
The Relational Construction of Conceptual Patterns - Tools, Implementation and Theory. 14-27 - Jakub Wroblewski, Sebastian Stawicki:
SQL-Based KDD with Infobright's RDBMS: Attributes, Reducts, Trees. 28-41
Foundations of Rough Set Theory
- Zoltán Erno Csajbók, Tamás Mihálydeák:
From Vagueness to Rough Sets in Partial Approximation Spaces. 42-52 - Andrzej Janusz, Dominik Slezak:
Random Probes in Computation and Assessment of Approximate Reducts. 53-64 - Sinh Hoa Nguyen, Hung Son Nguyen:
Applications of Boolean Kernels in Rough Sets. 65-76 - Roman W. Slowinski, Milosz Kadzinski, Salvatore Greco:
Robust Ordinal Regression for Dominance-Based Rough Set Approach under Uncertainty. 77-87 - Guoyin Wang, Xi'ao Ma, Hong Yu:
Monotonic Uncertainty Measures in Probabilistic Rough Set Model. 88-98 - Sebastian Widz, Dominik Slezak:
Attribute Subset Quality Functions over a Universe of Weighted Objects. 99-110 - Yiyu Yao, Mengjun Hu:
A Definition of Structured Rough Set Approximations. 111-122
Granular Computing and Covering-Based Rough Sets
- Andrzej Jankowski, Andrzej Skowron, Roman W. Swiniarski:
Interactive Computations on Complex Granules. 123-134 - Tong-Jun Li, Xing-Xing Zhao, Wei-Zhi Wu:
Formulation and Simplification of Multi-Granulation Covering Rough Sets. 135-142 - Mauricio Restrepo, Jonatan Gómez:
Covering Based Rough Sets and Relation Based Rough Sets. 143-152
Applications of Rough Sets
- Jerzy Blaszczynski, Lukasz Palkowski, Andrzej Skrzypczak, Jan Blaszczak, Alicja Nowaczyk, Roman Slowinski, Jerzy Krysinski:
A Rough Set Approach to Novel Compounds Activity Prediction Based on Surface Active Properties and Molecular Descriptors. 153-160 - Deborah Galpert Cañizares, Reinier Millo Sánchez, María Matilde García Lorenzo, Gladys Casas Cardoso, Ricardo Grau Ábalo, Leticia Arco García:
Rough Sets in Ortholog Gene Detection - Selection of Feature Subsets and Case Reduction Considering Imbalance. 161-168 - Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello:
Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making. 169-178 - Kao-Yi Shen, Gwo-Hshiung Tzeng:
Decision Rules-Based Probabilistic MCDM Evaluation Method - An Empirical Case from Semiconductor Industry. 179-190
Induction of Decision Rules - Theory and Practice
- Fawaz Alsolami, Mohammad Azad, Igor Chikalov, Mikhail Moshkov:
Decision Rule Classifiers for Multi-label Decision Tables. 191-197 - Yuichi Kato, Tetsuro Saeki, Shoutarou Mizuno:
Considerations on Rule Induction Procedures by STRIM and Their Relationship to VPRS. 198-208 - Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk:
Generating Core in Rough Set Theory: Design and Implementation on FPGA. 209-216 - Urszula Stanczyk:
Attribute Ranking Driven Filtering of Decision Rules. 217-224 - Shusaku Tsumoto, Shoji Hirano:
Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme. 225-236 - Beata Zielosko:
Optimization of Decision Rules Relative to Coverage - Comparative Study. 237-247
Knowledge Discovery
- Santiago González, Antonio Gracia Berná, Pilar Herrero, Nazareth P. Castellanos, Nuria Paul:
MedVir: An Interactive Representation System of Multidimensional Medical Data Applied to Traumatic Brain Injury's Rehabilitation Prediction. 248-257 - Marek Kozlowski, Henryk Rybinski:
SnS: A Novel Word Sense Induction Method. 258-268 - Fábio Miranda, Tiago Cabral Ferreira, João Paulo Pimentão, Pedro A. C. Sousa:
Review on Context Classification in Robotics. 269-276 - Li-Shiang Tsay:
Interestingness Measures for Actionable Patterns. 277-284 - Marta E. Zorrilla, Diego García-Saiz:
Meta-learning: Can It Be Suitable to Automatise the KDD Process for the Educational Domain? 285-292
Spatial Data Analysis and Spatial Databases
- Robert Bembenik, Aneta Ruszczyk, Grzegorz Protaziuk:
Discovering Collocation Rules and Spatial Association Rules in Spatial Data with Extended Objects Using Delaunay Diagrams. 293-300 - Dariusz Gotlib, Jacek Marciniak:
Potential Application of the Rough Set Theory in Indoor Navigation. 301-308 - Artur Janowski, Aleksander Nowak, Marek Przyborski, Jakub Szulwic:
Mobile Indicators in GIS and GPS Positioning Accuracy in Cities. 309-318 - Witold Kazimierski, Grzegorz Zaniewicz:
Analysis of the Possibility of Using Radar Tracking Method Based on GRNN for Processing Sonar Spatial Data. 319-326 - Robert Olszewski, Anna Fiedukowicz:
Supporting the Process of Monument Classification Based on Reducts, Decision Rules and Neural Networks. 327-334 - Andrzej Stateczny, Marta Wlodarczyk-Sielicka:
Self-organizing Artificial Neural Networks into Hydrographic Big Data Reduction Process. 335-342 - Natalia Wawrzyniak, Tomasz Hyla:
Managing Depth Information Uncertainty in Inland Mobile Navigation Systems. 343-350
Information Extraction from Images
- David Fonseca-Luengo, Angel García-Pedrero, Mario Lillo-Saavedra, Roberto Costumero, Ernestina Menasalvas, Consuelo Gonzalo-Martín:
Optimal Scale in a Hierarchical Segmentation Method for Satellite Images. 351-358 - César Antonio Ortiz, Consuelo Gonzalo-Martín, José María Peña Sánchez, Ernestina Menasalvas:
3D Dendrite Spine Detection - A Supervoxel Based Approach. 359-366 - Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas:
Histogram of Bunched Intensity Values Based Thermal Face Recognition. 367-374 - Libo Zhang, Huaxiong Li, Xianzhong Zhou, Bing Huang, Lin Shang:
Cost-Sensitive Sequential Three-Way Decision for Face Recognition. 375-383 - Tong Zhao, Guo-Yin Wang, Bin Xiao:
Image Enhancement Based on Quotient Space. 384-391
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