RSCTC Programme in Detail
9:00-9:40 Conference Opening – Auditorium
RSCTC 2010 Discovery Challenge -
Auditorium
Session Chairs: Marcin Wojnarski, Hung Son Nguyen
|
RSCTC'2010
Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment |
|
TunedIT.org:
System for Automated Evaluation of Algorithms in Repeatable Experiments |
|
Consensus
Multiobjective Differential Crisp Clustering for Categorical Data Analysis |
|
Probabilistic Rough Entropy Measures in Image Segmentation |
|
Distance Based Fast Hierarchical Clustering Method for Large Datasets |
|
TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality |
11:00-11:30 Coffee break
11:30-12:30
Plenary
Session - Auditorium
Keynote Talk - Roman Słowiński
New Applications and Theoretical Foundations of the
Dominance-based Rough Set Approach
Session Chair: Dominik Ślęzak
12:30-13:30 Lunch break
13:30-14:30
Plenary
Session - Auditorium
F-granulation, Generalized Rough Sets and Entropy: Uncertainty Analysis, Pattern Recognition and Applications
Session Chair: Andrzej Skowron
14:30-16:30
Parallel
sessions
|
Combining
Multiple Classification or Regression Models using Genetic Algorithms |
|
Tracking Recurrent Concepts using Context |
|
Learning from Imbalanced Data in Presence of Noisy and Borderline
Examples |
|
Is It Important which Rough-Set-Based Classifier Extraction and Voting
Criteria are Applied Together? |
|
Argument Based Generalization of MODLEM Rule Induction Algorithm |
Multimedia and Telemedicine: Soft Computing
Applications
Room 114-115-116
Session Chair: Bożena Kostek, Andrzej Czyżewski
|
Vehicle Classification Based on Soft Computing Algorithms |
|
Controlling Computer by Lip Gestures Employing Neural Networks |
|
Computer Animation System Based on Rough Sets and Fuzzy Logic |
|
Adaptive Phoneme
Alignment based on Rough Set Theory |
|
Monitoring
Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data
Processing |
|
Content-Based
Scene Detection and Analysis Method for Automatic Classification of TV Sports
News |
16:30-17:00 Coffee break
17:00-18:30
Community
Meeting - Room 111-112-113
Organised by the International Rough Set Society
Chairs: Roman Słowiński, Dominik Ślęzak
19:00-22:00
Welcome Reception at the Kazimierzowski Palace
9:00-11:00
Parallel
sessions
|
Integrating
Selective Pre-processing of Imbalanced Data with Ivotes Ensemble |
|
Improving Co-training with Agreement-based Sampling |
|
Gene-Pair
Representation and Incorporation of GO-based Semantic Similarity into
Classification of Gene Expression |
|
Support Feature Machine for DNA Microarray Data |
|
Experienced
Physicians and Automatic Generation of Decision Rules from Clinical Data |
|
A Fuzzy View on Rough Satisfiability |
|
Rough Sets in Terms of Discrete Dynamical Systems |
|
A
Preference-based Multiple-Source Rough Set Model |
|
Relational Granularity for Hypergraphs |
|
Perceptual Tolerance Intersection |
|
Classification of Dynamics in Rough Sets |
11:00-11:30 Coffee break
11:30-12:30
Plenary
Session - Auditorium
Search and Data: The Virtuous Cycle
Session Chair: Marzena Kryszkiewicz
12:30-14:00 Lunch break
14:00-16:00
Parallel
sessions
Machine Learning: Methodologies and Algorithms, part 1
Room 111-112-113
Session Chair: Mikhail Moshkov
|
Weighted Nearest
Neighbor Classification via Maximizing Classification Consistency |
|
Rough Set-Based Incremental Learning Approach to Face Recognition |
|
A Comparison of Dynamic and Static Belief Rough Set Classifier |
|
Rule Generation in Lipski's Incomplete Information Databases |
|
A Fast Randomisation Test for Rule Significance |
|
Ordinal Classification with Monotonicity Constraints
by Variable Consistency Bagging |
Rough Approximations: Foundations and Methodologies
Session Chair: Jarosław Stepaniuk
|
Categories of Direlations and Rough Set Approximation Operators |
|
Approximations and Classifiers |
|
A Note on a Formal Approach to Rough Operators |
|
Communicative Approximations as Rough Sets |
|
On the Correctness of Rough-Set Based Approximate Reasoning |
|
Unit Operations in Approximation Spaces |
16:00-16:30 Coffee break
16:30-18:30
Parallel
sessions
Machine Learning: Methodologies and Algorithms, part 2
Room 111-112-113
Session Chairs: Qinghua Hu, Wojciech Ziarko
|
Learnability in
Rough Set Approaches |
|
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts |
|
An Extension of
Rough Set Approximation to Flow Graph Based Data Analysis |
|
Credibility Coefficients Based on SVM |
|
On Algorithm for Building of Optimal -Decision Trees |
|
Layered
Approximation Approach to Knowledge Elicitation in Machine Learning |
|
Paraconsistent
and Approximate Semantics for the OWL 2 Web Ontology |
|
Representation of
Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications |
|
Information Systems in Modeling Interactive Computations on Granules |
|
Distributed Representations to Detect Higher Order Term Correlations
in Textual Content |
19:00-22:30
Conference Banquet at the Porczyński Gallery
9:00-11:00
Parallel
sessions
|
Configuration Management of Mobile Agents
Based on SNMP |
|
Adaptive
Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network |
|
Distributed
Default Logic for Context-Aware Computing in Multi-Agent Systems |
|
A Novel Approach
to Default Reasoning for MAS |
|
A Platform for the Evaluation of Automated Argumentation Strategies |
Emerging Intelligent Technologies and Net-Centric Applications
Room 114-115-116
Session Chair: Piotr Gawrysiak
|
Fuzzy
Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for
Emotional Classification of Images |
|
The Impact of
Recommendation Sources on the Adoption Intention of Microblogging Based on
Dominance-based Rough Set Approach |
|
Fault Effects
Analysis and Reporting System for Dependability Evaluation |
|
Solving the
Reporting Cells Problem Using a Scatter Search Based Algorithm |
|
Learning Age and
Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations |
|
Disturbance
Measurement Utilization in Easily Reconfigurable Fuzzy Predictive
Controllers: Sensor Fault Tolerance and Other Benefits |
11:00-11:30 Coffee break
11:30-12:30
Plenary Session
- Auditorium
Emergent Dynamics of Information Propagation
in Large Networks
Session Chair: Henryk Rybiński
12:30-14:00 Lunch break
14:00-16:00
Parallel
sessions
Classification and Decision Support Applications, part
1
Room 111-112-113
Session Chair: Zbigniew Raś
|
Biometric-Based
Authentication System Using Rough Set Theory |
|
Classification of
Facial Photograph Sorting Performance Based on Verbal Descriptions |
|
Random Musical
Bands Playing in Random Forests
|
|
An Empirical
Comparison of Rule Sets Induced by LERS and Probabilistic Rough
Classification |
|
DRSA Decision
Algorithm Analysis in Stylometric Processing of Literary Texts |
Intelligent Methods in Optimization and Control
Room 114-115-116
Session Chair: Włodzimierz Ogryczak
|
Explicit Neural
Network-Based Nonlinear Predictive Control with Low Computational Complexity
|
|
Solution of the
Inverse Heat Conduction Problem by Using the ABC Algorithm |
|
Application of Fuzzy Wiener Models in Efficient MPC Algorithms |
|
Multicriteria Subjective Reputation Management Model |
|
Application of
Fuzzy Preference Based Rough Set Model to Condition Monitoring |
|
Graph-Based Optimization Method for Information Diffusion and Attack
Durability in Networks |
16:00-16:30 Coffee break
16:30-18:00
Final
session
Classification and Decision Support Applications, part
2
Room 111-112-113
Session Chair: Jerzy W. Grzymała-Busse
|
Blind Music
Timbre Source Isolation by Multi-resolution Comparison of Spectrum Signatures |
|
Rough Sets for
Solving Classification Problems in Computational Neuroscience |
|
Towards
Approximate SQL – Infobright’s Approach |
|
A Protein
Classifier Based on SVM by Using the Voxel Based Descriptor |