Ebook: Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 12th International Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings
- Tags: Artificial Intelligence (incl. Robotics), Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Math Applications in Computer Science, Discrete Mathematics in Computer Science
- Series: Lecture Notes in Computer Science 5908
- Year: 2009
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
This book constitutes the refereed proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2009, held in Delhi, India in December 2009 in conjunction with the Third International Conference on Pattern Recognition and Machine Intelligence, PReMI 2009. RSFDGrC 2009 is the core component of a broader Rough Set Year in India initiative, RSIndia09.
The 56 revised full papers presented together with 6 invited papers and a report on the Rough Set Year in India 2009 project were carefully reviewed and selected from a total of 130 submissions. The papers are organized in topical sections on foundations of rough sets and beyond; rought set algorithms and applications; fuzzy set foundations and applications; data mining and knowledge discovery; clustering and current trends in computing; and information retrieval and text mining.
This book constitutes the refereed proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2009, held in Delhi, India in December 2009 in conjunction with the Third International Conference on Pattern Recognition and Machine Intelligence, PReMI 2009. RSFDGrC 2009 is the core component of a broader Rough Set Year in India initiative, RSIndia09.
The 56 revised full papers presented together with 6 invited papers and a report on the Rough Set Year in India 2009 project were carefully reviewed and selected from a total of 130 submissions. The papers are organized in topical sections on foundations of rough sets and beyond; rought set algorithms and applications; fuzzy set foundations and applications; data mining and knowledge discovery; clustering and current trends in computing; and information retrieval and text mining.
This book constitutes the refereed proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2009, held in Delhi, India in December 2009 in conjunction with the Third International Conference on Pattern Recognition and Machine Intelligence, PReMI 2009. RSFDGrC 2009 is the core component of a broader Rough Set Year in India initiative, RSIndia09.
The 56 revised full papers presented together with 6 invited papers and a report on the Rough Set Year in India 2009 project were carefully reviewed and selected from a total of 130 submissions. The papers are organized in topical sections on foundations of rough sets and beyond; rought set algorithms and applications; fuzzy set foundations and applications; data mining and knowledge discovery; clustering and current trends in computing; and information retrieval and text mining.
Content:
Front Matter....Pages -
Affordance Relations....Pages 1-11
Discovering Concurrent Process Models in Data: A Rough Set Approach....Pages 12-19
Intelligent Science....Pages 20-32
Pattern Structures for Analyzing Complex Data....Pages 33-44
Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis....Pages 45-58
Innovation Game as a Tool of Chance Discovery....Pages 59-66
Rough Set Year in India 2009....Pages 67-68
An Algebraic Semantics for the Logic of Multiple-Source Approximation Systems....Pages 69-76
Towards an Algebraic Approach for Cover Based Rough Semantics and Combinations of Approximation Spaces....Pages 77-84
New Approach in Defining Rough Approximations....Pages 85-92
Rough Set Approximations Based on Granular Labels....Pages 93-100
On a Criterion of Similarity between Partitions Based on Rough Set Theory....Pages 101-108
On Rough Sets with Structures and Properties....Pages 109-116
A Formal Concept Analysis Approach to Rough Data Tables....Pages 117-126
Covering Based Approaches to Rough Sets and Implication Lattices....Pages 127-134
A Logical Reasoning System of Before-after Relation Based on Bf-EVALPSN....Pages 135-143
Some Proof Theoretic Results Depending on Context from the Perspective of Graded Consequence....Pages 144-151
IQuickReduct: An Improvement to Quick Reduct Algorithm....Pages 152-159
Dynamic Reduct from Partially Uncertain Data Using Rough Sets....Pages 160-167
Approximation of Loss and Risk in Selected Granular Systems....Pages 168-175
An Efficient Gene Selection Algorithm Based on Tolerance Rough Set Theory....Pages 176-183
Rough Set Based Social Networking Framework to Retrieve User-Centric Information....Pages 184-191
Use of Fuzzy Rough Set Attribute Reduction in High Scent Web Page Recommendations....Pages 192-200
A Rough Sets Approach for Personalized Support of Face Recognition....Pages 201-208
Taking Fuzzy-Rough Application to Mars....Pages 209-216
Rough Image Colour Quantisation....Pages 217-222
Part of Speech (POS) Tag Sets Reduction and Analysis Using Rough Set Techniques....Pages 223-230
More on Intuitionistic Fuzzy Soft Sets....Pages 231-240
On Fuzzy Contra ?-Irresolute Maps....Pages 241-246
On Fuzzy Strongly ?-I-Open Sets....Pages 247-252
Lattice Structures of Rough Fuzzy Sets....Pages 253-260
Analysis of Ergodicity of a Fuzzy Possibilistic Markov Model....Pages 261-268
A Fuzzy Random Variable Approach to Restructuring of Rough Sets through Statistical Test....Pages 269-277
A New Approach for Solving Fuzzy Maximal Flow Problems....Pages 278-286
Peptic Ulcer Detection Using DNA Nanorobot Based on Fuzzy Logic Rules....Pages 287-294
Investigations on Benefits Generated By Using Fuzzy Numbers in A TOPSIS Model Developed For Automated Guided Vehicle Selection Problem....Pages 295-302
A Multi-criteria Interval-Valued Intuitionistic Fuzzy Group Decision Making for Supplier Selection with TOPSIS Method....Pages 303-312
The Lower System, the Upper System and Rules with Stability Factor in Non-deterministic Information Systems....Pages 313-320
Learning Player Behaviors in Real Time Strategy Games from Real Data....Pages 321-327
An Efficient Prediction Model for Diabetic Database Using Soft Computing Techniques....Pages 328-335
A Decision Making Model for Vendor-Buyer Inventory Systems....Pages 336-343
Software Reliability Prediction Using Group Method of Data Handling....Pages 344-351
Mining Temporal Patterns for Humanoid Robot Using Pattern Growth Method....Pages 352-360
Multiscale Comparison of Three-Dimensional Trajectories: A Preliminary Step....Pages 361-368
Time Series Forecasting Using Hybrid Neuro-Fuzzy Regression Model....Pages 369-381
A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions....Pages 382-389
Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards....Pages 390-397
Interval Set Cluster Analysis: A Re-formulation....Pages 398-405
Rough Entropy Based k-Means Clustering....Pages 406-413
Fast Single-Link Clustering Method Based on Tolerance Rough Set Model....Pages 414-422
A Novel Possibilistic Fuzzy Leader Clustering Algorithm....Pages 423-430
Projected Gustafson Kessel Clustering....Pages 431-438
Improved Visual Clustering through Unsupervised Dimensionality Reduction....Pages 439-446
An Improved Cluster Oriented Fuzzy Decision Trees....Pages 447-454
Combining Naive-Bayesian Classifier and Genetic Clustering for Effective Anomaly Based Intrusion Detection....Pages 455-462
Ant Colony Optimisation Classification for Gene Expression Data Analysis....Pages 463-469
A Comparative Performance Analysis of Multiple Trial Vectors Differential Evolution and Classical Differential Evolution Variants....Pages 470-477
Granular Computing for Text Mining: New Research Challenges and Opportunities....Pages 478-485
Polarity Classification of Subjective Words Using Common-Sense Knowledge-Base....Pages 486-493
A Weighted Hybrid Fuzzy Result Merging Model for Metasearch....Pages 494-501
Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method....Pages 502-509
A Comparative Study of Pattern Matching Algorithms on Sequences....Pages 510-517
BPBM: An Algorithm for String Matching with Wildcards and Length Constraints....Pages 518-525
Back Matter....Pages -
This book constitutes the refereed proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2009, held in Delhi, India in December 2009 in conjunction with the Third International Conference on Pattern Recognition and Machine Intelligence, PReMI 2009. RSFDGrC 2009 is the core component of a broader Rough Set Year in India initiative, RSIndia09.
The 56 revised full papers presented together with 6 invited papers and a report on the Rough Set Year in India 2009 project were carefully reviewed and selected from a total of 130 submissions. The papers are organized in topical sections on foundations of rough sets and beyond; rought set algorithms and applications; fuzzy set foundations and applications; data mining and knowledge discovery; clustering and current trends in computing; and information retrieval and text mining.
Content:
Front Matter....Pages -
Affordance Relations....Pages 1-11
Discovering Concurrent Process Models in Data: A Rough Set Approach....Pages 12-19
Intelligent Science....Pages 20-32
Pattern Structures for Analyzing Complex Data....Pages 33-44
Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis....Pages 45-58
Innovation Game as a Tool of Chance Discovery....Pages 59-66
Rough Set Year in India 2009....Pages 67-68
An Algebraic Semantics for the Logic of Multiple-Source Approximation Systems....Pages 69-76
Towards an Algebraic Approach for Cover Based Rough Semantics and Combinations of Approximation Spaces....Pages 77-84
New Approach in Defining Rough Approximations....Pages 85-92
Rough Set Approximations Based on Granular Labels....Pages 93-100
On a Criterion of Similarity between Partitions Based on Rough Set Theory....Pages 101-108
On Rough Sets with Structures and Properties....Pages 109-116
A Formal Concept Analysis Approach to Rough Data Tables....Pages 117-126
Covering Based Approaches to Rough Sets and Implication Lattices....Pages 127-134
A Logical Reasoning System of Before-after Relation Based on Bf-EVALPSN....Pages 135-143
Some Proof Theoretic Results Depending on Context from the Perspective of Graded Consequence....Pages 144-151
IQuickReduct: An Improvement to Quick Reduct Algorithm....Pages 152-159
Dynamic Reduct from Partially Uncertain Data Using Rough Sets....Pages 160-167
Approximation of Loss and Risk in Selected Granular Systems....Pages 168-175
An Efficient Gene Selection Algorithm Based on Tolerance Rough Set Theory....Pages 176-183
Rough Set Based Social Networking Framework to Retrieve User-Centric Information....Pages 184-191
Use of Fuzzy Rough Set Attribute Reduction in High Scent Web Page Recommendations....Pages 192-200
A Rough Sets Approach for Personalized Support of Face Recognition....Pages 201-208
Taking Fuzzy-Rough Application to Mars....Pages 209-216
Rough Image Colour Quantisation....Pages 217-222
Part of Speech (POS) Tag Sets Reduction and Analysis Using Rough Set Techniques....Pages 223-230
More on Intuitionistic Fuzzy Soft Sets....Pages 231-240
On Fuzzy Contra ?-Irresolute Maps....Pages 241-246
On Fuzzy Strongly ?-I-Open Sets....Pages 247-252
Lattice Structures of Rough Fuzzy Sets....Pages 253-260
Analysis of Ergodicity of a Fuzzy Possibilistic Markov Model....Pages 261-268
A Fuzzy Random Variable Approach to Restructuring of Rough Sets through Statistical Test....Pages 269-277
A New Approach for Solving Fuzzy Maximal Flow Problems....Pages 278-286
Peptic Ulcer Detection Using DNA Nanorobot Based on Fuzzy Logic Rules....Pages 287-294
Investigations on Benefits Generated By Using Fuzzy Numbers in A TOPSIS Model Developed For Automated Guided Vehicle Selection Problem....Pages 295-302
A Multi-criteria Interval-Valued Intuitionistic Fuzzy Group Decision Making for Supplier Selection with TOPSIS Method....Pages 303-312
The Lower System, the Upper System and Rules with Stability Factor in Non-deterministic Information Systems....Pages 313-320
Learning Player Behaviors in Real Time Strategy Games from Real Data....Pages 321-327
An Efficient Prediction Model for Diabetic Database Using Soft Computing Techniques....Pages 328-335
A Decision Making Model for Vendor-Buyer Inventory Systems....Pages 336-343
Software Reliability Prediction Using Group Method of Data Handling....Pages 344-351
Mining Temporal Patterns for Humanoid Robot Using Pattern Growth Method....Pages 352-360
Multiscale Comparison of Three-Dimensional Trajectories: A Preliminary Step....Pages 361-368
Time Series Forecasting Using Hybrid Neuro-Fuzzy Regression Model....Pages 369-381
A Fast Support Vector Machine Classification Algorithm Based on Karush-Kuhn-Tucker Conditions....Pages 382-389
Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards....Pages 390-397
Interval Set Cluster Analysis: A Re-formulation....Pages 398-405
Rough Entropy Based k-Means Clustering....Pages 406-413
Fast Single-Link Clustering Method Based on Tolerance Rough Set Model....Pages 414-422
A Novel Possibilistic Fuzzy Leader Clustering Algorithm....Pages 423-430
Projected Gustafson Kessel Clustering....Pages 431-438
Improved Visual Clustering through Unsupervised Dimensionality Reduction....Pages 439-446
An Improved Cluster Oriented Fuzzy Decision Trees....Pages 447-454
Combining Naive-Bayesian Classifier and Genetic Clustering for Effective Anomaly Based Intrusion Detection....Pages 455-462
Ant Colony Optimisation Classification for Gene Expression Data Analysis....Pages 463-469
A Comparative Performance Analysis of Multiple Trial Vectors Differential Evolution and Classical Differential Evolution Variants....Pages 470-477
Granular Computing for Text Mining: New Research Challenges and Opportunities....Pages 478-485
Polarity Classification of Subjective Words Using Common-Sense Knowledge-Base....Pages 486-493
A Weighted Hybrid Fuzzy Result Merging Model for Metasearch....Pages 494-501
Comparing Temporal Behavior of Phrases on Multiple Indexes with a Burst Word Detection Method....Pages 502-509
A Comparative Study of Pattern Matching Algorithms on Sequences....Pages 510-517
BPBM: An Algorithm for String Matching with Wildcards and Length Constraints....Pages 518-525
Back Matter....Pages -
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