Proceedings of the fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015). (2015)

• Record Type: Book
• Other Titles: FANCCO 2015
• Further Information: Note: Vadlamani Ravi, Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan, editors.
• Editors: Ravi, Vadlamani; Panigrahi, Bijaya Ketan; Das, Swagatam; Suganthan, Ponnuthurai Nagaratnam
• Other Names: International Conference on Fuzzy and Neuro Computing, 5th
• Contents: Preface; Organization; Contents; 1 Tweet Sentiment Classification Using an Ensemble of Machine Learning Supervised Classifiers Employing Statistical Feature Selection Methods; Abstract; 1 Introduction; 2 Related Work; 2.1 Machine Learning (ML) Approach; 2.2 Lexicon Based Approach; 2.3 Hybrid Approach; 2.4 Ensemble Methods; 3 Proposed Work; 3.1 Tweet Pre-processing; 3.2 Feature Selection; 3.3 Point Wise Mutual Information (PMI); 3.4 Chi-square Method; 3.5 Multi-class Sentiment Classification; 3.5.1 Naive Bayes Classifier; 3.5.2 Maximum Entropy Classifier; 3.5.3 Support Vector Machine. 3.5.4 Ensemble Learners3.5.5 Bagging; 3.5.6 Boosting; 4 Experiments; 4.1 Baseline and Ensemble Methods; 4.2 Dataset; 5 Results and Analysis; 6 Conclusion; References; 2 Multiple Fuzzy Correlated Pattern Tree Mining with Minimum Item All-Confidence Thresholds; Abstract; 1 Introduction; 1.1 Fuzzy FP-Tree Algorithm; 1.2 Multiple Fuzzy FP-Tree Algorithm; 2 The Multiple Fuzzy Correlated Pattern Tree Construction Algorithm; 2.1 An Example; 3 Proposed Multiple Fuzzy Correlated Pattern Growth Mining Algorithm; 3.1 An Example; 4 Experimental Results; 5 Conclusions and Future Work; Acknowledgments. 3 Autonomous Visual Tracking with Extended Kalman Filter Estimator for Micro Aerial VehiclesAbstract; 1 Introduction; 2 Extended Kalman Filter Estimator; 3 Autonomous Visual Tracking System; 4 Simulation and Experimental Results; 5 Conclusions; References; 4 Identification of Uncertain Mass and Stiffness Matrices of Multi-Storey Shear Buildings Using Fuzzy Neural Network Modelling; Abstract; 1 Introduction; 2 Fuzzy Set Theory and Preliminaries; 3 Learning Algorithm for Single Layer Fuzzy Neural Network; 4 System Identification of Structural Parameter in Fuzzified Form. 5 Results and Discussion6 Concluding Remarks; References; 5 Fuzzy Approach to Rank Global Climate Models; Abstract; 1 Introduction; 2 Performance Indicators; 3 F-TOPSIS; 4 Results and Discussion; 5 Summary and Conclusions; Acknowledgments; Appendix; Sample Calculation for Computation Of Di+, Di2212, Ci; References; 6 Comparative Analysis of ANFIS and SVR Model Performance for Rainfall Prediction; Abstract; 1 Introduction; 2 Related Works; 3 Methodology; 3.1 Adaptive Neural Fuzzy Inference System (ANFIS); 3.2 Support Vector Regression; 4 Area of Study and Data Set. 5 Evaluation Criteria of the Performance of the Models6 Results and Discussion; 7 Conclusions; References; Cross Domain Sentiment Analysis Using Different Machine Learning Techniques; 1 Introduction; 2 Literature Review; 3 Methodology; 3.1 Performance Analysis; 4 Proposed Framework; 4.1 Preprocessing; 4.2 Model Generation; 4.3 Matrix Generation; 5 Results and Analysis; 6 Conclusion; References; Combining ELM with Random Projections for Low and High Dimensional Data Classification and Clustering; 1 Introduction; 2 Extreme Learning Machine; 3 Random Projection.
• Publisher Details: Switzerland : Springer
• Publication Date: 2015
• Extent: 1 online resource
• Subjects: 006.3; 004; Computer science; Fuzzy expert systems -- Congresses; Neural computers -- Congresses; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; Fuzzy expert systems; Neural computers; Computer Science; Mechanical Engineering - General; Mechanical Engineering; Engineering & Applied Sciences; Computers -- Intelligence (AI) & Semantics; Mathematics -- Applied; Artificial intelligence; Mathematical modelling; Artificial intelligence; Engineering; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319272122; 3319272128
• Related ISBNs: 9783319272115; 331927211X
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed March 10, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.