Recent advances on soft computing and data mining : the second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings /: the second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings. (2017)

• Record Type: Book
• Other Titles: SCDM 216
• Further Information: Note: Tutut Herawan, Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris, editors.
• Editors: Herawan, Tutut; Ghazali, Rozaida; Nawi, Nazri Mohd; Deris, Mustafa Mat
• Other Names: International Conference on Soft Computing and Data Mining, 2nd
• Contents: Preface; Conference Organization; Patron; Honorary Chairs; Steering Committee; General Chairs; Organizing Committee; Program Committee Chairs; Proceeding Chairs; Workshop Chairs; Sponsorship; Program Committee ; Soft Computing; Data Mining; Workshop on Ensemble Methods and Their Applications; Workshop on Web Mining, Services and Security; Contents; Soft Computing; Cluster Validation Analysis on Attribute Relative of Soft-Set Theory; 1 Introduction; 2 Preliminaries; 2.1 Soft-Set Theory; 2.2 Clustering Attribute Selection; 2.3 Cluster Validation Method; 3 Attribute Relative of Soft-Set Theory 4 Result and Discussion5 Conclusions; References; Optimizing Weights in Elman Recurrent Neural Networks with Wolf Search Algorithm; Abstract; 1 Introduction; 2 Wolf Search (WS) Algorithm; 2.1 The Proposed WRNN Algorithm; 3 Results and Discussion; 3.1 Preliminary Study; 3.2 Classification Datasets; 4 Conclusion; Acknowledgments; References; Optimization of ANFIS Using Artificial Bee Colony Algorithm for Classification of Malaysian SMEs; 1 Introduction; 2 The ANFIS Concept; 3 Artificial Bee Colony Algorithm; 4 Methodology; 4.1 ANFIS Rule-Base Minimization and Accuracy Maximization Using ABC 5 Simulation Results and Analysis6 Conclusion; References; Forecasting of Malaysian Oil Production and Oil Consumption Using Fuzzy Time Series; Abstract; 1 Introduction; 2 The Basic Theories of FTS and RTS; 2.1 FTS Theory and Its Procedure; 2.2 RTS Theory and Its Procedure; 3 Proposed Interval Adjustment and Algorithm in FTS; 4 Empirical Analysis; 5 Conclusion; Acknowledgment; References; A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site; Abstract; 1 Introduction; 2 The Steps of Z-Numbers with Fuzzy TOPSIS; 3 An Application; 4 Comparative Studies 5 ConclusionReferences; Formation Control Optimization for Odor Localization; Abstract; 1 Introduction; 2 Odor Localization Design; 2.1 Odor Localization Process; 2.2 The Localization Process-Based FKN-PSO Algorithm; 3 Experimental Results; 4 Conclusion and Future Work; Acknowledgments; References; A New Search Direction for Broyden's Family Method in Solving Unconstrained Optimization Problems; Abstract; 1 Introduction; 2 Preliminaries; 3 Proposed Model; 4 Experimental Result; 5 Conclusion; References Improved Functional Link Neural Network Learning Using Modified Bee-Firefly Algorithm for Classification TaskAbstract; 1 Introduction; 2 Functional Link Neural Network Learning Scheme; 3 Modified Artificial Bee Colony; 4 Firefly Algorithm; 5 Modified Bee-Firefly Algorithm; 6 Experimentation and Result; 7 Conclusion; Acknowledgments; References; Artificial Neural Network with Hyperbolic Tangent Activation Function to Improve the Accuracy of COCOMO II Model; Abstract; 1 Introduction; 2 Related Works; 3 Rudimentary; 3.1 COCOMO II Model; 3.2 Artificial Neural Network; 3.2.1 Identity Function
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 006.3; Engineering; Soft computing -- Congresses; Data mining -- Congresses; COMPUTERS / General; Data mining; Soft computing; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- Data Mining; Artificial intelligence; Data mining; Artificial intelligence; Data mining; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319512815; 3319512811
• Related ISBNs: 9783319512792
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 11, 2017).
• 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.