Intelligent systems design and applications : 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016 /: 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016. (2017)

• Record Type: Book
• Other Titles: ISDA 2016
• Further Information: Note: Ana Maria Madureira, Ajith Abraham, Dorabela Gamboa, Paulo Novais, editors.
• Editors: Madureira, Ana (Ana Maria); Abraham, Ajith, 1968-; Gamboa, Dorabela; Novais, Paulo
• Other Names: International Conference on Intelligent Systems Design and Applications, 16th
• Contents: Preface; ISDA 2016 -- Organization; General Chairs; Program Chairs; Advisory Board members; Tutorials/Workshops and Special Sessions Chairs; Publication Chair; Web Master; Local Organizing Committee; Technical Program Committee; Contents; An Innovative Approach to Manage Heterogeneous Information Using Relational Database Systems; Abstract; 1 Introduction; 2 Defining the Concepts Used for Solving this Problem; 2.1 Library Standards for Defining Information; 2.2 Representing Information Structures Using FRBR Model; 3 Problem Solution Using Metadata Definitions; 4 Preliminary Results. 5 ConclusionsReferences; Reliable Attribute Selection Based on Random Forest (RASER); Abstract; 1 Introduction; 2 Related Work; 3 Reliable Attribute Selection Based on Random Forest (RASER); 3.1 Measuring Features Relevance; 3.2 Measuring Redundancy; 3.3 Subgraph Computation; 4 Experimental Results; 4.1 Value of Relevance; 4.2 Performance; 5 Conclusion; References; Estimating the Number of Clusters as a Pre-processing Step to Unsupervised Learning; Abstract; 1 Introduction; 2 Estimating the Number of Clusters of a Clustering by Using a Sequential Clustering Algorithm; 3 The BSAS Algorithm. 4 Data Domains for the Experiments5 Experiments, Results and Analysis; 6 Conclusions; Acknowledgments; References; Agglomerative and Divisive Approaches to Unsupervised Learning in Gestalt Clusters; Abstract; 1 Introduction; 2 The Agglomerative Approach; 3 The Divisive Approach; 4 Data Domain for the Experiments; 5 Experiments, Results and Analysis; 6 Conclusions; Acknowledgments; References; Improving Imputation Accuracy in Ordinal Data Using Classification; 1 Introduction; 2 Related Work; 3 Classifier Based Nominal Imputation Algorithm (CNI); 4 Experimental Setup; 4.1 Experimental Results. 4.2 Classification Accuracy4.3 K Nearest Neighbour Algorithm (KNN-5); 5 Conclusions; References; GA-PSO-FASTSLAM: A Hybrid Optimization Approach in Improving FastSLAM Performance; Abstract; 1 Introduction; 2 Background; 2.1 GA-FastSLAM Approach; 2.2 PSO-FastSLAM Approach; 3 The Proposed GA-PSO-FastSLAM Approach; 4 Experiment; 4.1 Experiment Setup; 4.2 Experiment Result; 5 Conclusion; Acknowledgment; References; Three Case Studies Using Agglomerative Clustering; Abstract; 1 Introduction; 2 AGNES (AGglomerative NESting) Algorithm; 3 Data Description. 4 Validation Indices, Experiments, Results and Analysis5 Conclusions; Acknowledgments; References; Historic Document Image De-noising Using Principal Component Analysis (PCA) and Local Pixel Grouping ... ; Abstract; 1 Introduction; 2 Related Work; 3 LPG-PCA De-noising Algorithm; 3.1 Principal Component Analysis (PCA); 3.2 Local Pixel Grouping (LPG); 3.3 LPG-PCA Based De-noising First Stage; 3.4 LPG-PCA Based De-noising Refinement in Second Stage; 4 Experimentation; 4.1 Datasets; 4.2 Assessment Metrics; 4.3 Experimental Result; 5 Conclusion; Acknowledgments; References.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 006.3/3; Engineering; Expert systems (Computer science) -- Congresses; Artificial intelligence -- Congresses; COMPUTERS -- Expert Systems; COMPUTERS -- Intelligence (AI) & Semantics; Artificial intelligence; Expert systems (Computer science); Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Artificial intelligence; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319534800; 3319534807
• Related ISBNs: 9783319534794; 3319534793
• Notes: Note: Includes bibliographical references at the end of each chapters and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed March 2, 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.