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

This book comprises selected papers from the 16th International Conference on Intelligent Systems Design and Applications (ISDA?16), which was held in Porto, Portugal from December 1 to16, 2016. ISDA 2016 was jointly organized by the Portugual-based Instituto Superior de Engenharia do Porto and the...

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Corporate Authors: International Conference on Intelligent Systems Design and Applications Porto, Portugal)
Other Authors: International Conference on Intelligent Systems Design and Applications, Madureira, Ana, Abraham, Ajith, 1968-, Gamboa, Dorabela,, Novais, Paulo,, SpringerLink (Online service)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, 2017.
Physical Description: 1 online resource.
Series: Advances in intelligent systems and computing ; 557.
Subjects:
Expert systems (Computer science) -- Congresses.
Artificial intelligence -- Congresses.
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111 2 |a International Conference on Intelligent Systems Design and Applications  |n (16th :  |d 2016 :  |c Porto, Portugal) 
245 1 0 |a Intelligent systems design and applications :  |b 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016 /  |c Ana Maria Madureira, Ajith Abraham, Dorabela Gamboa, Paulo Novais, editors. 
246 3 |a ISDA 2016. 
264 1 |a Cham, Switzerland :  |b Springer,  |c 2017. 
300 |a 1 online resource. 
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490 1 |a Advances in intelligent systems and computing,  |x 2194-5357 ;  |v volume 557. 
500 |a Includes author index. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed March 2, 2017). 
505 0 |a 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. 
505 8 |a 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. 
505 8 |a 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. 
505 8 |a 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. 
505 8 |a 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. 
520 |a This book comprises selected papers from the 16th International Conference on Intelligent Systems Design and Applications (ISDA?16), which was held in Porto, Portugal from December 1 to16, 2016. ISDA 2016 was jointly organized by the Portugual-based Instituto Superior de Engenharia do Porto and the US-based Machine Intelligence Research Labs (MIR Labs) to serve as a forum for the dissemination of state-of-the-art research and development of intelligent systems, intelligent technologies, and applications. The papers included address a wide variety of themes ranging from theories to applications of intelligent systems and computational intelligence area and provide a valuable resource for students and researchers in academia and industry alike. 
504 |a Includes bibliographical references at the end of each chapters and index. 
650 0 |a Expert systems (Computer science)  |v Congresses. 
650 0 |a Artificial intelligence  |v Congresses. 
650 6 |a Systèmes experts (Informatique)  |v Congrès. 
650 6 |a Intelligence artificielle  |v Congrès. 
650 7 |a COMPUTERS  |x Expert Systems.  |2 bisacsh. 
650 7 |a Artificial intelligence.  |2 bicssc. 
650 7 |a COMPUTERS  |x Intelligence (AI) & Semantics.  |2 bisacsh. 
650 7 |a Artificial intelligence.  |2 fast. 
650 7 |a Expert systems (Computer science)  |2 fast. 
655 2 |a Congress. 
655 7 |a proceedings (reports)  |2 aat. 
655 7 |a Conference papers and proceedings.  |2 fast. 
655 7 |a Conference papers and proceedings.  |2 lcgft. 
655 7 |a Actes de congrès.  |2 rvmgf. 
700 1 |a Madureira, Ana  |q (Ana Maria),  |e editor. 
700 1 |a Abraham, Ajith,  |d 1968-  |1 https://id.oclc.org/worldcat/entity/E39PBJgxtgXcvt8pDDPfg4BdcP,  |e editor. 
700 1 |a Gamboa, Dorabela,  |e editor. 
700 1 |a Novais, Paulo,  |e editor. 
710 2 |a SpringerLink (Online service) 
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