LEADER 06523nam 2200457 450 001 996418251303316 005 20210223111026.0 010 $a981-15-3311-3 024 7 $a10.1007/978-981-15-3311-2 035 $a(CKB)4100000011469429 035 $a(MiAaPQ)EBC6357690 035 $a(DE-He213)978-981-15-3311-2 035 $a(PPN)250218704 035 $a(EXLCZ)994100000011469429 100 $a20210223d2020 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aAdvanced studies in classification and data science /$fTadashi Imaizumi [and five others], editors 205 $a1st ed. 2020. 210 1$aGateway East, Singapore :$cSpringer,$d[2020] 210 4$d©2020 215 $a1 online resource (XI, 524 p. 121 illus., 64 illus. in color.) 225 1 $aStudies in classification, data analysis, and knowledge organization 311 $a981-15-3310-5 327 $aChapter 1. Multilevel model-based clustering: A new proposal of maximum-a-posteriori assignment -- Chapter 2. Multi-citeria classifications in regional development modelling -- Chapter 3. Non-parametric latent modeling and network clustering -- Chapter 4. Efficient, Geometrically-adaptive Techniques for Multiscale Gaussian-kernel SVM Classification -- Chapter 5. Random forests followed by computed ABC analysis as a feature selection method for machine-learning in biomedical data -- Chapter 6. Non-Hierarchical Clustering for Large Data without Recalculating Cluster Center -- Chapter 7. Supervised Nested Algorithm for Classification based on K-means -- Chapter 8. Using Classification of Regions Based on the Complexity of the Global Progress Indices for Supporting Development in Competitiveness -- Chapter 9. Estimation Methods Based on Weighting Clusters -- Chapter 10. Five Strategies for Accommodating Overdispersion in Simple Correspondence Analysis -- Chapter 11. From Joint Graphical Display to Bi-Modal Clustering: [2] Dual Space Versus Total Space -- Chapter 12. Linear Time Visualization and Search in Big Data using Pixellated Factor Space Mapping -- Chapter 13. From Joint Graphical Display to Bi-Modal Clustering: [1] A Giant Leap in Quantication Theory -- Chapter 14. External Logistic Biplots for Mixed Types of Data -- Chapter 15. Functional clustering approach for analysis of concentration -- Chapter 16. Generalized additive models for the detection of copy number variations (CNVs) using multi gene panel sequencing data -- Chapter 17. Variable selection for classification of multivariate functional data -- Chapter 18. Initial value selection for the alternating least squares algorithm -- Chapter 19. Inference for General MANOVA Based on ANOVA-Type Statistic -- Chapter 20. How To Cross the River? - New ?Distance?Measures -- Chapter 21. New Statistical Matching Method Using Multinomial Logistic Regression Model -- Chapter 22. Constructing graphical models for multi-source data: Sparse Network And Component analysis -- Chapter 23. Understanding Malvestuto?s normalized mutual information -- Chapter 24. Understanding the Rand index -- Chapter 25. Layered Multivariate Regression with Its Applications -- Chapter 26. An exploratory study on the clumpiness measure of intertransaction times: how is it useful for customer relationship management? -- Chapter 27. Data Quality Management of Chain Stores based on Outlier Detection -- Chapter 28. Analysis of expenditure pattens of virtual marriage households consisting of working couples synthesized by statistical matching method q -- Chapter 29. The Effects of Natural Disasters on Household Income and Poverty in Rural Vietnam: An Analysis Using the Vietnam Household Living Standards Survey -- Chapter 30. Generalizability of relationship between number of tweets about and sales of new beverage products -- Chapter 31. Cluster Distance-Based Regression -- Chapter 32. Bayesian network analysis of fashion behaviour -- Chapter 33. Determining the Similarity Index in Electoral Behavior Analysis: An Issue Voting Behavioral:Mapping -- Chapter 34. Well-Being Measures -- Chapter 35. The Relationship between Household Assets and Choice to Work: Evidence from Japanese Official Microdata -- Chapter 36. Visualization and Spatial Statistical Analysis for Vietnam Household Living Standard Survey -- Chapter 37. Changes in the Gendered Division of Labor and Women?s Economic Contributions within Japanese Couples -- Chapter 38. Employment structures vs. educational capital in the European Union regions -- Chapter 39. The IPUMS Approach to Harmonizing the World?s Population Census Data -- Chapter 40. A Supervised Multiclass Classifieras an Autocoding System for the Family Income and Expenditure Survey -- . 330 $aThis edited volume focuses on the latest developments in classification and data science and covers a wide range of topics in the context of data analysis and related areas, e.g. the analysis of complex data, analysis of qualitative data, methods for high-dimensional data, dimensionality reduction, data visualization, multivariate statistical methods, and various applications to real data in the social sciences, medical sciences, and other disciplines. In addition to sharing theoretical and methodological findings, the book shows how to apply the proposed methods to a variety of problems ? e.g. in consumer behavior, decision-making, marketing data and social network structures. Both methodological aspects and applications to a wide range of areas such as economics, behavioral science, marketing science, management science and the social sciences are covered. The book is chiefly intended for researchers and practitioners who are interested in the latest developments and practical applications in these fields, as well as applied statisticians and data analysts. Its combination of methodological advances with a wide range of real-world applications gathered from several fields makes it of unique value in helping readers solve their research problems. 410 0$aStudies in classification, data analysis, and knowledge organization. 606 $aMathematical statistics$vCongresses 615 0$aMathematical statistics 676 $a519.5 702 $aImaizumi$b Tadashi 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418251303316 996 $aAdvanced studies in classification and data science$92391167 997 $aUNISA LEADER 10693nam 22005655 450 001 9910350305703321 005 20250609110837.0 010 $a981-13-3317-3 024 7 $a10.1007/978-981-13-3317-0 035 $a(CKB)4100000007335202 035 $a(MiAaPQ)EBC5627277 035 $a(DE-He213)978-981-13-3317-0 035 $a(MiAaPQ)EBC5918042 035 $a(EXLCZ)994100000007335202 100 $a20181230d2019 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSustainable Construction and Building Materials $eSelect Proceedings of ICSCBM 2018 /$fedited by Bibhuti Bhusan Das, Narayanan Neithalath 205 $a1st ed. 2019. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019. 215 $a1 online resource (906 pages) $cillustrations 225 1 $aLecture Notes in Civil Engineering,$x2366-2557 ;$v25 311 08$a981-13-3316-5 327 $aExperimental Study on Self Compacting Concrete with Replacement Material?s -- Performance of Nano-Sio2 and Nano-Zno2 on Compressive Strength and Microstructure Characteristics of Cement Mortar -- Fly Ash Utilization In Lightweight Aggregates For Sustainable Construction -- Strength Behaviour of Masonry Blocks Produced Using Green Concrete -- Interference of Two Shallow Square Footings on Geogrid Reinforced Crusher Dust -- Use of Foundry Sand As Partial Replacement of Natural Fine Aggregate For The Production of Concrete -- Construction Blocks From C&D Debris Using The Innovative Co2 Sequestration Technique -- Durability Studies on Alkali Activated Fly Ash and Ggbs Based Geopolymer Mortars -- A Comparative Study on Rcc Structures (Frame, Infill, Bracings, Wire Frame and Shear Wall) -- Comparative Study on Influence of Lead Rubber Bearing on Rc Structures with Flat Slab and Conventional Slab System Under Seismic Loading -- Corrosion Inhibitors Behaviour on reinforced concrete - A Review -- A Review of The Mechanical Behavior of Substitution Materials In Self-Healing Concrete -- Effect of Silica Fume on The Properties of Fly Ash Geopolymer Concrete -- Synthesis of Geo-Polymer Coarse Aggregates Using Class-F Fly Ash and Studies on Its Physical Properties -- Optimization of Resources by Real Time Correlation Study For Maximizing The Productivity -- Study on Mechanical Properties of Cement Concrete For Partial Replacement of Coarse Aggregate by Shredded Plastic and Cement by Fly Ash and Meta-Kaolin -- High Performance Concrete (Hpc) ? An Innovative Cement Concrete Mix Design To Increase The Life Span of Structures -- Study on Mechanical Properties and Leaching of Heavy Metals In The Artificial Produced Fly Ash Aggregates -- Feasibility of Producing Class F Fly Ash Geopolymer Mortar with Alkaline Water Containing Sodium Carbonate (Na2co3) -- Analytical Study on Disintegration of Concrete -- An Effect of Naoh Molarity on Flyash ? Metakaolin Based Self Compacting Geopolymer Concrete -- A Review on Performance of Geopolymer In Concrete -- An Experimental Study on Workability and Strength Characteristics of M40 Grade Concrete by Partial Replacement of Cement with Nano Tio2 -- Studies on Fresh and Hardened Properties of Sugarcane Bagasse Ash Blended Self Compacting Concrete Mixes -- Experimental Study on Improvement of Bearing Capacity Using Geosynthetic Stone Column -- Analysis and Modeling of Labor Productivity Using System Dynamics Approach In Construction Projects -- Implication of Concrete with Chemical Admixture Cured In Low Temperature on Strength, Chloride Permeability and Microstructure -- Experimental Investigation on The Properties of Pervious Concrete Over Fibre Reinforced Pervious Concrete -- Role of Silica Fume In Producing High Strength Self-Compacting Concrete -- Problem Analysis and Geotechnical Study At Sengulam Augmentation Scheme -- Graphene In The Domain of Construction: A Review of Applications and Prospects -- Experimental Analysis on Partial Replacement of Fine Aggregate by Granite Dust In Concrete -- Experimental Investigation of High Strength Self-Compacting Fibre Reinforced Concrete -- Effect of Curing Conditions on Mechanical Properties of Reactive Powder Concrete with Different Dosage of Quartz Powder -- The Effects of Ggbfs on Strength Properties of Geopolymer Concrete Cured At Ambient Temperature -- Experimental and Finite Element Analysis of 80mpa Two-Span High-Performance Concrete Beam Under Flexure -- Techniques For Preparation and Dispersion of Nano- Sio2 In Cementitious System - A Review -- Life Cycle Costing For The Analysis of Cost-Effectiveness of Alternative Concretes and Masonry Blocks -- Study on Development of Strength Properties of Bio- Concrete -- Rice Husk Ash (Rha) ? The Future of Concrete -- Effect of Nano-Silica and Ggbs on The Strength Properties of Fly Ash-Based Geopolymers -- Compressive Strength Prediction of High Strength Concrete Using Regression and Ann Models -- Prediction of Compressive Strength of High Volume Fly Ash Concrete Using Artificial Neural Network -- Experimental Investigation on Compressive Strength of Ld Slag Aggregate Concrete -- Cost Reduction Techniques on Mep Projects -- Mineralogical Study of Concretes Prepared Using Carbonated Fly Ash As Part Replacement of Cement -- Effect of Supplementary Cementitious Materials on Mechanical Properties and Thermal Conductivity of Concretes and Masonry Blocks -- Mechanical Properties of Pavement Quality Concrete Produced with Reclaimed Asphalt Pavement Aggregates -- Effect of Partial Replacement of Coarse Aggregates with E-Waste on Strength Properties of Concrete -- Experimental Investigation on Utilization of Waste Shredded Rubber Tire As A Replacement To Fine Aggregate In Concrete -- Strength Characteristics of Laterized Mortars Using Processed Laterite -- Sustainable Building Management by Using Alternative Materials and Techniques -- Effect of Silica Fume on Fly-Ash Based Geopolymer Mortar with Recycled Aggregates -- Mechanical Properties of Fibre Reinforced Concrete with Bottle Crown Caps As Fibres -- Performance of Deep Excavation For An Underground Metro Station Constructed by Top-Down Method ? A Case Study -- Experimental Investigation on The Strength of Concrete by Partial Replacement of Fine Aggregates by Low Density Shredded Polyethylene -- Experimental Study on Performance of M30 Grade Concrete by Partial Replacement with Fly-Ash and Granite Powder -- Combined Effect of Marine Environment and Ph on The Impedance of Reinforced Concrete Studied by Electrochemical Impedance Spectroscopy -- Study on Effect of Sodium Hydroxide Concentration on Geopolymer Mortar -- Early Cost Estimation of Highway Projects In India Using Artificial Neural Network -- Review Paper on Utilization Potential of Rice Husk Ash As Supplementary Cementitious Material -- Replacement of Fine Aggregates by Recycled Construction and Demolition Waste In Pavement Quality Concrete -- Fresh and Hardened Properties of Self-Consolidating Concrete Incorporating Alumina Silicates -- Effect of Various Additives on The Properties of Fly Ash Based Geopolymer Mortar -- Influence of Metakaolin and Red-Mud Blended Cement on Reinforcement Corrosion In Presence of Chloride and Sulfate Ions -- Durability Studies of Polypropylene Fibre Reinforced Concrete -- Durability Studies of Steel Fibre Reinforced Concrete -- Durability Studies on Glass Fibre Reinforced Concrete -- Comparative Study and Laboratory Investigation of Soil Stabilized Using Terrasil and Zycobond -- Partial Replacement of Steel Slag Aggregates In Concrete As Fine Aggregates (Induction Blast Furnace Slag) -- Experimental and Numerical Studies on The Behaviour of Broad Gauge Railway Sleepers In Stat¬¬¬ic Bending Condition -- Methods To Monitor Resources and Logistic Planning At Project Sites -- Can Geopolymer Concrete Replace The Conventional Concrete? ? State of The Art -- Ambient Cured Geopolymer Concrete Products -- Shrinkage Behaviour of High Strength Concrete Using Recycled Concrete Aggregate -- Influence of Nano-Silica on Characteristics of Cement Mortar and Concrete -- Durability Performance of Structural Light Weight Concrete -- Mechanical Properties of Fiber Reinforced Concrete Using Coal-Bottom Ash As Replacement of Fine Aggregate -- An Experimental Study on Mechanical Properties of Ultra-High Performance Fiber Reinforced Concrete (Uhpfrc) -- Strength Improvement of Cement Mortar In Addition of Ureolytic Microorganism -- An Experimental Study on Partial Replacement of Fine Aggregate by Vermiculate and Cement by Marble Powder. 330 $aThis book presents select proceedings of the International Conference on Sustainable Construction and Building Materials (ICSCBM 2018), and examines a range of durable, energy-efficient, and next-generation construction and building materials produced from industrial wastes and byproducts. The topics covered include alternative, eco-friendly construction and building materials, next-generation concretes, energy efficiency in construction, and sustainability in construction project management. The book also discusses various properties and performance attributes of modern-age concretes including their durability, workability, and carbon footprint. As such, it offers a valuable reference for beginners, researchers, and professionals interested in sustainable construction and allied fields. . 410 0$aLecture Notes in Civil Engineering,$x2366-2557 ;$v25 606 $aBuilding construction 606 $aSustainable architecture 606 $aEngineering 606 $aBuilding Materials$3http://scigraph.springernature.com/things/product-market-codes/T23047 606 $aSustainable Architecture/Green Buildings$3http://scigraph.springernature.com/things/product-market-codes/122000 606 $aConstruction Management$3http://scigraph.springernature.com/things/product-market-codes/T23039 606 $aBuilding Construction and Design$3http://scigraph.springernature.com/things/product-market-codes/T23012 615 0$aBuilding construction. 615 0$aSustainable architecture. 615 0$aEngineering. 615 14$aBuilding Materials. 615 24$aSustainable Architecture/Green Buildings. 615 24$aConstruction Management. 615 24$aBuilding Construction and Design. 676 $a691.0286 702 $aDas$b Bibhuti Bhusan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNeithalath$b Narayanan$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910350305703321 996 $aSustainable Construction and Building Materials$91939041 997 $aUNINA