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Computational Science and Its Applications – ICCSA 2020

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Table of Contents

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    Book Overview
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    Chapter 1 Dealing with Data Streams: Complex Event Processing vs. Data Stream Mining
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    Chapter 2 Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow
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    Chapter 3 Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications
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    Chapter 4 A Dynamic Latent Variable Model for Monitoring the Santa Maria del Fiore Dome Behavior
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    Chapter 5 Comparing Statistical and Machine Learning Imputation Techniques in Breast Cancer Classification
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    Chapter 6 Exploring Algorithmic Fairness in Deep Speaker Verification
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    Chapter 7 DECiSION: Data-drivEn Customer Service InnovatiON
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    Chapter 8 A Comparative Analysis of State-of-the-Art Recommendation Techniques in the Movie Domain
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    Chapter 9 Automated Machine Learning: Prospects and Challenges
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    Chapter 10 Contextualized BERT Sentence Embeddings for Author Profiling: The Cost of Performances
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    Chapter 11 Expressive Analysis of Gut Microbiota in Pre- and Post- Solid Organ Transplantation Using Bayesian Topic Models
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    Chapter 12 Detection of Thyroid Nodules Through Neural Networks and Processing of Echographic Images
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    Chapter 13 A Novel Algorithm to Classify Hand Drawn Sketches with Respect to Content Quality
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    Chapter 14 Using Market Basket Analysis to Find Semantic Duplicates in Ontology
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    Chapter 15 IoT Software by Dataflow Programming in Mruby Programming Environment
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    Chapter 16 A Cloud VM Migration Control Mechanism Using Blockchain
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    Chapter 17 Extended RTS/CTS Control Based on Transmission Request Distribution in Wireless Ad-Hoc Networks
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    Chapter 18 Interference of Overhearing by Eavesdropper Nodes for Secure Wireless Ad-Hoc Networks
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    Chapter 19 Towards Ontology Based Data Extraction for Organizational Goals Metrics Indicator
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    Chapter 20 Geodesign as Co-creation of Ideas to Face Challenges in Indigenous Land in the South of Brazil: Case Study Ibirama La Klano
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    Chapter 21 Aerial Images and Three-Dimensional Models Generated by RPA to Support Geovisualization in Geodesign Workshops
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    Chapter 22 Training Decision-Makers: GEODESIGN Workshop Paving the Way for New Urban Agenda
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    Chapter 23 Opportunities and Challenges of a Geodesign Based Platform for Waste Management in the Circular Economy Perspective
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    Chapter 24 Brazilian Geodesign Platform: WebGis & SDI & Geodesign as Co-creation and Geo-Collaboration
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    Chapter 25 A Text Mining Analysis on Big Data Extracted from Social Media
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    Chapter 26 Daily Spatial Footprint of Warsaw Metropolitan Area (Poland) Commuters in Light of Volunteered Geographic Information and Common Factors of Urban Sprawl. A Pilot Study
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    Chapter 27 A Framework for Sustainable Land Planning in ICZM: Cellular Automata Simulation and Landscape Ecology Metrics
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    Chapter 28 SPACEA: A Custom-Made GIS Toolbox for Basic Marine Spatial Planning Analyses
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    Chapter 29 A Method of Identification of Potential Earthquake Source Zones
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    Chapter 30 Variography and Morphometry for Classifying Building Centroids: Protocol, Data and Script
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    Chapter 31 Analyzing the Driving Factors of Urban Transformation in the Province of Potenza (Basilicata Region-Italy)
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    Chapter 32 Designing a Semi-automatic Map Construction Process for the Effective Visualisation of Business Geodata
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    Chapter 33 Constructing Geo-Referenced Virtual City Models from Point Cloud Primitives
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    Chapter 34 Seismic Assessment of Reinforced Concrete Frames: Influence of Shear-Flexure Interaction and Rebar Corrosion
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    Chapter 35 Geovisualization for Energy Planning
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    Chapter 36 Studying the Spatial Distribution of Volunteered Geographic Data Through a Non-parametric Approach
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    Chapter 37 Describing the Residential Valorisation of Urban Space at the Street Level. The French Riviera as Example
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    Chapter 38 A Toolset to Estimate the Effects of Human Activities in Maritime Spatial Planning
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    Chapter 39 Towards a High-Fidelity Assessment of Urban Green Spaces Walking Accessibility
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    Chapter 40 Count Regression and Machine Learning Approach for Zero-Inflated Over-Dispersed Count Data. Application to Micro-Retail Distribution and Urban Form
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    Chapter 41 Modeling the Determinants of Urban Fragmentation and Compaction Phenomena in the Province of Matera (Basilicata Region - Italy)
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    Chapter 42 Geoprofiling in the Context of Civil Security: KDE Process Optimisation for Hotspot Analysis of Massive Emergency Location Data
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    Chapter 43 Assessment of Post Fire Soil Erosion with ESA Sentinel-2 Data and RUSLE Method in Apulia Region (Southern Italy)
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    Chapter 44 Coupled Use of Hydrologic-Hydraulic Model and Geomorphological Descriptors for Flood-Prone Areas Evaluation: A Case Study of Lama Lamasinata
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    Chapter 45 Combined Photogrammetric and Laser Scanning Survey to Support Fluvial Sediment Transport Analyses
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    Chapter 46 Road Infrastructure Monitoring: An Experimental Geomatic Integrated System
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    Chapter 47 Geospatial Tools in Support of Urban Planning: A Possible Role of Historical Maps in Programming a Sustainable Future for Cities
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    Chapter 48 Indoor Positioning Methods – A Short Review and First Tests Using a Robotic Platform for Tunnel Monitoring
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    Chapter 49 Application of the Self-organizing Map (SOM) to Characterize Nutrient Urban Runoff
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    Chapter 50 Parallel Development of Comparable Photogrammetric Workflows Based on UAV Data Inside SW Platforms
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    Chapter 51 Road Cadastre an Innovative System to Update Information, from Big Data Elaboration
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    Chapter 52 Land-Cover Mapping of Agricultural Areas Using Machine Learning in Google Earth Engine
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    Chapter 53 A Methodological Proposal to Support Estimation of Damages from Hailstorms Based on Copernicus Sentinel 2 Data Times Series
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    Chapter 54 A Multidisciplinary Approach for Multi-risk Analysis and Monitoring of Influence of SODs and RODs on Historic Centres: The ResCUDE Project
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    Chapter 55 Road Extraction for Emergencies from Satellite Imagery
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    Chapter 56 Extracting Land Cover Data Using GEE: A Review of the Classification Indices
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    Chapter 57 Post-processing of Pixel and Object-Based Land Cover Classifications of Very High Spatial Resolution Images
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    Chapter 58 Evaluation of Changes in the City Fabric Using Multispectral Multi-temporal Geospatial Data: Case Study of Milan, Italy
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    Chapter 59 Supporting Assessment of Forest Burned Areas by Aerial Photogrammetry: The Susa Valley (NW Italy) Fires of Autumn 2017
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    Chapter 60 Urban Geology: The Geological Instability of the Apulian Historical Centers
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    Chapter 61 Satellite Stereo Data Comprehensive Benchmark for DSM Extraction
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    Chapter 62 Cross-Project Vulnerability Prediction Based on Software Metrics and Deep Learning
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    Chapter 63 Software Requirement Catalog on Acceptability, Usability, Internationalization and Sustainability for Contraception mPHRs
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    Chapter 64 Quantifying Influential Communities in Granular Social Networks Using Fuzzy Theory
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    Chapter 65 Human Factor on Software Quality: A Systematic Literature Review
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    Chapter 66 Gamified e-Health Solution to Promote Postnatal Care in Morocco
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    Chapter 67 Handling Faults in Service Oriented Computing: A Comprehensive Study
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    Chapter 68 Requirements Re-usability in Global Software Development: A Systematic Mapping Study
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    Chapter 69 Inspecting JavaScript Vulnerability Mitigation Patches with Automated Fix Generation in Mind
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    Chapter 70 Software Process Improvement Assessment for Cloud Application Based on Fuzzy Analytical Hierarchy Process Method
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    Chapter 71 InDubio: A Combinator Library to Disambiguate Ambiguous Grammars
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    Chapter 72 A Data-Mining Based Study of Security Vulnerability Types and Their Mitigation in Different Languages
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    Chapter 73 The SDK4ED Platform for Embedded Software Quality Improvement - Preliminary Overview
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Title
Computational Science and Its Applications – ICCSA 2020
Published by
Springer International Publishing, November 2020
DOI 10.1007/978-3-030-58811-3
ISBNs
978-3-03-058810-6, 978-3-03-058811-3
Editors

Gervasi, Osvaldo, Murgante, Beniamino, Misra, Sanjay, Garau, Chiara, Blečić, Ivan, Taniar, David, Apduhan, Bernady O., Rocha, Ana Maria A. C., Tarantino, Eufemia, Torre, Carmelo Maria, Karaca, Yeliz

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