Computational Science and Its Applications – ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part IV [1st ed.] 9783030588106, 9783030588113

Table of contents :
Front Matter ....Pages i-xlii
Front Matter ....Pages 1-1
Dealing with Data Streams: Complex Event Processing vs. Data Stream Mining (Moritz Lange, Arne Koschel, Irina Astrova)....Pages 3-14
Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow (Maurras Ulbricht Togbe, Mariam Barry, Aliou Boly, Yousra Chabchoub, Raja Chiky, Jacob Montiel et al.)....Pages 15-30
Automatic Classification of Road Traffic with Fiber Based Sensors in Smart Cities Applications (Antonio Balzanella, Salvatore D’Angelo, Mauro Iacono, Stefania Nacchia, Rosanna Verde)....Pages 31-46
A Dynamic Latent Variable Model for Monitoring the Santa Maria del Fiore Dome Behavior (Bruno Bertaccini, Silvia Bacci, Federico Crescenzi)....Pages 47-58
Front Matter ....Pages 59-59
Comparing Statistical and Machine Learning Imputation Techniques in Breast Cancer Classification (Imane Chlioui, Ibtissam Abnane, Ali Idri)....Pages 61-76
Exploring Algorithmic Fairness in Deep Speaker Verification (Gianni Fenu, Hicham Lafhouli, Mirko Marras)....Pages 77-93
DECiSION: Data-drivEn Customer Service InnovatiON (Dario Esposito, Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Davide Primiceri, Stefano Lisi et al.)....Pages 94-103
A Comparative Analysis of State-of-the-Art Recommendation Techniques in the Movie Domain (Dalia Valeriani, Giuseppe Sansonetti, Alessandro Micarelli)....Pages 104-118
Automated Machine Learning: Prospects and Challenges (Lorenzo Vaccaro, Giuseppe Sansonetti, Alessandro Micarelli)....Pages 119-134
Contextualized BERT Sentence Embeddings for Author Profiling: The Cost of Performances (Marco Polignano, Marco de Gemmis, Giovanni Semeraro)....Pages 135-149
Expressive Analysis of Gut Microbiota in Pre- and Post- Solid Organ Transplantation Using Bayesian Topic Models (Luigi Santacroce, Sara Mavaddati, Javad Hamedi, Bahman Zeinali, Andrea Ballini, Massimo Bilancia)....Pages 150-165
Detection of Thyroid Nodules Through Neural Networks and Processing of Echographic Images (Alex R. Haro, Julio C. Toalombo, Eddie E. Galarza, Nancy E. Guerrón)....Pages 166-178
A Novel Algorithm to Classify Hand Drawn Sketches with Respect to Content Quality (Ochilbek Rakhmanov)....Pages 179-193
Front Matter ....Pages 195-195
Using Market Basket Analysis to Find Semantic Duplicates in Ontology (Irina Astrova, Arne Koschel, Su Ling Lee)....Pages 197-211
IoT Software by Dataflow Programming in Mruby Programming Environment (Kazuaki Tanaka, Chihiro Tsujino, Hiroyuki Maeda)....Pages 212-220
A Cloud VM Migration Control Mechanism Using Blockchain (Toshihiro Uchibayashi, Bernady Apduhan, Takuo Suganuma, Masahiro Hiji)....Pages 221-235
Extended RTS/CTS Control Based on Transmission Request Distribution in Wireless Ad-Hoc Networks (Momoka Hara, Hiroaki Higaki)....Pages 236-245
Interference of Overhearing by Eavesdropper Nodes for Secure Wireless Ad-Hoc Networks (Hinano Amano, Hiroaki Higaki)....Pages 246-260
Towards Ontology Based Data Extraction for Organizational Goals Metrics Indicator (Tengku Adil Tengku Izhar, Bernady O. Apduhan)....Pages 261-276
Front Matter ....Pages 277-277
Geodesign as Co-creation of Ideas to Face Challenges in Indigenous Land in the South of Brazil: Case Study Ibirama La Klano (Ana Clara Mourão Moura, Francisco Henrique de Oliveira, Thobias Furlanetti, Regina Panceli, Elna Fatima Pires de Oliveira, Carl Steinitz)....Pages 279-295
Aerial Images and Three-Dimensional Models Generated by RPA to Support Geovisualization in Geodesign Workshops (Danilo Marques de Magalhães, Ana Clara Mourão Moura)....Pages 296-309
Training Decision-Makers: GEODESIGN Workshop Paving the Way for New Urban Agenda (Francesco Scorza)....Pages 310-316
Opportunities and Challenges of a Geodesign Based Platform for Waste Management in the Circular Economy Perspective (Maria Cerreta, Chiara Mazzarella, Maria Somma)....Pages 317-331
Brazilian Geodesign Platform: WebGis & SDI & Geodesign as Co-creation and Geo-Collaboration (Ana Clara Mourão Moura, Christian Rezende Freitas)....Pages 332-348
Front Matter ....Pages 349-349
A Text Mining Analysis on Big Data Extracted from Social Media (Gabriella Schoier, Giuseppe Borruso, Pietro Tossut)....Pages 351-364
Daily Spatial Footprint of Warsaw Metropolitan Area (Poland) Commuters in Light of Volunteered Geographic Information and Common Factors of Urban Sprawl. A Pilot Study (Veranika Kaleyeva, Piotr A. Werner)....Pages 365-377
A Framework for Sustainable Land Planning in ICZM: Cellular Automata Simulation and Landscape Ecology Metrics (Andrea Fiduccia, Luisa Cattozzo, Leonardo Filesi, Leonardo Marotta, Luca Gugliermetti)....Pages 378-393
SPACEA: A Custom-Made GIS Toolbox for Basic Marine Spatial Planning Analyses (Miriam von Thenen, Henning Sten Hansen, Kerstin S. Schiele)....Pages 394-404
A Method of Identification of Potential Earthquake Source Zones (K. N. Petrov, V. G. Gitis, A. B. Derendyaev)....Pages 405-414
Variography and Morphometry for Classifying Building Centroids: Protocol, Data and Script (Joan Perez, Alexandre Ornon, Hiroyuki Usui)....Pages 415-424
Analyzing the Driving Factors of Urban Transformation in the Province of Potenza (Basilicata Region-Italy) (Amedeo Ieluzzi, Lucia Saganeiti, Angela Pilogallo, Francesco Scorza, Beniamino Murgante)....Pages 425-434
Designing a Semi-automatic Map Construction Process for the Effective Visualisation of Business Geodata (Marion Simon, Hartmut Asche)....Pages 435-447
Constructing Geo-Referenced Virtual City Models from Point Cloud Primitives (Andreas Fricke, Hartmut Asche)....Pages 448-462
Seismic Assessment of Reinforced Concrete Frames: Influence of Shear-Flexure Interaction and Rebar Corrosion (Alessandro Rasulo, Angelo Pelle, Davide Lavorato, Gabriele Fiorentino, Camillo Nuti, Bruno Briseghella)....Pages 463-478
Geovisualization for Energy Planning (Luigi Santopietro, Giuseppe Faruolo, Francesco Scorza, Anna Rossi, Marco Tancredi, Angelo Pepe et al.)....Pages 479-487
Studying the Spatial Distribution of Volunteered Geographic Data Through a Non-parametric Approach (Giorgia Bressan, Gian Pietro Zaccomer, Luca Grassetti)....Pages 488-504
Describing the Residential Valorisation of Urban Space at the Street Level. The French Riviera as Example (Alessandro Venerandi, Giovanni Fusco)....Pages 505-520
A Toolset to Estimate the Effects of Human Activities in Maritime Spatial Planning (Henning Sten Hansen, Ida Maria Bonnevie)....Pages 521-534
Towards a High-Fidelity Assessment of Urban Green Spaces Walking Accessibility (Ivan Blečić, Valeria Saiu, Giuseppe A. Trunfio)....Pages 535-549
Count Regression and Machine Learning Approach for Zero-Inflated Over-Dispersed Count Data. Application to Micro-Retail Distribution and Urban Form (Alessandro Araldi, Alessandro Venerandi, Giovanni Fusco)....Pages 550-565
Modeling the Determinants of Urban Fragmentation and Compaction Phenomena in the Province of Matera (Basilicata Region - Italy) (Giorgia Dotoli, Lucia Saganeiti, Angela Pilogallo, Francesco Scorza, Beniamino Murgante)....Pages 566-574
Geoprofiling in the Context of Civil Security: KDE Process Optimisation for Hotspot Analysis of Massive Emergency Location Data (Julia Gonschorek)....Pages 575-589
Assessment of Post Fire Soil Erosion with ESA Sentinel-2 Data and RUSLE Method in Apulia Region (Southern Italy) (Valentina Santarsiero, Gabriele Nolè, Antonio Lanorte, Biagio Tucci, Lucia Saganeiti, Angela Pilogallo et al.)....Pages 590-603
Front Matter ....Pages 605-605
Coupled Use of Hydrologic-Hydraulic Model and Geomorphological Descriptors for Flood-Prone Areas Evaluation: A Case Study of Lama Lamasinata (Beatrice Lioi, Andrea Gioia, Vincenzo Totaro, Gabriella Balacco, Vito Iacobellis, Giancarlo Chiaia)....Pages 607-619
Combined Photogrammetric and Laser Scanning Survey to Support Fluvial Sediment Transport Analyses (Luigi Barazzetti, Riccardo Valente, Fabio Roncoroni, Mattia Previtali, Marco Scaioni)....Pages 620-633
Road Infrastructure Monitoring: An Experimental Geomatic Integrated System (Vincenzo Barrile, Antonino Fotia, Ernesto Bernardo, Giuliana Bilotta, Antonino Modafferi)....Pages 634-648
Geospatial Tools in Support of Urban Planning: A Possible Role of Historical Maps in Programming a Sustainable Future for Cities (E. Borgogno-Mondino, A. Lessio)....Pages 649-663
Indoor Positioning Methods – A Short Review and First Tests Using a Robotic Platform for Tunnel Monitoring (Alberico Sonnessa, Mirko Saponaro, Vincenzo Saverio Alfio, Alessandra Capolupo, Adriano Turso, Eufemia Tarantino)....Pages 664-679
Application of the Self-organizing Map (SOM) to Characterize Nutrient Urban Runoff (Angela Gorgoglione, Alberto Castro, Andrea Gioia, Vito Iacobellis)....Pages 680-692
Parallel Development of Comparable Photogrammetric Workflows Based on UAV Data Inside SW Platforms (Mirko Saponaro, Adriano Turso, Eufemia Tarantino)....Pages 693-708
Road Cadastre an Innovative System to Update Information, from Big Data Elaboration (Vincenzo Barrile, Antonino Fotia, Ernesto Bernardo, Giuliana Bilotta)....Pages 709-720
Land-Cover Mapping of Agricultural Areas Using Machine Learning in Google Earth Engine (Florencia Hastings, Ignacio Fuentes, Mario Perez-Bidegain, Rafael Navas, Angela Gorgoglione)....Pages 721-736
A Methodological Proposal to Support Estimation of Damages from Hailstorms Based on Copernicus Sentinel 2 Data Times Series (F. Sarvia, S. De Petris, E. Borgogno-Mondino)....Pages 737-751
A Multidisciplinary Approach for Multi-risk Analysis and Monitoring of Influence of SODs and RODs on Historic Centres: The ResCUDE Project (Alberico Sonnessa, Elena Cantatore, Dario Esposito, Francesco Fiorito)....Pages 752-766
Road Extraction for Emergencies from Satellite Imagery (Vincenzo Barrile, Giuliana Bilotta, Antonino Fotia, Ernesto Bernardo)....Pages 767-781
Extracting Land Cover Data Using GEE: A Review of the Classification Indices (Alessandra Capolupo, Cristina Monterisi, Giacomo Caporusso, Eufemia Tarantino)....Pages 782-796
Post-processing of Pixel and Object-Based Land Cover Classifications of Very High Spatial Resolution Images (Tommaso Sarzana, Antonino Maltese, Alessandra Capolupo, Eufemia Tarantino)....Pages 797-812
Evaluation of Changes in the City Fabric Using Multispectral Multi-temporal Geospatial Data: Case Study of Milan, Italy (Branka Cuca)....Pages 813-828
Supporting Assessment of Forest Burned Areas by Aerial Photogrammetry: The Susa Valley (NW Italy) Fires of Autumn 2017 (S. De Petris, E. J. Momo, E. Borgogno-Mondino)....Pages 829-844
Urban Geology: The Geological Instability of the Apulian Historical Centers (Alessandro Reina, Maristella Loi)....Pages 845-857
Satellite Stereo Data Comprehensive Benchmark for DSM Extraction (G. Mansueto, P. Boccardo, A. Ajmar)....Pages 858-873
Front Matter ....Pages 875-875
Cross-Project Vulnerability Prediction Based on Software Metrics and Deep Learning (Ilias Kalouptsoglou, Miltiadis Siavvas, Dimitrios Tsoukalas, Dionysios Kehagias)....Pages 877-893
Software Requirement Catalog on Acceptability, Usability, Internationalization and Sustainability for Contraception mPHRs (Manal Kharbouch, Ali Idri, Leanne Redman, Hassan Alami, José Luis Fernández-Alemán, Ambrosio Toval)....Pages 894-905
Quantifying Influential Communities in Granular Social Networks Using Fuzzy Theory (Anisha Kumari, Ranjan Kumar Behera, Abhishek Sai Shukla, Satya Prakash Sahoo, Sanjay Misra, Sanatanu Kumar Rath)....Pages 906-917
Human Factor on Software Quality: A Systematic Literature Review (Elcin Guveyi, Mehmet S. Aktas, Oya Kalipsiz)....Pages 918-930
Gamified e-Health Solution to Promote Postnatal Care in Morocco (Lamyae Sardi, Ali Idri, Taoufik Rachad, Leanne Redman, Hassan Alami)....Pages 931-946
Handling Faults in Service Oriented Computing: A Comprehensive Study (Roaa ElGhondakly, Sherin Moussa, Nagwa Badr)....Pages 947-959
Requirements Re-usability in Global Software Development: A Systematic Mapping Study (Syeda Sumbul Hossain, Yeasir Arafat, Tanvir Amin, Touhid Bhuiyan)....Pages 960-974
Inspecting JavaScript Vulnerability Mitigation Patches with Automated Fix Generation in Mind (Péter Hegedűs)....Pages 975-988
Software Process Improvement Assessment for Cloud Application Based on Fuzzy Analytical Hierarchy Process Method (Surjeet Dalal, Akshat Agrawal, Neeraj Dahiya, Jatin Verma)....Pages 989-1001
InDubio: A Combinator Library to Disambiguate Ambiguous Grammars (José Nuno Macedo, João Saraiva)....Pages 1002-1018
A Data-Mining Based Study of Security Vulnerability Types and Their Mitigation in Different Languages (Gábor Antal, Balázs Mosolygó, Norbert Vándor, Péter Hegedűs)....Pages 1019-1034
The SDK4ED Platform for Embedded Software Quality Improvement - Preliminary Overview (Miltiadis Siavvas, Dimitrios Tsoukalas, Charalampos Marantos, Angeliki-Agathi Tsintzira, Marija Jankovic, Dimitrios Soudris et al.)....Pages 1035-1050
Back Matter ....Pages 1051-1053