Computational Science and Its Applications – ICCSA 2020: 20th International Conference, Cagliari, Italy, July 1–4, 2020, Proceedings, Part II [1st ed.] 9783030588014, 9783030588021

The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computati

547 81 174MB

English Pages XLII, 1003 [1022] Year 2020

Table of contents :
Front Matter ....Pages i-xlii
Front Matter ....Pages 1-1
Conditionality of Linear Systems of Equation and Matrices Using Projective Geometric Algebra (Vaclav Skala)....Pages 3-17
Research on the Input Methods of Cardboard (Zhiyi Ma, Hongjie Chen, Yanwei Bai, Ye Qiu)....Pages 18-29
Conditionality Analysis of the Radial Basis Function Matrix (Martin Červenka, Václav Skala)....Pages 30-43
Information Visualization Applied to Computer Network Security (Luiz F. de Camargo, Alessandro Moraes, Diego R. C. Dias, José R. F. Brega)....Pages 44-59
Classification of Active Multiple Sclerosis Lesions in MRI Without the Aid of Gadolinium-Based Contrast Using Textural and Enhanced Features from FLAIR Images (Paulo G. L. Freire, Marcos Hideki Idagawa, Enedina Maria Lobato de Oliveira, Nitamar Abdala, Henrique Carrete Jr., Ricardo J. Ferrari)....Pages 60-74
Automatic Positioning of Hippocampus Deformable Mesh Models in Brain MR Images Using a Weighted 3D-SIFT Technique (Matheus Müller Korb, Ricardo José Ferrari, for the Alzheimer’s Disease Neuroimaging)....Pages 75-90
Exploring Deep Convolutional Neural Networks as Feature Extractors for Cell Detection (Bruno C. Gregório da Silva, Ricardo J. Ferrari)....Pages 91-103
A Smartphone Application for Car Horn Detection to Assist Hearing-Impaired People in Driving (Cleyton Aparecido Dim, Rafael Martins Feitosa, Marcelle Pereira Mota, Jefferson Magalhães de Morais)....Pages 104-116
A Mathematica Package for Plotting Implicitly Defined Hypersurfaces in Open image in new window (Luis A. Anto, Amelia M. Fiestas, Edgar J. Ojeda, Ricardo Velezmoro, Robert Ipanaqué)....Pages 117-129
Front Matter ....Pages 131-131
Strategic Capital Investment Analytics: An Agent Based Approach to California High-Speed Rail Ridership Model (Mark Abdollahian, Yi Ling Chang, Yuan-Yuan Lee)....Pages 133-147
The Value of Investing in Domestic Energy Storage Systems (Chiara D’Alpaos, Francesca Andreolli)....Pages 148-161
Human Health Impact of E-Waste in Mexico (J. Leonardo Soto-Sumuano, José Luis Cendejas-Valdez, Heberto Ferreira-Medina, J. Alberto Tlacuilo-Parra, Gustavo Abraham Vanegas-Contreras, Juan J. Ocampo-Hidalgo)....Pages 162-173
A General Model for Electroencephalography-Controlled Brain-Computer Interface Games (Gabriel Alves Mendes Vasiljevic, Leonardo Cunha de Miranda)....Pages 174-189
Front Matter ....Pages 191-191
Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization (M. C. Ortega-Bustamante, W. Hasperué, D. H. Peluffo-Ordóñez, M. Paéz-Jaime, I. Marrufo-Rodríguez, P. Rosero-Montalvo et al.)....Pages 193-203
Some Considerations on the Role of Universities and Research Centers in EU-Funded Sustainable Mobility Projects (Francesco Bruzzone, Silvio Nocera)....Pages 204-217
A Preliminary Investigation of Machine Learning Approaches for Mobility Monitoring from Smartphone Data (Claudio Gallicchio, Alessio Micheli, Massimiliano Petri, Antonio Pratelli)....Pages 218-227
GOOD_GO: An Open-Source Platform to Incentive Urban Sustainable Mobility (Simone Giannecchini, Paolo Nepa, Alessio Rofi, Massimiliano Petri, Antonio Pratelli)....Pages 228-238
Development of a Tool for Control Loop Performance Assessment (Javier Jiménez-Cabas, Fabián Manrique-Morelos, Farid Meléndez-Pertuz, Andrés Torres-Carvajal, Jorge Cárdenas-Cabrera, Carlos Collazos-Morales et al.)....Pages 239-254
Mobility Impacts of the Second Phase of Covid-19: General Considerations and Regulation from Tuscany (Italy) and Kentucky (USA) (Irene Nicotra, Massimiliano Petri, Antonio Pratelli, Reginald R. Souleyrette, Teng (Alex) Wang)....Pages 255-268
Front Matter ....Pages 269-269
Model of Intelligent Massive Open Online Course Development (Gulmira Bekmanova, Assel Omarbekova, Zulfiya Kaderkeyeva, Altynbek Sharipbay)....Pages 271-281
Flexible Model for Organizing Blended and Distance Learning (Gulmira Bekmanova, Yerkin Ongarbayev)....Pages 282-292
Reshaping Higher Education with e-Studium, a 10-Years Capstone in Academic Computing (Valentina Franzoni, Simonetta Pallottelli, Alfredo Milani)....Pages 293-303
Front Matter ....Pages 305-305
BodyLock: Human Identity Recogniser App from Walking Activity Data (Karolis Kašys, Aurimas Dundulis, Mindaugas Vasiljevas, Rytis Maskeliūnas, Robertas Damaševičius)....Pages 307-319
An Intelligent Cache Management for Data Analysis at CMS (Mirco Tracolli, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga)....Pages 320-332
Software Defect Prediction on Unlabelled Datasets: A Comparative Study (Elisabetta Ronchieri, Marco Canaparo, Mauro Belgiovine)....Pages 333-353
Artificial Intelligence in Health Care: Predictive Analysis on Diabetes Using Machine Learning Algorithms (Shruti Wadhwa, Karuna Babber)....Pages 354-366
Learning to Classify Text Complexity for the Italian Language Using Support Vector Machines (Valentino Santucci, Luciana Forti, Filippo Santarelli, Stefania Spina, Alfredo Milani)....Pages 367-376
Front Matter ....Pages 377-377
Deep Learning for Blood Glucose Prediction: CNN vs LSTM (Touria El Idrissi, Ali Idri)....Pages 379-393
Reconsidering the Risk Society: Its Parameters and Repercussions Evaluated by a Statistical Model with Aspects of Different Social Sciences (Ahu Dereli Dursun)....Pages 394-409
Theory, Analyses and Predictions of Multifractal Formalism and Multifractal Modelling for Stroke Subtypes’ Classification (Yeliz Karaca, Dumitru Baleanu, Majaz Moonis, Yu-Dong Zhang)....Pages 410-425
Multifractional Gaussian Process Based on Self-similarity Modelling for MS Subgroups’ Clustering with Fuzzy C-Means (Yeliz Karaca, Dumitru Baleanu)....Pages 426-441
Decision Tree-Based Transdisciplinary Systems Modelling for Cognitive Status in Neurological Diseases (Yeliz Karaca, Elgiz Yılmaz Altuntaş)....Pages 442-457
Test Automation with the Gauge Framework: Experience and Best Practices (Vahid Garousi, Alper Buğra Keleş, Yunus Balaman, Zeynep Özdemir Güler)....Pages 458-470
Coupling an Agent-Based Model with a Mathematical Model of Rift Valley Fever for Studying the Impact of Animal Migrations on the Rift Valley Fever Transmission (Paul Python Ndekou Tandong, Papa Ibrahima Ndiaye, Alassane Bah, Dethie Dione, Jacques André Ndione)....Pages 471-485
Deep Learning Algorithms for Diagnosis of Breast Cancer with Maximum Likelihood Estimation (Mehmet Akif Cifci, Zafer Aslan)....Pages 486-502
Aeroacoustics Investigation of an Uncontrolled and a Controlled Backward-Facing Step with Large Eddy Simulation (Kamil Furkan Taner, Furkan Cosgun, Baha Zafer)....Pages 503-517
Front Matter ....Pages 519-519
Quantifying the Links Between Personality Sub-traits and the Basic Emotions (Ryan Donovan, Aoife Johnson, Aine deRoiste, Ruairi O’Reilly)....Pages 521-537
Method of Sentiment Preservation in the Kazakh-Turkish Machine Translation (Lena Zhetkenbay, Gulmira Bekmanova, Banu Yergesh, Altynbek Sharipbay)....Pages 538-549
Deep Convolutional and Recurrent Neural Networks for Emotion Recognition from Human Behaviors (James J. Deng, Clement H. C. Leung)....Pages 550-561
Exploring Negative Emotions to Preserve Social Distance in a Pandemic Emergency (Valentina Franzoni, Giulio Biondi, Alfredo Milani)....Pages 562-573
Front Matter ....Pages 575-575
A CPS-Based IIoT Architecture Using Level Diagnostics Model for Smart Factory (Byungjun Park, Jongpil Jeong)....Pages 577-587
A Hydraulic Condition Monitoring System Based on Convolutional BiLSTM Model (Kyutae Kim, Jongpil Jeong)....Pages 588-603
Bearing Fault Detection with a Deep Light Weight CNN (Jin Woo Oh, Jongpil Jeong)....Pages 604-612
Air Pollution Measurement Platform Based on LoRa and Blockchain for Industrial IoT Applications (Yohan Han, Jongpil Jeong)....Pages 613-622
Real-Time Inspection of Multi-sided Surface Defects Based on PANet Model (Yohan Han, Jongpil Jeong)....Pages 623-633
Estimation of Greenhouse Gas Emissions in Cement Manufacturing Process Through Blockchain and SSL Based IoT Data Analysis (Byeongseop Kim, Myungsoo Kim, Jongpil Jeong)....Pages 634-645
Non-intrusive Load Monitoring Based on Regularized ResNet with Multivariate Control Chart (Cheolhwan Oh, Jongpil Jeong)....Pages 646-661
Front Matter ....Pages 663-663
Estimating Air Pollution Related Solar Insolation Reduction in the Assessment of the Commercial and Industrial Rooftop Solar PV Potential (G. Fattoruso, M. Nocerino, G. Sorrentino, V. Manna, M. Fabbricino, G. Di Francia)....Pages 665-677
Front Matter ....Pages 679-679
Computer-Aided Geomorphic Seabed Classification and Habitat Mapping at Punta Licosa MPA, Southern Italy (Crescenzo Violante)....Pages 681-695
Comparison of Different Methods of Automated Landform Classification at the Drainage Basin Scale: Examples from the Southern Italy (Dario Gioia, Maria Danese, Mario Bentivenga, Eva Pescatore, Vincenzo Siervo, Salvatore Ivo Giano)....Pages 696-708
Tools for Semi-automated Landform Classification: A Comparison in the Basilicata Region (Southern Italy) (Salvatore Ivo Giano, Maria Danese, Dario Gioia, Eva Pescatore, Vincenzo Siervo, Mario Bentivenga)....Pages 709-722
High-Resolution LiDAR-Derived DEMs in Hydrografic Network Extraction and Short-Time Landscape Changes (Maurizio Lazzari)....Pages 723-737
Front Matter ....Pages 739-739
Evaluation of Pedestrians’ Behavior and Walking Infrastructure Based on Simulation (Tiziana Campisi, Socrates Basbas, Giovanni Tesoriere, Antonino Canale, Panagiotis Vaitsis, Dimitris Zeglis et al.)....Pages 741-753
The Evaluation of Home-School Itineraries to Improve Accessibility of a University Campus Trough Sustainable Transport Modes (Antonino Canale, Tiziana Campisi, Giovanni Tesoriere, Luigi Sanfilippo, Alberto Brignone)....Pages 754-769
Exploring the TTMS’s Impact to the Accessibility of a Long Distance Stretch Using Micro-simulation Approach (Tiziana Campisi, Giovanni Tesoriere, Luigi Sanfilippo, Alberto Brignone, Antonino Canale)....Pages 770-783
Understanding Willingness to Use Dockless Bike Sharing Systems Through Tree and Forest Analytics (Ioannis Politis, Ioannis Fyrogenis, Efthymis Papadopoulos, Anastasia Nikolaidou, Eleni Verani)....Pages 784-795
An Ordered Logit Model for Predicting the Willingness of Renting Micro Mobility in Urban Shared Streets: A Case Study in Palermo, Italy (Tiziana Campisi, Nurten Akgün, Giovanni Tesoriere)....Pages 796-808
Quantifying the Negative Impact of Interactions Between Users of Pedestrians-Cyclists Shared Use Space (Andreas Nikiforiadis, Socrates Basbas, Tiziana Campisi, Giovanni Tesoriere, Marina Iliana Garyfalou, Iasonas Meintanis et al.)....Pages 809-818
Shared Mobility and Last-Mile Connectivity to Metro Public Transport: Survey Design Aspects for Determining Willingness for Intermodal Ridesharing in Athens (Alexandros Deloukas, Georgios Georgiadis, Panagiotis Papaioannou)....Pages 819-835
The Benefit of Engage the “Crowd” Encouraging a Bottom-up Approach for Shared Mobility Rating (Giovanni Tesoriere, Tiziana Campisi)....Pages 836-850
i-CHANGE: A Platform for Managing Dockless Bike Sharing Systems (Lazaros Apostolidis, Symeon Papadopoulos, Maria Liatsikou, Ioannis Fyrogenis, Efthymis Papadopoulos, George Keikoglou et al.)....Pages 851-867
Bivariate Analysis of the Influencing Factors of the Upcoming Personal Mobility Vehicles (PMVs) in Palermo (Tiziana Campisi, Kh Md Nahiduzzaman, Dario Ticali, Giovanni Tesoriere)....Pages 868-881
Understanding the Key Factors of Shared Mobility Services: Palermo as a Case Study (Alessandro Emilio Capodici, Gabriele D’Orso, Marco Migliore)....Pages 882-895
Front Matter ....Pages 897-897
Typological Inventory of Residential Reinforced Concrete Buildings for the City of Potenza (Amedeo Flora, Chiara Iacovino, Donatello Cardone, Marco Vona)....Pages 899-913
Defining a Masonry Building Inventory for the City of Potenza (Chiara Iacovino, Amedeo Flora, Donatello Cardone, Marco Vona)....Pages 914-927
A Model to Mitigate the Peripheralization Risk at Urban Scale (Gerundo Roberto, Nesticò Antonio, Marra Alessandra, Carotenuto Maria)....Pages 928-939
Changing from the Emergency Plan to the Resilience Plan: A Novel Approach to Civil Protection and Urban Planning (Marco Vona)....Pages 940-949
Local Geology and Seismic-Induced Damages: The Case of Amatrice (Central Italy) (Sergio Cappucci, Giacomo Buffarini, Ludovica Giordano, Salomon Hailemikael, Guido Martini, Maurizio Pollino)....Pages 950-962
Optimization of Low-Cost Monitoring Systems for On-Site Earthquake Early-Warning of Critical Infrastructures (Antonino D’Alessandro, Salvatore Scudero, Giovanni Vitale, Andrea Di Benedetto, Giosuè Lo Bosco)....Pages 963-975
Front Matter ....Pages 977-977
Industry 4.0 Briefcase: An Innovative Engineering Outreach Project for Professions of the Future (Mustafa M. Inceoglu, Birol Ciloglugil)....Pages 979-988
Investigating the Effect of a Mobile Learning Application for Graph Theory Education on Academic Performance (Birol Ciloglugil, Mustafa Murat Inceoglu)....Pages 989-1000
Back Matter ....Pages 1001-1003