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High-Performance Computing of Big Data for Turbulence and Combustion [[electronic resource] /] / edited by Sergio Pirozzoli, Tapan K. Sengupta
| High-Performance Computing of Big Data for Turbulence and Combustion [[electronic resource] /] / edited by Sergio Pirozzoli, Tapan K. Sengupta |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (257 pages) : illustrations |
| Disciplina | 532.0527 |
| Collana | CISM International Centre for Mechanical Sciences, Courses and Lectures |
| Soggetto topico |
Fluid mechanics
Big data Engineering—Data processing Engineering Fluid Dynamics Big Data Data Engineering |
| ISBN | 3-030-17012-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Focusing Phenomenon in Numerical Solution of Two-Dimensional Navier-Stokes Equation -- Space-Time Resolution for Transitional and Turbulent Flows -- Finite Difference Methods for Incompressible and Compressible Turbulence -- Physical and Numerical Instabilities in Simulations of Re-acting and non-Reacting Flows -- Low-Rank Approximation of Multidimensional Data. |
| Record Nr. | UNINA-9910337622403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Information and Communication Technologies of Ecuador (TIC.EC) [[electronic resource] /] / edited by Efrain Fosenca C, Germania Rodríguez Morales, Marcos Orellana Cordero, Miguel Botto-Tobar, Esteban Crespo Martínez, Andrés Patiño León
| Information and Communication Technologies of Ecuador (TIC.EC) [[electronic resource] /] / edited by Efrain Fosenca C, Germania Rodríguez Morales, Marcos Orellana Cordero, Miguel Botto-Tobar, Esteban Crespo Martínez, Andrés Patiño León |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xiii, 288 pages) : illustrations |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Engineering—Data processing Computational Intelligence Data Engineering |
| ISBN | 3-030-35740-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Hearing loss and its association with clinical practice at dental university students through mobile APP: a longitudinal study -- A Bayesian network approach to identity climate teleconnections within homogeneous precipitation regions in Ecuador -- Design and implementation of an automatic system for the monitoring and monitoring of a prototype refrigeration plant with parallel compressors. |
| Record Nr. | UNINA-9910483567603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Systems for Intelligent Systems [[electronic resource] ] : Proceedings of ISBM 2022 / / edited by Chakchai So-In, Narendra D. Londhe, Nityesh Bhatt, Meelis Kitsing
| Information Systems for Intelligent Systems [[electronic resource] ] : Proceedings of ISBM 2022 / / edited by Chakchai So-In, Narendra D. Londhe, Nityesh Bhatt, Meelis Kitsing |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (649 pages) |
| Disciplina | 006.3 |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Engineering—Data processing
Business information services Artificial intelligence Data Engineering Business Information Systems Artificial Intelligence IT in Business |
| ISBN | 981-19-7447-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Social Media as Communication-Transformation Tools -- Bi directional DC-DC converter-based Energy Storage Method for Electric Vehicles -- Design of Smart Irrigation System in Sone Command Area Bihar for Paddy Crop -- A Footstep to Image Deconvolution Technique for the both Known and Unknown Blur Parameter -- Secured Monitoring of Unauthorized UAV by Surveillance Drone Using NS2. |
| Record Nr. | UNINA-9910767584803321 |
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Technology and Systems [[electronic resource] ] : ICITS 2023, Volume 1 / / edited by Álvaro Rocha, Carlos Ferrás, Waldo Ibarra
| Information Technology and Systems [[electronic resource] ] : ICITS 2023, Volume 1 / / edited by Álvaro Rocha, Carlos Ferrás, Waldo Ibarra |
| Autore | Rocha Álvaro |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (633 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
FerrásCarlos
IbarraWaldo |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Engineering—Data processing Application software Computational Intelligence Data Engineering Computer and Information Systems Applications |
| ISBN | 3-031-33258-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- Big Data Analytics and Applications -- On the Use of Parallel Architectures in DNA Methylation Analysis -- 1 Introduction -- 2 Sample Alignment and Methylation Status Inference -- 3 Detection of Differentially Methylated Regions (DMRs) -- 4 Artificial Intelligence for Methylation Analysis -- 5 Conclusions -- References -- Automation for IBNR Provision Using Power BI and Excel -- 1 Introduction -- 1.1 Generalities -- 2 Methodology -- 3 Results -- 4 Conclusions -- References -- Visualizing the Risks of De-anonymization in High-Dimensional Data -- 1 Introduction -- 2 Related Work and Contribution -- 3 Methods -- 3.1 k-Anonymity -- 3.2 l-Diversity -- 3.3 Spatiotemporal Data Anonymity -- 3.4 Textual Data Anonymity -- 3.5 Financial Transactions Data Anonymity -- 3.6 Aggregation-Based Data Anonymity -- 4 Application -- 5 Conclusion and Future Work -- References -- Computer Networks, Mobility and Pervasive Systems -- Wireless Mesh for Schools in the Emberá Comarca -- 1 Introduction -- 2 Methodology -- 3 Internet Connections -- 4 Why Mesh Networks? -- 5 Model -- 6 Conclusions -- 7 Future Work -- References -- Implementation of a 2.4 GHz Biquad Antenna for a Microwave and Antenna Laboratory -- 1 Introduction -- 2 Development -- 3 Results -- 4 Conclusions -- References -- TaguaSpot: A Versatile Radio Access Networks Design for the Integration of Indigenous Communities to the Information Society -- 1 Introduction -- 2 Connectivity Challenges in Indigenous Communities -- 2.1 The Ella Puru Community, a Case Study -- 2.2 Potential Project Risks -- 2.3 Potential Benefits -- 3 Design Requirements of a Versatile Access Network for Indigenous Communities -- 3.1 Requirements -- 3.2 Design Considerations -- 4 TaguaSpot High-Level Design -- 5 Conclusions -- References -- Ethics, Computers and Security.
Vulnerability Analysis in the Business Organization -- 1 Introduction -- 2 Methodology -- 2.1 Vulnerability Analysis Tools -- 2.2 Vulnerability Analysis Process -- 2.3 Environment Description -- 3 Results -- 3.1 Lifetime of Vulnerability in the Information System -- 4 Conclusions -- References -- Information Security: Identification of Risk Factors Through Social Engineering -- 1 Introduction -- 2 Risk Factors for Social Engineering Attacks -- 2.1 Computational Techniques for Social Engineering -- 2.2 Non-computational Techniques for Social Engineering -- 3 Methodology -- 3.1 Social Engineering Attack Vectors -- 4 Results -- 5 Techniques to Prevent Social Engineering Attacks -- 6 Conclusion -- References -- The Information Security Function and the CISO in Colombia: 2010-2020 -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Research Instrument -- 3.2 Sample -- 4 Results -- 4.1 Function of the Information Security Area and Role of the Professional -- 4.2 Evolution of the Information Security Professional Profile -- 5 Discussion -- 5.1 Security Function, Steadily Growing -- 5.2 Cybersecurity Professional Profile, a Path of Experience and Expansion -- 6 Conclusions -- References -- Privacy and Cyber-Security Using Information Systems: A Proposal for Knowledge, Skills, and Attitudes -- 1 Introduction -- 2 Background -- 3 Methodology -- 4 Results and Discussions -- 5 Future Work -- 6 Conclusions -- References -- A Case Study of a Privacy-Invading Browser Extension -- 1 Introduction -- 2 The Attack Scenario -- 3 Implementation -- 4 Discussion -- 5 Conclusion -- References -- Human-Computer Interaction -- An Animatronic Robot to Provide Therapeutic Support to Preschool Children Attending Medical Consultations -- 1 Introduction -- 2 Related Work -- 3 System Architecture -- 4 Movement Control System -- 5 Experimentation and Results. 5.1 Structural Analysis -- 6 Conclusions -- References -- Evaluating the Engagement by Design Methodology in Crowdsourcing Initiatives -- 1 Introduction -- 2 Related Works -- 3 Engagement by Design Cards -- 4 Application of the Engagement by Design Methodology -- 5 Analysis of Cards Choice -- 6 Evaluation of Ideas Generated by the Engagement by Design Methodology -- 6.1 Results -- 7 Lessons Learned -- 8 Conclusion -- References -- Applying Semiotic Engineering in Game Pre-production to Promote Reflection on Player Privacy -- 1 Introduction -- 2 Theoretical Foundation -- 2.1 Semiotic Engineering -- 2.2 Game Development -- 2.3 Privacy in Games -- 3 Rationale for Using Semiotic Engineering -- 4 Proposed Approach -- 4.1 Guiding Questions to Reflect on Privacy -- 4.2 Example of How to Answer the Questions -- 5 Final Remarks and Future Work -- References -- The Consumer Influence of Digital Coupon Distribution Through a Referral Program -- 1 Introduction -- 2 Literature Review -- 2.1 Sales Promotion and Digital Coupon -- 2.2 Referral Program -- 2.3 Consumer Perception: Principles of Influence and Decision-Making -- 3 Methodology -- 3.1 Research Question and Hypotheses -- 3.2 Methodology, Variables, Data and Sample -- 3.3 Study Context and Procedures -- 3.4 Data, Factor, Reliability Analysis and Anova -- 3.5 Results -- 4 Conclusions -- 4.1 Final Considerations, Scientific and Managerial Contributions -- 4.2 Limitations and Future Research -- References -- Digital Travel - A Study of Travellers' Views of a Digital Visit to Mexico -- 1 Introduction -- 2 Methods and Focus: A Digital Visit to Mexico -- 2.1 Characteristics of the Participants and the Survey -- 2.2 Visiting Mexico in Forza Horizon 5 -- 3 Data Analysis and Results -- 4 Discussion -- References -- Health Informatics -- Medical Entities Extraction with Metamap and cTAKES from Spanish Texts. 1 Introduction -- 1.1 UMLS -- 1.2 Metamap -- 1.3 cTAKES -- 2 Methodology -- 3 Results -- 4 Comparison of Metamap and cTAKES -- 5 Conclusion -- References -- Health Records Management in Trust Model Blockchain-Based -- 1 Introduction -- 2 State of the Art -- 2.1 Blockchain Technology -- 2.2 Health Records Concepts -- 3 Related Work -- 4 Methodology -- 5 Proposed Trust Model -- 6 Conclusion -- References -- Digital Transformation and Adoption of Electronic Health Records: Critical Success Factors -- 1 Introduction -- 2 Background -- 2.1 Digital Transformation and Electronic Health Records -- 2.2 Latin America and the Caribbean, and Barriers to EHR Adoption -- 3 Proposal -- 3.1 Critical Success Factors (CSFs) for Evaluating the Conditions for Health Services -- 3.2 Configuration of CSF to EHR Adoption -- 3.3 Operationalization of the CSFs -- 4 Towards the Evaluation and Application of the CSFs -- 4.1 Case Study -- 5 Conclusions -- References -- Comorbidity Analysis in the Mexican Population Affected by SARS-CoV2 -- 1 Introduction -- 1.1 Data Acquisition -- 1.2 Data Processing -- 2 Affectation Index -- 3 Comorbidity Statistics -- 4 Conclusions -- References -- Practical Guidelines for Developing Secure FHIR Applications -- 1 Introduction -- 1.1 Motivation -- 1.2 FHIR Standard and Security -- 1.3 The Security Challenge of FHIR API Based Applications -- 2 Methods and Materials -- 2.1 Guidelines -- 2.2 Testing -- 3 Results -- 3.1 Guidelines -- 3.2 Testing -- 4 Discussion -- References -- Intelligent System to Provide Support in the Analysis of Colposcopy Images Based on Artificial Vision and Deep Learning: A First Approach for Rural Environments in Ecuador -- 1 Introduction -- 2 Related Work -- 3 System Architecture -- 4 Pilot Experiment and Preliminary Results -- 4.1 Training the Neural Network. 4.2 Measurement of Perception of the Mobile Application and the Web Application -- 5 Conclusions -- References -- Comparison of Transfer Learning vs. Hyperparameter Tuning to Improve Neural Networks Precision in the Early Detection of Pneumonia in Chest X-Rays -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 CNN Architecture -- 3.2 VGGNet -- 3.3 ResNet -- 3.4 MobileNet -- 3.5 Hyperparameter Tuning -- 4 Experiment and Preliminary Results -- 5 Conclusion -- References -- A Smart Mirror Based on Computer Vision and Deep Learning to Support the Learning of Sexual Violence Prevention and Self-care Health in Youth with Intellectual Disabilities -- 1 Introduction -- 2 Related Work -- 3 System Architecture -- 4 Experimentation and Results -- 5 Conclusions -- References -- Intelligent and Decision Support Systems -- Weight Prediction of a Beehive Using Bi-LSTM Network -- 1 Introduction -- 2 Database -- 2.1 LSTM Network -- 2.2 Bi-LSTM Network -- 2.3 Performance Measures -- 2.4 Bi-LSTM Configuration -- 3 Results and Discussion -- 4 Conclusions -- References -- Criteria Selection and Decision-Making Support in IT Governance: A Study via Fuzzy AHP Applied to a Multi-institutional Consortium -- 1 Introduction -- 2 Theoretical Reference -- 3 Methodology -- 3.1 Business Analysis -- 3.2 Preparation -- 3.3 Application of the Questionnaire for Data Collection -- 3.4 Fuzzy AHP Application-Results -- 4 Application of the Methodology -- 4.1 Selection of Criteria and Alternative -- 4.2 Application of Fuzzy AHP -- 5 Conclusions -- References -- Machine Learning Model Optimization for Energy Efficiency Prediction in Buildings Using XGBoost -- 1 Introduction -- 2 Methodology -- 2.1 Data Ingestion -- 2.2 Data Pre-processing -- 2.3 Building the Model -- 2.4 Model Tuning -- 3 Results -- 4 Discussion -- 5 Conclusion -- References. Analysis of the Azores Accommodation Offer in Booking.Com Using an Unsupervised Learning Approach. |
| Record Nr. | UNINA-9910734862803321 |
Rocha Álvaro
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Information Technology and Systems [[electronic resource] ] : ICITS 2023, Volume 2 / / edited by Álvaro Rocha, Carlos Ferrás, Waldo Ibarra
| Information Technology and Systems [[electronic resource] ] : ICITS 2023, Volume 2 / / edited by Álvaro Rocha, Carlos Ferrás, Waldo Ibarra |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (553 pages) |
| Disciplina | 354.81150006 |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Engineering - Data processing Application software Computational Intelligence Data Engineering Computer and Information Systems Applications |
| ISBN | 3-031-33261-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- Information Technologies in Education -- The Application of Multi-integration Teaching Mode Based on Cloud Computing in Computer Professional Teaching -- 1 Introduction -- 2 Cloud Computing -- 2.1 Cloud Computing Concept -- 2.2 Analysis of Cloud Computing Model -- 2.3 Teaching Platform Architecture Based on Cloud Computing -- 3 Multi-Integration Teaching Mode -- 4 Multi-integration Teaching Mode Based on Cloud Computing -- 4.1 Construction of Multi-integration Teaching Model Based on Cloud Computing -- 4.2 Teaching Scheme of "Principles of Computer Organization" -- 4.3 Construct Cloud Computing Platform Model Under the Multi-Integrated Teaching Mode -- 5 Teaching Plan Implementation and Experimental Results -- 5.1 Implementation of the Teaching Plan -- 5.2 Experimental Results -- 6 Conclusions -- References -- Impact of Fourth Industrial Revolution-Related Technologies on Higher Education -- 1 Introduction -- 1.1 Evolution of Education 1.0 to Education 4.0 -- 1.2 Overview of Relevant Works -- 2 Methodology -- 2.1 Survey-Based on Open-Ended Questionnaires -- 2.2 Survey-Based on Closed-Ended Questionnaires -- 3 Results -- 3.1 Closed-Ended Survey Questionnaires-Based Results -- 3.2 Closed-Ended Survey Questionnaires-Based Results -- 4 Discussion and Conclusions -- References -- Improving Student Placement in Schools: The Case of a School Group in Portugal -- 1 Introduction -- 2 Sorting Criteria Explained -- 3 Implementation -- 3.1 Obtaining Data Automatically -- 3.2 Sorting and Distribution of Students -- 3.3 Exporting Results -- 4 Evaluation -- 4.1 Last Minute Enrollments -- 4.2 Fine Tuning of the Results -- 5 Conclusion and Future Work -- References -- Intelligent Tutoring System for Teaching and Learning Mathematics -- 1 Introduction -- 2 Related Works -- 2.1 Methods or Strategies in the Teaching of Mathematics.
2.2 Adaptive Learning -- 2.3 Intelligent Tutorial Systems -- 2.4 Intelligent Tutoring Systems for the Teaching and Learning of Mathematics -- 2.5 Authoring Tools for Cognitive Tutoring (Cognitive Tutor Authoring Tools - CETAT) -- 3 Methodology -- 4 Results -- 5 Conclusions -- References -- A Serious Game for Recycling Education in Peruvian Children -- 1 Introduction -- 2 Theoretical Foundations -- 2.1 Recycling -- 2.2 Serious Games -- 2.3 MDA Framework -- 3 Serious Game Design -- 3.1 Collection Module -- 3.2 Sorting Module -- 3.3 Usage Recognition Module -- 4 Results -- 4.1 Experimental Design -- 4.2 Results -- 5 Conclusions -- References -- University Degree Completion as an Indicator of Effective Institutional Quality Management in Higher Education -- 1 Introduction -- 2 Literature Review -- 2.1 Critical Factors of the Degree Process. -- 2.2 University Dropout and Retention and Its Impact on Degree Completion -- 2.3 Timely Graduation -- 2.4 Tuition-Free Higher Education in Chile -- 3 Materials and Methods -- 4 Results -- 4.1 Statistical Results of the Analyzed Models -- 5 Conclusions -- References -- Scientific Research and Writing Skills in Engineering Students -- 1 Introduction -- 2 Methodology -- 2.1 Objective -- 2.2 Design and Participants -- 2.3 Instrument -- 2.4 Procedure -- 2.5 Data Analysis -- 3 Results -- 4 Discussion and Conclusions -- References -- Topic Modelling for Automatically Identification of Relevant Concepts Discussed in Academic Documents -- 1 Introduction -- 2 Related Work -- 3 Proposed Work -- 3.1 Dataset -- 3.2 Methods -- 3.3 Topic Modeling on the Curriculum Literature -- 4 Experimental Results and Discussion -- 4.1 Topic Modeling: Selecting Topic Terms -- 4.2 Topic Modeling: Visualization -- 5 Discussion -- 6 Conclusion -- References. Covariational Reasoning in an Approach to the Concept of Definite Integral Using GeoGebra Within an Economic Context -- 1 Introduction -- 2 Theoretical Framework -- 3 Methods and Procedures -- 4 Analysis -- 5 Discussion -- 6 Conclusions -- References -- The Mobile Application in Learning for People with Special Hearing Capabilities -- 1 Introduction -- 2 State of the Art -- 3 Methodology -- 3.1 Analysis -- 3.2 Design -- 3.3 Development -- 3.4 Implementation -- 3.5 Evaluation -- 4 Results -- 5 Conclusions and Future Works -- References -- Localizing a Mathematics Tutoring System to Spanish in Latin-America -- 1 Introduction -- 2 MathSpring/CultivandoMatemáticas -- 3 Method -- 3.1 Implementation of Bilingualism in MathSpring -- 3.2 Participants -- 3.3 Measures to Answer the Research Question -- 3.4 Procedure -- 4 Results -- 4.1 Impact on Mathematics Problem Solving Ability -- 4.2 Impact on Students' Motivation: Perseverance and Passion for Long-Term Goals -- 5 Discussion and Conclusions -- References -- Educational Data Mining to Forecast Essay Score. A Case Study About ENEM -- 1 Introduction -- 2 Fundamental Concepts -- 2.1 Regression Algorithms Based on Machine Learning -- 2.2 Educational Data Mining -- 2.3 ENEM -- 3 Related Works -- 4 Materials and Methods -- 4.1 Database -- 4.2 Pre-Processing -- 4.3 Algorithms -- 5 Results -- 5.1 Configuration 1 -- 5.2 Configuration 2 -- 5.3 Configuration 3 -- 5.4 Configuration 4 -- 6 Discussion -- 7 Conclusion -- References -- The Impact of Digital Game Narratives on Environmental Awareness: An Efficiency Assessment of Game Narratives Created by Young Adults -- 1 Introduction -- 2 Use of Narratives in Digital Game-Based Learning -- 2.1 Characteristics that Provide the Efficiency of Digital Game Narratives -- 3 Method -- 3.1 Material -- 3.2 Structuring of Activities -- 3.3 Data Collection -- 3.4 Data Analysis. 4 Results -- 4.1 Rules -- 4.2 Actions -- 4.3 Characters -- 4.4 Intrinsic Fantasy -- 5 Discussion -- 6 Conclusion -- References -- Hybrid PBL and Learnability for Computer Science and Multimedia Degrees: How to Trigger Soft Skills Strategies for Personal and Professional Development? -- 1 Introduction -- 2 Literature Review -- 3 Methodological Environment -- 4 Findings -- 5 Final Notes -- References -- Mobile Learning and English Reading Abilities in Postgraduate Students -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion and Conclusions -- References -- Overcoming Knowledge Blind Spots and Enhancing Peripheral Vision Through Unlearning Processes -- 1 Introduction -- 2 Different Types of Blind Spots -- 3 Avoiding Weak Signals Created by Blind Spots -- 4 Concluding Remarks -- 5 Conclusions -- References -- Media, Applied Technology and Communication -- Applying Machine Learning Techniques to Box Office Forecasting -- 1 Introduction -- 2 Fundamental Concepts -- 2.1 The Film Industry -- 2.2 Supervised Machine Learning -- 3 Related Works -- 4 Methods and Materials -- 4.1 Databases -- 4.2 Pre-Processing -- 4.3 Training and Testing -- 5 Results and Discussion -- 5.1 Without the First Week Information -- 5.2 With Information from the First Week -- 5.3 Parameter Optimization -- 6 Hypothesis Test -- 7 Conclusion -- References -- Attitudes, Use, and Knowledge of ICT and Student Satisfaction as Predictors of the Level of Learning Achievement -- 1 Introduction -- 1.1 Attitude Towards ICT -- 1.2 Knowledge of ICT -- 1.3 Use of ICT -- 1.4 Satisfaction with ICT -- 1.5 Academic Performance -- 2 Methodology -- 3 Results -- 4 Conclusions -- References -- Influential Factors in Extraversion Mediated by Reputation in Social Networks in University Students -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Conclusions -- References. Machine Learning for the Strengthening of Ecuadorian Sign Language Communication -- 1 Introduction -- 1.1 Background -- 2 Methodology -- 2.1 Communication Needs of Students with Hearing Disabilities -- 2.2 Pictographic System for Students with Hearing Disabilities -- 2.3 Development of the Mobile Application -- 2.4 Application with Machine Learning -- 3 Results -- 3.1 Validation of the Proposal -- 3.2 Validation of Hypotheses -- 4 Discussion -- 5 Conclusion -- References -- Organizational Models and Information Systems -- Towards the Evaluation and Continuous Evolution of Open Government Data Portals: A Framework Proposal -- 1 Introduction -- 2 Material and Methods -- 2.1 Theoretical Reference -- 2.2 Our Preliminary Framework -- 3 Applying Our Framework -- 3.1 Development - Constructing Sources of Information -- 3.2 Tasks Executed by User -- 4 Conclusions and Future Work -- References -- IT Governance in Brazilian Public Healthcare Sector -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Perspective: Business Growth -- 3.2 Perspective: IT Costs -- 3.3 Perspective: IT Resources -- 3.4 Perspective: Transparency -- 3.5 Perspective: Society -- 4 Conclusions -- References -- Virtual Learning Networks in the Learning of a Foreign Language: Remote Education Perspectives -- 1 Introduction -- 2 Method -- 2.1 Design of the Study -- 2.2 Population and Sample -- 2.3 Techniques for Data Analysis -- 2.4 Measurement Scale -- 2.5 Instrument Reliability -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Understanding the Success Factors of Research Software: Interviews with Brazilian Computer Science Academic Researchers -- 1 Introduction -- 2 Related Works -- 3 Method -- 3.1 Study Design -- 3.2 Data Collection -- 3.3 Data Analysis -- 4 Results -- 4.1 Respondents' Demographics. 4.2 What are the Factors that Make an Academic Initiative a Success (RQ1)?. |
| Record Nr. | UNINA-9910739485003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Technology and Systems [[electronic resource] ] : Proceedings of ICITS 2020 / / edited by Álvaro Rocha, Carlos Ferrás, Carlos Enrique Montenegro Marin, Víctor Hugo Medina García
| Information Technology and Systems [[electronic resource] ] : Proceedings of ICITS 2020 / / edited by Álvaro Rocha, Carlos Ferrás, Carlos Enrique Montenegro Marin, Víctor Hugo Medina García |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XIX, 732 p. 249 illus., 193 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Engineering—Data processing Application software Computational Intelligence Data Engineering Information Systems Applications (incl. Internet) |
| ISBN | 3-030-40690-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Review of information systems with technological development for tourism planning with an emphasis on host communities -- A Systematic Review on IoT and E-services Co-Production -- Conceptual Framework for Social Media Usage in Public Services – An Indian Perspective -- Extending Persuasive System Design Frameworks: an Exploratory Study -- A new mathematical model for the vehicle routing problem with backhauls and time windows -- Using Architecture Patterns in the Conceptual Model of an eGov Software. |
| Record Nr. | UNINA-9910484792403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Technology, Systems Research, and Computational Physics [[electronic resource] /] / edited by Piotr Kulczycki, Janusz Kacprzyk, László T. Kóczy, Radko Mesiar, Rafal Wisniewski
| Information Technology, Systems Research, and Computational Physics [[electronic resource] /] / edited by Piotr Kulczycki, Janusz Kacprzyk, László T. Kóczy, Radko Mesiar, Rafal Wisniewski |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (391 pages) |
| Disciplina | 530.0285 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Engineering—Data processing Physics Computational Intelligence Data Engineering Numerical and Computational Physics, Simulation |
| ISBN | 3-030-18058-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483118703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Innovations in Machine and Deep Learning [[electronic resource] ] : Case Studies and Applications / / edited by Gilberto Rivera, Alejandro Rosete, Bernabé Dorronsoro, Nelson Rangel-Valdez
| Innovations in Machine and Deep Learning [[electronic resource] ] : Case Studies and Applications / / edited by Gilberto Rivera, Alejandro Rosete, Bernabé Dorronsoro, Nelson Rangel-Valdez |
| Autore | Rivera Gilberto |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (506 pages) |
| Disciplina | 620.00285 |
| Altri autori (Persone) |
RoseteAlejandro
DorronsoroBernabé Rangel-ValdezNelson |
| Collana | Studies in Big Data |
| Soggetto topico |
Engineering - Data processing
Computational intelligence Big data Data Engineering Computational Intelligence Big Data |
| ISBN | 3-031-40688-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- Analytics-Oriented Applications -- Recursive Multi-step Time-Series Forecasting for Residual-Feedback Artificial Neural Networks: A Survey -- 1 Introduction -- 2 Residual-Feedback ANNs: A Systematic Review -- 2.1 Systematic Review Planning and Execution -- 2.2 Overview of the Systematic Review Findings -- 3 The Existing Recursive Multi-step Forecast Strategy Solution -- 4 Limitation -- 5 Conclusions and Future Works -- References -- Feature Selection: Traditional and Wrapping Techniques with Tabu Search -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Data Description -- 3.2 Entropy-Based Feature Selection -- 3.3 Feature Selection Using Principal Component Analysis -- 3.4 Correlation-Based Feature Selection -- 4 Tabu Search -- 4.1 Initial Solution -- 4.2 Neighborhood -- 4.3 Objective Function -- 4.4 Memory Structures -- 5 Results -- 6 Discussion -- 7 Conclusions and Future Work -- References -- Pattern Classification with Holographic Neural Networks: A New Tool for Feature Selection -- 1 Introduction -- 2 Holographic Neural Networks -- 2.1 Basic Theory -- 2.2 Learning and Prediction Methods -- 2.3 red Explainability and Optimization of Holographic Models -- 3 Feature Selection with Holographic Neural Neworks -- 3.1 Previous Works -- 3.2 Pythagorean Membership Grades -- 4 Pattern Classification -- 4.1 Iris Dataset -- 4.2 red NIPS Feature Selection Challenge -- 5 red Conclusions and Future Works -- References -- Reusability Analysis of K-Nearest Neighbors Variants for Classification Models -- 1 Introduction -- 2 The K-Nearest Neighbors Algorithm -- 3 The Parameter K -- 4 Closeness Metrics -- 5 Analysis of KNN Variants -- 5.1 Heuristics for Class Assignment -- 5.2 Reduction of Dataset Records -- 5.3 Estimation of Dataset Variables -- 5.4 Discussion -- 6 Conclusions -- References.
Speech Emotion Recognition Using Deep CNNs Trained on Log-Frequency Spectrograms -- 1 Introduction -- 2 Literature Survey -- 2.1 Motivation -- 2.2 Contributions -- 3 Proposed Methodology -- 3.1 Data Augmentation -- 3.2 Extraction of Log-Frequency Spectrograms -- 3.3 Motivation Behind Using Spectrograms -- 3.4 Log-Frequency Spectrogram Extraction -- 3.5 Understanding What a Spectrogram Conveys -- 4 The Deep Convolutional Neural Network -- 4.1 Architecture -- 4.2 Training -- 5 Observations -- 5.1 Dataset Used -- 5.2 Performance Metrics Used -- 5.3 Results Obtained -- 5.4 Comparison Study -- 6 Conclusion -- References -- Text Classifier of Sensationalist Headlines in Spanish Using BERT-Based Models -- 1 Introduction -- 2 Background -- 2.1 Sensationalism -- 2.2 BERT-Based Models -- 3 Related Work -- 4 Dataset and Methods -- 4.1 Data Gathering and Data Labeling -- 4.2 Data Analysis -- 4.3 Model Generation and Fine-Tuning -- 5 Results -- 6 Conclusion -- References -- Arabic Question-Answering System Based on Deep Learning Models -- 1 Introduction -- 2 Natural Language Processing (NLP) -- 2.1 Difficulties in NLP -- 2.2 Natural Language Processing Phases -- 3 Question Answer System -- 3.1 Usage Deep Learning Models in Questions Answering System -- 3.2 Different Questions Based on Bloom's Taxonomy -- 3.3 Question-Answering System Based on Types -- 3.4 Wh-Type Questions (What, Which, When, Who) -- 4 List-Based Questions -- 5 Yes/No Questions -- 6 Causal Questions [Why or How] -- 7 Hypothetical Questions -- 8 Complex Questions -- 8.1 Question Answering System Issues -- 9 Arabic Language Overview -- 9.1 Arabic Language Challenges -- 10 Related Work -- 11 Proposed Methodology -- 11.1 Recurrent Neural Networks (RNNs) -- 11.2 Long Short-Term Memory (LSTM) -- 11.3 Gated Recurrent Unit (GRU) -- 12 Prepare the Dataset -- 12.1 Collecting Data -- 13 Data Preprocessing. 14 Results and Discussion -- 15 Conclusion and Future Work -- References -- Healthcare-Oriented Applications -- Machine and Deep Learning Algorithms for ADHD Detection: A Review -- 1 Introduction -- 2 Research Methodology -- 3 Related Work -- 3.1 Machine Learning Approaches -- 3.2 Deep Learning Approaches -- 4 Approaches for ADHD Detection Using AI Algorithms -- 4.1 Machine Learning-Based Approaches -- 4.2 Deep Learning-Based Approaches -- 5 Datasets for ADHD Detection -- 5.1 Hyperaktiv -- 5.2 Working Memory and Reward in Children with and Without ADHD -- 5.3 Working Memory and Reward in Adults -- 5.4 Eeg Data for ADHD -- 6 Machine Learning and Deep Learning Classifiers for ADHD Detection -- 7 Trends and Challenges -- 7.1 New Types of Sensors or Biosensors -- 7.2 Multi-Modal Detection and/or Diagnosis of ADHD -- 7.3 The Use of Biomarkers as Variables for Diagnosis -- 7.4 Interpretability -- 7.5 Building of Standardized and Accurate Public Datasets -- 7.6 Different Classification Techniques -- 8 Conclusion -- References -- Mosquito on Human Skin Classification Using Deep Learning -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Dataset Description -- 3.2 Deep Convolutional Neural Networks and Transfer Learning -- 3.3 Hyperparameter Tuning -- 3.4 Proposed Workflow -- 4 Experiments and Results -- 5 Conclusion and Future Work -- References -- Analysis and Interpretation of Deep Convolutional Features Using Self-organizing Maps -- 1 Introduction -- 2 Materials -- 2.1 Convolutional Neural Networks -- 2.2 Self-organizing Maps -- 3 Proposed Method -- 3.1 Stage A: Training of CNN -- 3.2 Stage B: Extraction of Features -- 3.3 Stage C: SOM Training -- 3.4 Stage D: Analysis and Interpretation -- 4 Application Example -- 4.1 Experimental Setup -- 4.2 Result Analysis -- 5 Conclusions -- References. A Hybrid Deep Learning-Based Approach for Human Activity Recognition Using Wearable Sensors -- 1 Introduction -- 2 Literature Analysis -- 3 OPPORTUNITY Dataset -- 4 MHEALTH Dataset -- 5 HARTH Dataset -- 6 Materials and Methods -- 6.1 Some Preliminaries -- 6.2 Basic Architecture of CNN -- 7 Long-Short Term Memory (LSTM) -- 7.1 Working Principle of LSTM -- 8 Proposed Model Architecture -- 9 Dataset Description -- 9.1 MHEALTH Dataset -- 9.2 OPPORTUNITY Dataset -- 9.3 HARTH Dataset -- 10 Experimental Results -- 10.1 Evaluation Metrics Used -- 10.2 Results Analysis on MHEALTH Dataset -- 10.3 Results Analysis on OPPORTUNITY Dataset -- 10.4 Results Analysis on HARTH Dataset -- 10.5 Result Summary and Comparison -- 11 Conclusion and Future Works -- References -- Predirol: Predicting Cholesterol Saturation Levels Using Big Data, Logistic Regression, and Dissipative Particle Dynamics Simulation -- 1 Introduction -- 2 Related Works -- 2.1 Models for the Simulation of Fluids -- 2.2 Data Mining Application for Prevention of Cardiovascular Diseases -- 2.3 Comparative Analysis -- 3 PREDIROL Architecture -- 3.1 Big Data Model -- 3.2 Cholesterol Saturation Level Prediction Module -- 3.3 Cholesterol Levels Simulation Module with Dissipative Particle Dynamics -- 4 Case Study: Prediction of Cholesterol Levels of a Hospital Patients -- 5 Conclusions and Future Work -- References -- Convolutional Neural Network-Based Cancer Detection Using Histopathologic Images -- 1 Introduction -- 2 Image Processing Techniques -- 2.1 Statistical-Based Algorithms -- 2.2 Learning-Based Algorithms -- 2.3 Hyper-Parameters of CNN -- 2.4 Evaluation Metrics -- 2.5 Implementation -- 3 Stage 3: CNN Algorithm Training -- 3.1 Model Training Phase -- 3.2 Model Optimization Phase -- 4 Conclusion -- References. Artificial Neural Network-Based Model to Characterize the Reverberation Time of a Neonatal Incubator -- 1 Introduction -- 2 Materials and Methods -- 2.1 Artificial Neural Networks Using the Levenberg-Marquardt Algorithm -- 3 Results -- 3.1 Data Analysis -- 3.2 Artificial Neural Network-Based Model Training -- 4 Conclusions -- References -- A Comparative Study of Machine Learning Methods to Predict COVID-19 -- 1 Introduction -- 2 Related Works -- 3 Background -- 3.1 Covid-19 -- 3.2 Machine Learning -- 4 Materials and Methods -- 4.1 Dataset Pre-processing -- 4.2 Machine Learning Models -- 5 Results and Discussions -- 6 Conclusions -- References -- Sustainability-Oriented Applications -- Multi-product Inventory Supply and Distribution Model with Non-linear CO2 Emission Model to Improve Economic and Environmental Aspects of Freight Transportation -- 1 Introduction -- 2 Literature Review and Contributions -- 3 Development of the Integrated Routing Model -- 3.1 Inventory Planning with Non-deterministic Demand and Multiple Products -- 3.2 Non-linear Emission for Heterogeneous Fleet -- 3.3 Association of Variables -- 4 Assessment of the Model -- 4.1 Numerical Data and Solving Method -- 4.2 Analysis of Results -- 5 Future Work -- 6 Statement -- References -- Convolutional Neural Networks for Planting System Detection of Olive Groves -- 1 Background -- 1.1 Evolution of Production Techniques in Olive Groves -- 1.2 Current Situation of Modern Olive Cultivation Systems -- 1.3 Application of Remote Sensing Techniques for Image Analysis -- 1.4 Scope of the Present Chapter -- 2 Materials and Experimental Methods -- 2.1 Area of Study and Image Acquisition -- 2.2 Methodology -- 3 Results and Discussion -- 4 Conclusions and Future Lines -- References -- A Conceptual Model for Analysis of Plant Diseases Through EfficientNet: Towards Precision Farming -- 1 Introduction. 2 Related Study. |
| Record Nr. | UNINA-9910746971103321 |
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Rivera Gilberto
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Innovative Data Communication Technologies and Application [[electronic resource] ] : ICIDCA 2019 / / edited by Jennifer S. Raj, Abul Bashar, S. R. Jino Ramson
| Innovative Data Communication Technologies and Application [[electronic resource] ] : ICIDCA 2019 / / edited by Jennifer S. Raj, Abul Bashar, S. R. Jino Ramson |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (852 pages) |
| Disciplina | 006.3 |
| Collana | Lecture Notes on Data Engineering and Communications Technologies |
| Soggetto topico |
Engineering—Data processing
Computational intelligence Artificial intelligence Data Engineering Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-38040-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Secure Identity-Based Three-Party Authenticated Key Agreement Protocol Using Bilinear Pairings -- Reliable Machine to Machine Communication using MQTT Protocol And Mean Stack -- Distributed Auction Mechanism for Dynamic Spectrum Allocation in Cognitive Radio Networks -- Implementation of Words and Characters Segmentation of Gujarati Script using MATLAB -- Robust Methods Using Graph and PCA for Detection of Anomalies in Medical Records -- Intelligent Educational System for Autistic Children using Augmented Reality and Machine Learning -- Smart Cane-An Aid for the Visually Challenged -- Discovering Patterns using Feature Selection Techniques and Correlation. . |
| Record Nr. | UNINA-9910483979303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Innovative Mobile and Internet Services in Ubiquitous Computing [[electronic resource] ] : Proceedings of the 17th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2023) / / edited by Leonard Barolli
| Innovative Mobile and Internet Services in Ubiquitous Computing [[electronic resource] ] : Proceedings of the 17th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2023) / / edited by Leonard Barolli |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (413 pages) |
| Disciplina | 004.165 |
| Collana | Lecture Notes on Data Engineering and Communications Technologies |
| Soggetto topico |
Computational intelligence
Engineering - Data processing Wireless communication systems Mobile communication systems Computational Intelligence Data Engineering Wireless and Mobile Communication |
| ISBN | 3-031-35836-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An Enhanced AI-based Vehicular Driver Support System Considering Hyperparameter Optimization -- An AOI-based Surface Painting Equipment -- An Aircraft Assembly System Based on Improved YOLOv5 -- Hyperparameter Tuning and Comparison Analysis of the DNN Model to Predict Wireless Network Conditions of Live Video Services -- A Soldering Motion Analysis System for Monitoring Whole Body of People with Developmental Disabilities -- A Fuzzy Theory Based Attitude Control for Takeoff of Quadrotor -- A New Method for Improving Cache Hit Ratio by Utilizing Near Network Cache on NDN -- An Analysis of Theoretical Network Communication Speedup Using Multiple Fungible Paths -- Universal Intrusion Detection System on In-vehicle Network -- The Comparison of Machine Learning Methods for Email Spam Detection -- A Lightweight Intrusion Detection System on In-vehicle Network Using PolynomialFeatures -- Fuzz Testing and Safe Framework Development for Vehicle Security Analysis -- Advanced Mathematics Curriculum Reform Based on Nine Screen Method and CDIO Educational Concept -- Proposal of a Music Auditioning Application using Music Compact Disk Jacket as Augmented Reality Marker. |
| Record Nr. | UNINA-9910731474103321 |
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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