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Advanced Learning / / Raquel Hijon-Neira, editor
| Advanced Learning / / Raquel Hijon-Neira, editor |
| Autore | Hijon-Neira Raquel |
| Pubbl/distr/stampa | IntechOpen, 2009 |
| Descrizione fisica | 1 online resource (444 pages) : illustrations |
| Disciplina | 371.334 |
| Soggetto topico |
Computer-assisted instruction
Internet in education |
| Soggetto non controllato | Information technology: general issues |
| ISBN | 953-51-5854-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910138285103321 |
Hijon-Neira Raquel
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| IntechOpen, 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Intelligent Data Analysis XVIII [[electronic resource] ] : 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27–29, 2020, Proceedings / / edited by Michael R. Berthold, Ad Feelders, Georg Krempl
| Advances in Intelligent Data Analysis XVIII [[electronic resource] ] : 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27–29, 2020, Proceedings / / edited by Michael R. Berthold, Ad Feelders, Georg Krempl |
| Autore | Berthold Michael |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (XIV, 588 p. 210 illus., 132 illus. in color.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Data mining Computers Machine learning Computer organization Database Management Data Mining and Knowledge Discovery Computing Milieux Machine Learning Computer Systems Organization and Communication Networks |
| Soggetto non controllato |
Database Management
Data Mining and Knowledge Discovery Computing Milieux Machine Learning Computer Systems Organization and Communication Networks open access data mining learning systems classification clustering semantics learning algorithms supervised learning association rules social networks graphic methods neural networks artificial intelligence computer vision correlation analysis databases education engineering graph theory image analysis Databases Database programming Data mining Expert systems / knowledge-based systems Information technology: general issues Machine learning Computer networking & communications |
| ISBN | 3-030-44584-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder -- Dual Sequential Variational Autoencoders for Fraud Detection -- A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks -- Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams -- GraphMDL: Graph Pattern Selection Based on Minimum Description Length -- Towards Content Sensitivity Analysis -- Gibbs Sampling Subjectively Interesting Tiles -- Even Faster Exact k-Means Clustering -- Ising-Based Consensus Clustering on Special Purpose Hardware -- Transfer Learning by Learning Projections from Target to Source -- Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs -- Towards Evaluation of CNN Performance in Semantically Meaningful Latent Spaces -- Vouw: Geometric Pattern Mining Using the MDL Principle -- A Consensus Approach to Improve NMF Document Clustering -- Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams -- Widening for MDL-Based Retail Signature Discovery -- Addressing the Resolution Limit and the Field of View Limit in Community Mining -- Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics -- Adversarial Attacks Hidden in Plain Sight -- Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code -- Overlapping Hierarchical Clustering (OHC) -- Digital Footprints of International Migration on Twitter -- Percolation-Based Detection of Anomalous Subgraphs in Complex Networks -- A Late-Fusion Approach to Community Detection in Attributed Networks -- Reconciling Predictions in the Regression Setting: an Application to Bus Travel Time Prediction -- A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization -- Actionable Subgroup Discovery and Urban Farm Optimization -- AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model -- Detection of Derivative Discontinuities in Observational Data -- Improving Prediction with Causal Probabilistic Variables -- DO-U-Net for Segmentation and Counting -- Enhanced Word Embeddings for Anorexia Nervosa Detection on Social Media -- Event Recognition Based on Classification of Generated Image Captions -- Human-to-AI Coach: Improving Human Inputs to AI Systems -- Aleatoric and Epistemic Uncertainty with Random Forests -- Master your Metrics with Calibration -- Supervised Phrase-Boundary Embeddings -- Predicting Remaining Useful Life with Similarity-Based Priors -- Orometric Methods in Bounded Metric Data -- Interpretable Neuron Structuring with Graph Spectral Regularization -- Comparing the Preservation of Network Properties by Graph Embeddings -- Making Learners (More) Monotone -- Combining Machine Learning and Simulation to a Hybrid Modelling Approach -- LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification -- Angle-Based Crowding Degree Estimation for Many-Objective Optimization. |
| Record Nr. | UNISA-996418219903316 |
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Berthold Michael
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Contextual Process Digitalization [[electronic resource] ] : Changing Perspectives – Design Thinking – Value-Led Design / / by Albert Fleischmann, Stefan Oppl, Werner Schmidt, Christian Stary
| Contextual Process Digitalization [[electronic resource] ] : Changing Perspectives – Design Thinking – Value-Led Design / / by Albert Fleischmann, Stefan Oppl, Werner Schmidt, Christian Stary |
| Autore | Fleischmann Albert |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (X, 275 p. 165 illus., 86 illus. in color.) |
| Disciplina | 004 |
| Soggetto topico |
Application software
Management information systems Industrial management Organization Planning Computer Appl. in Administrative Data Processing Business Process Management Information Systems Applications (incl. Internet) Business Information Systems |
| Soggetto non controllato |
Computer Appl. in Administrative Data Processing
Business Process Management Organization Information Systems Applications (incl. Internet) Business Information Systems Open Access S-BPM Design Thinking Workflow Management Public administration Information technology: general issues Business mathematics & systems Organizational theory & behaviour Information retrieval Internet searching |
| ISBN | 3-030-38300-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Motivation -- 2 Models -- 3 Modeling Languages -- 4 Contemporary Challenges in Business Process Modeling / Management -- 5 From Modeling to Digitalization -- 6 Preparation of Process Implementation -- 7 Realization -- 8 Industrial Use Case. |
| Record Nr. | UNISA-996465455503316 |
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Fleischmann Albert
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Data Science for Economics and Finance [[electronic resource] ] : Methodologies and Applications / / edited by Sergio Consoli, Diego Reforgiato Recupero, Michaela Saisana
| Data Science for Economics and Finance [[electronic resource] ] : Methodologies and Applications / / edited by Sergio Consoli, Diego Reforgiato Recupero, Michaela Saisana |
| Autore | Consoli Sergio |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (XIV, 355 p. 56 illus., 44 illus. in color.) |
| Disciplina | 006.312 |
| Soggetto topico |
Data mining
Machine learning Management information systems Big data Application software Information storage and retrieval Data Mining and Knowledge Discovery Machine Learning Business Information Systems Big Data/Analytics Computer Appl. in Administrative Data Processing Information Storage and Retrieval |
| Soggetto non controllato |
Data Mining and Knowledge Discovery
Machine Learning Business Information Systems Big Data/Analytics Computer Appl. in Administrative Data Processing Information Storage and Retrieval IT in Business Computer and Information Systems Applications Open Access Data Mining Big Data Data Analytics Decision Support Systems Semantics and Reasoning Expert systems / knowledge-based systems Business mathematics & systems Public administration Information technology: general issues Information retrieval Data warehousing |
| ISBN | 3-030-66891-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Science Technologies in Economics and Finance: A Gentle Walk-In -- Supervised Learning for the Prediction of Firm Dynamics -- Opening the Black Box: Machine Learning Interpretability and Inference Tools with an Application to Economic Forecasting -- Machine Learning for Financial Stability -- Sharpening the Accuracy of Credit Scoring Models with Machine Learning Algorithms -- Classifying Counterparty Sector in EMIR Data -- Massive Data Analytics for Macroeconomic Nowcasting -- New Data Sources for Central Banks -- Sentiment Analysis of Financial News: Mechanics and Statistics -- Semi-supervised Text Mining for Monitoring the News About the ESG Performance of Companies -- Extraction and Representation of Financial Entities from Text -- Quantifying News Narratives to Predict Movements in Market Risk -- Do the Hype of the Benefits from Using New Data Science Tools Extend to Forecasting Extremely Volatile Assets? -- Network Analysis for Economics and Finance: An application to Firm Ownership. |
| Record Nr. | UNISA-996464413703316 |
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Consoli Sergio
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Data Technology in Materials Modelling
| Data Technology in Materials Modelling |
| Autore | Horsch Martin Thomas |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (101 pages) |
| Altri autori (Persone) |
ChiacchieraSilvia
CavalcantiWelchy Leite SchemberaBjö |
| Collana | SpringerBriefs in Applied Sciences and Technology |
| Soggetto topico |
Materials science
Public administration |
| Soggetto non controllato |
Structural Materials
Computer Appl. in Administrative Data Processing Materials Engineering Computer and Information Systems Applications VIMMP marketplace Materials modelling ontology EngMeta metadata schema OSMO ontology Computational molecular engineering Open Access Materials science Structural engineering Public administration Information technology: general issues |
| ISBN | 3-030-68597-7 |
| Classificazione | COM018000TEC021000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Intro -- Preface -- Acknowledgements -- Contents -- 1 Introduction -- 1.1 Digitalization and Data Management -- 1.2 Semantic Interoperability -- 1.3 Semantic Assets and Metadata Categories -- 1.4 Perspective and Outline of the Book -- References -- 2 Research Data Infrastructures and Engineering Metadata -- 2.1 Engineering Metadata -- 2.1.1 How to Engineer Metadata -- 2.1.2 Metadata for Engineering: The EngMeta Metadata Scheme -- 2.2 Research Data Infrastructures -- 2.2.1 Requirements and Functions -- 2.2.2 Architectures -- 2.2.3 Examples of Research Data Infrastructures in Materials Modelling -- References -- 3 Marketplace-Level Domain Ontologies -- 3.1 Ontologies and Formal Notation -- 3.2 European Virtual Marketplace Framework -- 3.3 Modelling, Simulation and Computational Resources -- 3.4 Engineering Applications and Validation -- 3.5 Training and Communication -- References -- 4 Semantic Technology for Simulations and Molecular Particle-Based Methods -- 4.1 Brief Overview of Ontologies for Modelling and Simulation -- 4.1.1 Examples of Applications -- 4.2 Other Relevant Assets and Approaches -- 4.3 Software Capabilities -- 4.4 Variables and Functions -- 4.4.1 Simulation Variables vs Physical Properties -- 4.5 EngMeta and VIMMP Ontologies -- 4.6 Closing Thoughts -- References -- 5 Applications of the Metadata Standards -- 5.1 Representing Scenarios -- 5.2 Top-Level Ontology -- 5.3 Ontology Matching -- 5.4 VIMMP-EMMO Alignment -- 5.5 Documentation of Molecular Models -- References. |
| Record Nr. | UNINA-9910473457303321 |
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Horsch Martin Thomas
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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E-learning
| E-learning |
| Autore | Buzzi Marina |
| Pubbl/distr/stampa | IntechOpen, 2010 |
| Descrizione fisica | 1 electronic resource (314 p.) |
| Soggetto topico | Information technology: general issues |
| Soggetto non controllato | Information technology: general issues |
| ISBN | 953-7619-95-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910138434803321 |
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Buzzi Marina
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| IntechOpen, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems [[electronic resource] /] / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe
| Foundations of Multi-Paradigm Modelling for Cyber-Physical Systems [[electronic resource] /] / edited by Paulo Carreira, Vasco Amaral, Hans Vangheluwe |
| Autore | Carreira Paulo |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, : Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (XX, 285 p. 157 illus., 54 illus. in color.) |
| Disciplina | 005.1 |
| Soggetto topico |
Software engineering
Computer engineering Internet of things Embedded computer systems Special purpose computers Application software Computer-aided engineering Software Engineering Cyber-physical systems, IoT Special Purpose and Application-Based Systems Computer Applications Computer-Aided Engineering (CAD, CAE) and Design |
| Soggetto non controllato |
Software Engineering
Cyber-physical systems, IoT Special Purpose and Application-Based Systems Computer Applications Computer-Aided Engineering (CAD, CAE) and Design Open Access Embedded and cyber-physical systems Software design engineering Model-driven software engineering Modelica Performance Analysis Design Languages System Description Languages System and Modeling DEVS Statecharts Petri Nets Multi-Paradigm Modeling AADL Concurrency Modeling Electrical engineering Cybernetics & systems theory Expert systems / knowledge-based systems Information technology: general issues Computer-aided design (CAD) |
| ISBN | 3-030-43946-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Multi-Paradigm Modelling for Cyber-Physical Systems: Foundations -- Bond Graphs: A Unifying Framework for Modelling of Physical Systems -- Modelica: Equation-Based, Object-Oriented Modelling of Physical Systems -- Causal-Block Diagrams: A Family of Languages for Causal Modelling of Cyber-Physical Systems -- DEVS: Discrete-Event Modelling and Simulation for Performance Analysis of Resource-Constrained Systems -- Statecharts: A Formalism to Model, Simulate and Synthesize Reactive and Autonomous Timed Systems -- Petri Nets: A Formal Language to Specify and Verify Concurrent Non-Deterministic Event Systems -- AADL: A Language to Specify the Architecture of Cyber-Physical Systems -- FTG+PM: Describing Engineering Processes in Multi-Paradigm Modelling. |
| Record Nr. | UNISA-996465472303316 |
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Carreira Paulo
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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From Opinion Mining to Financial Argument Mining
| From Opinion Mining to Financial Argument Mining |
| Autore | Chen Chung-Chi |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (102 pages) |
| Altri autori (Persone) |
HuangHen-Hsen
ChenHsin-Hsi |
| Collana | SpringerBriefs in Computer Science |
| Soggetto topico |
Natural language & machine translation
Data mining Algorithms & data structures Artificial intelligence Information technology: general issues |
| Soggetto non controllato |
Natural Language Processing (NLP)
Data Mining and Knowledge Discovery Data Structures and Information Theory Artificial Intelligence Computer Applications Data Science Computer and Information Systems Applications Open Access financial opinion mining text mining in finance financial technology application FinTech argument mining in finance opinion quality evaluation numeral understanding Natural language & machine translation Data mining Expert systems / knowledge-based systems Algorithms & data structures Information theory Information technology: general issues |
| ISBN | 981-16-2881-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996464443103316 |
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Chen Chung-Chi
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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From Opinion Mining to Financial Argument Mining
| From Opinion Mining to Financial Argument Mining |
| Autore | Chen Chung-Chi |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (102 pages) |
| Altri autori (Persone) |
HuangHen-Hsen
ChenHsin-Hsi |
| Collana | SpringerBriefs in Computer Science |
| Soggetto topico |
Natural language & machine translation
Data mining Algorithms & data structures Artificial intelligence Information technology: general issues |
| Soggetto non controllato |
Natural Language Processing (NLP)
Data Mining and Knowledge Discovery Data Structures and Information Theory Artificial Intelligence Computer Applications Data Science Computer and Information Systems Applications Open Access financial opinion mining text mining in finance financial technology application FinTech argument mining in finance opinion quality evaluation numeral understanding Natural language & machine translation Data mining Expert systems / knowledge-based systems Algorithms & data structures Information theory Information technology: general issues |
| ISBN | 981-16-2881-5 |
| Classificazione | COM004000COM018000COM021030COM031000COM073000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910482868303321 |
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Chen Chung-Chi
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Knowledge Graphs and Big Data Processing [[electronic resource] /] / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger
| Knowledge Graphs and Big Data Processing [[electronic resource] /] / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger |
| Autore | Janev Valentina |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (XI, 209 p. 39 illus., 32 illus. in color.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Application software Artificial intelligence Computer logic Management information systems Database Management Information Systems Applications (incl. Internet) Logic in AI Computer Appl. in Administrative Data Processing Business Information Systems |
| Soggetto non controllato |
Database Management
Information Systems Applications (incl. Internet) Logic in AI Computer Appl. in Administrative Data Processing Business Information Systems Computer and Information Systems Applications Computer Application in Administrative Data Processing artificial intelligence big data data analytics data handling data integration data mining databases digital storage domain knowledge graph theory information management information technology integrated data internet knowledge management knowledge-based system ontologies semantics Databases Database programming Information retrieval Internet searching Artificial intelligence Public administration Information technology: general issues Business mathematics & systems |
| ISBN | 3-030-53199-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations -- Chapter 1. Ecosystem of Big Data -- Chapter 2. Knowledge Graphs: The Layered Perspective -- Chapter 3. Big Data Outlook, Tools, and Architectures -- Architecture -- Chapter 4. Creation of Knowledge Graphs -- Chapter 5. Federated Query Processing -- Chapter 6. Reasoning in Knowledge Graphs: An Embeddings Spotlight -- Methods and Solutions -- Chapter 7. Scalable Knowledge Graph Processing using SANSA -- Chapter 8. Context-Based Entity Matching for Big Data -- Applications -- Chapter 9. Survey on Big Data Applications -- Chapter 10. Case Study from the Energy Domain. |
| Record Nr. | UNISA-996418289903316 |
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Janev Valentina
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| Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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