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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 |
Berthold Michael
|
||
| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advances in Intelligent Data Analysis XVIII : 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 : 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. | UNINA-9910404119303321 |
|
Berthold Michael
|
||
| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital marketing management : a handbook for the current (or future) CEO / / Debra Zahay
| Digital marketing management : a handbook for the current (or future) CEO / / Debra Zahay |
| Autore | Zahay Debra L. |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2015 |
| Descrizione fisica | 1 online resource (168 p.) |
| Disciplina | 658.872 |
| Collana | Digital and social media marketing and advertising collection |
| Soggetto topico | Internet marketing |
| Soggetto genere / forma | Electronic books. |
| Soggetto non controllato |
Digital Marketing
Search Engine Marketing E-mail Marketing Social Media Marketing Data Quality Database Management Data analytics |
| ISBN | 1-60649-925-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations -- 1. How did we get here? Definitions and background -- 2. Strategic thought as it relates to digital marketing -- 3. Website design -- Delivery -- 4. Search engine marketing -- 5. E-mail marketing -- 6. Social media and mobile marketing -- Context -- 7. Customer relationship management (CRM) and the role of leadership in digital marketing -- 8. Legal issues: data privacy, security, and intellectual property -- 9. The customer database and analytics -- 10. Concluding thoughts -- Appendix. Digital marketing plan outline -- Index. |
| Record Nr. | UNINA-9910460488703321 |
|
Zahay Debra L.
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital marketing management : a handbook for the current (or future) CEO / / Debra Zahay
| Digital marketing management : a handbook for the current (or future) CEO / / Debra Zahay |
| Autore | Zahay Debra L. |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2015 |
| Descrizione fisica | 1 online resource (168 p.) |
| Disciplina | 658.872 |
| Collana | Digital and social media marketing and advertising collection |
| Soggetto topico | Internet marketing |
| Soggetto non controllato |
Digital Marketing
Search Engine Marketing E-mail Marketing Social Media Marketing Data Quality Database Management Data analytics |
| ISBN | 1-60649-925-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations -- 1. How did we get here? Definitions and background -- 2. Strategic thought as it relates to digital marketing -- 3. Website design -- Delivery -- 4. Search engine marketing -- 5. E-mail marketing -- 6. Social media and mobile marketing -- Context -- 7. Customer relationship management (CRM) and the role of leadership in digital marketing -- 8. Legal issues: data privacy, security, and intellectual property -- 9. The customer database and analytics -- 10. Concluding thoughts -- Appendix. Digital marketing plan outline -- Index. |
| Record Nr. | UNINA-9910787368203321 |
|
Zahay Debra L.
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Digital marketing management : a handbook for the current (or future) CEO / / Debra Zahay
| Digital marketing management : a handbook for the current (or future) CEO / / Debra Zahay |
| Autore | Zahay Debra L. |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2015 |
| Descrizione fisica | 1 online resource (168 p.) |
| Disciplina | 658.872 |
| Collana | Digital and social media marketing and advertising collection |
| Soggetto topico | Internet marketing |
| Soggetto non controllato |
Digital Marketing
Search Engine Marketing E-mail Marketing Social Media Marketing Data Quality Database Management Data analytics |
| ISBN | 1-60649-925-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Foundations -- 1. How did we get here? Definitions and background -- 2. Strategic thought as it relates to digital marketing -- 3. Website design -- Delivery -- 4. Search engine marketing -- 5. E-mail marketing -- 6. Social media and mobile marketing -- Context -- 7. Customer relationship management (CRM) and the role of leadership in digital marketing -- 8. Legal issues: data privacy, security, and intellectual property -- 9. The customer database and analytics -- 10. Concluding thoughts -- Appendix. Digital marketing plan outline -- Index. |
| Record Nr. | UNINA-9910820476603321 |
|
Zahay Debra L.
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
IBM Db2 11. 1 certification guide : explore techniques to master database programming and administration tasks in IBM Db2 / / Mohankumar Saraswatipura, Robert Collins
| IBM Db2 11. 1 certification guide : explore techniques to master database programming and administration tasks in IBM Db2 / / Mohankumar Saraswatipura, Robert Collins |
| Autore | Saraswatipura Mohankumar |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Birmingham, London ; ; Mumbai : , : Packt, , 2018 |
| Descrizione fisica | 1 online resource (474 pages) |
| Disciplina | 005.7565 |
| Soggetto non controllato |
Database Management
Relational Databases Electronic Data Processing Personnel Computers |
| ISBN | 1-78862-787-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910796738803321 |
|
Saraswatipura Mohankumar
|
||
| Birmingham, London ; ; Mumbai : , : Packt, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
IBM Db2 11. 1 certification guide : explore techniques to master database programming and administration tasks in IBM Db2 / / Mohankumar Saraswatipura, Robert Collins
| IBM Db2 11. 1 certification guide : explore techniques to master database programming and administration tasks in IBM Db2 / / Mohankumar Saraswatipura, Robert Collins |
| Autore | Saraswatipura Mohankumar |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Birmingham, London ; ; Mumbai : , : Packt, , 2018 |
| Descrizione fisica | 1 online resource (474 pages) |
| Disciplina | 005.7565 |
| Soggetto non controllato |
Database Management
Relational Databases Electronic Data Processing Personnel Computers |
| ISBN | 1-78862-787-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910812752003321 |
|
Saraswatipura Mohankumar
|
||
| Birmingham, London ; ; Mumbai : , : Packt, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Journal on data semantics . XII [[electronic resource] /] / Stefano Spaccapietra (ed.)
| Journal on data semantics . XII [[electronic resource] /] / Stefano Spaccapietra (ed.) |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin ; ; Heidelberg, : Springer-Verlag, 2009 |
| Descrizione fisica | 1 online resource (XIII, 179 p.) |
| Disciplina | 004.6 |
| Altri autori (Persone) | SpaccapietraS |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Semantic Web
Semantics - Data processing Programming languages (Electronic computers) - Semantics |
| Soggetto non controllato |
Semantics
Semantic Web Database Management Computers |
| ISBN | 3-642-00685-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | SECCO: On Building Semantic Links in Peer-to-Peer Networks -- Towards a Scalable Query Rewriting Algorithm in Presence of Value Constraints -- Combining a Logical and a Numerical Method for Data Reconciliation -- Tightly Coupled Probabilistic Description Logic Programs for the Semantic Web -- Intensional First-Order Logic for P2P Database Systems -- Multi-faceted Visualisation of Worklists. |
| Record Nr. | UNISA-996465410703316 |
| Berlin ; ; Heidelberg, : Springer-Verlag, 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
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 |
|
Janev Valentina
|
||
| Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Knowledge Graphs and Big Data Processing / / edited by Valentina Janev, Damien Graux, Hajira Jabeen, Emanuel Sallinger
| Knowledge Graphs and Big Data Processing / / 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. | UNINA-9910413442003321 |
|
Janev Valentina
|
||
| Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||