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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
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| Cham, : Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Anti-fragile ICT Systems [[electronic resource] /] / by Kjell Jørgen Hole
| Anti-fragile ICT Systems [[electronic resource] /] / by Kjell Jørgen Hole |
| Autore | Hole Kjell Jørgen |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Springer Nature, 2016 |
| Descrizione fisica | 1 online resource (XVIII, 151 pages) ; : 44 illustrations, 22 illustrations in colour; digital, PDF file(s) |
| Disciplina | 004.6 |
| Collana | Simula SpringerBriefs on Computing |
| Soggetto topico |
Computer organization
Computers Artificial intelligence Computer simulation Computer Systems Organization and Communication Networks Information Systems and Communication Service Artificial Intelligence Simulation and Modeling |
| Soggetto non controllato |
Computer Systems Organization and Communication Networks
Information Systems and Communication Service Artificial Intelligence Simulation and Modeling Computer Engineering and Networks Database Management System Computer Science Anomaly detection Anti-fragility Cloud computing Complex adaptive systems DevOps (Development and Operation) Diversity Loose coupling Malware Malware detection Microservices Modules Monitoring Redundancy Risk analysis Software architecture Software design System dependencies Tight coupling Trust Weak links Computer networking & communications Computer modelling & simulation |
| ISBN | 3-319-30070-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Part I: The Concept of Anti-Fragility: 1 Introduction -- 2 Achieving Anti-Fragility -- 3 The Need to Build Trust -- 4 Principles Ensuring Anti-Fragility -- Part II: Anti-Fragility to Downtime: 5 Anti-Fragile Cloud Solutions -- 6 An Anti-Fragile e-Government System -- 7 Anti-Fragile Cloud-Based Telecom Systems -- Part III: Anti-Fragility to Malware: 8 Robustness to Malware Spreading -- 9 Robustness to Malware Reinfections -- 10 Anti-Fragility to Malware Spreading -- Part IV: Anomaly Detection: 11 The Cortical Learning Algorithm -- 12 Detecting Anomalies with the CLA -- Part V: Future Anti-Fragile Systems: 13 Summary and Future Work -- About the Author -- References -- Index. |
| Record Nr. | UNINA-9910136809003321 |
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Hole Kjell Jørgen
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| Springer Nature, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Cyber-physical systems : a model-based approach / / Walid M. Taha, Abd-Elhamid M. Taha, Johan Thunberg
| Cyber-physical systems : a model-based approach / / Walid M. Taha, Abd-Elhamid M. Taha, Johan Thunberg |
| Autore | Taha Walid <1972-> |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (xxii, 187 pages) : illustrations; digital, PDF file(s) |
| Disciplina | 004.6 |
| Soggetto topico |
Computer organization
Computer engineering Internet of things Embedded computer systems Computer simulation Control engineering Robotics Mechatronics Computer Systems Organization and Communication Networks Cyber-physical systems, IoT Simulation and Modeling Control, Robotics, Mechatronics |
| Soggetto non controllato |
Computer Systems Organization and Communication Networks
Cyber-physical systems, IoT Simulation and Modeling Control, Robotics, Mechatronics Computer Engineering and Networks Cyber-Physical Systems Computer Science Control, Robotics, Automation CPS Embedded System model-based engineering hybrid systems Acumen coordinate transformations modeling computational systems modeling physical systems control sensing and actuation game theory Open Access Computer networking & communications Electrical engineering Cybernetics & systems theory Computer modelling & simulation Automatic control engineering Electronic devices & materials |
| ISBN | 3-030-36071-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Core Concepts -- 1. What is a Cyber-Physical System? -- 2. Modeling Physical Systems -- 3. Hybrid Systems -- 4. Control Theory -- 5. Modeling Computational Systems -- 6. Coordinate Transformation (Robot Arm) -- Part II: Selected Topics -- 7. Game Theory -- 8. Communications -- 9. Sensing and Actuation -- Part III: Appendix -- A. Acumen Reference Manual -- Index. |
| Record Nr. | UNINA-9910418353203321 |
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Taha Walid <1972->
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Cyber-physical systems : a model-based approach / / Walid M. Taha, Abd-Elhamid M. Taha, Johan Thunberg
| Cyber-physical systems : a model-based approach / / Walid M. Taha, Abd-Elhamid M. Taha, Johan Thunberg |
| Autore | Taha Walid <1972-> |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (xxii, 187 pages) : illustrations; digital, PDF file(s) |
| Disciplina | 004.6 |
| Soggetto topico |
Computer organization
Computer engineering Internet of things Embedded computer systems Computer simulation Control engineering Robotics Mechatronics Computer Systems Organization and Communication Networks Cyber-physical systems, IoT Simulation and Modeling Control, Robotics, Mechatronics |
| Soggetto non controllato |
Computer Systems Organization and Communication Networks
Cyber-physical systems, IoT Simulation and Modeling Control, Robotics, Mechatronics Computer Engineering and Networks Cyber-Physical Systems Computer Science Control, Robotics, Automation CPS Embedded System model-based engineering hybrid systems Acumen coordinate transformations modeling computational systems modeling physical systems control sensing and actuation game theory Open Access Computer networking & communications Electrical engineering Cybernetics & systems theory Computer modelling & simulation Automatic control engineering Electronic devices & materials |
| ISBN | 3-030-36071-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Core Concepts -- 1. What is a Cyber-Physical System? -- 2. Modeling Physical Systems -- 3. Hybrid Systems -- 4. Control Theory -- 5. Modeling Computational Systems -- 6. Coordinate Transformation (Robot Arm) -- Part II: Selected Topics -- 7. Game Theory -- 8. Communications -- 9. Sensing and Actuation -- Part III: Appendix -- A. Acumen Reference Manual -- Index. |
| Record Nr. | UNISA-996464383003316 |
|
Taha Walid <1972->
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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