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Federated learning : a comprehensive overview of methods and applications / / Heiko Ludwig, Nathalie Baracaldo (editors)
| Federated learning : a comprehensive overview of methods and applications / / Heiko Ludwig, Nathalie Baracaldo (editors) |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (vi, 534 pages) : illustrations |
| Disciplina | 006.31 |
| Soggetto topico | Machine learning |
| ISBN | 3-030-96896-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996483164203316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Federated Learning : A Comprehensive Overview of Methods and Applications / / edited by Heiko Ludwig, Nathalie Baracaldo
| Federated Learning : A Comprehensive Overview of Methods and Applications / / edited by Heiko Ludwig, Nathalie Baracaldo |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (vi, 534 pages) : illustrations |
| Disciplina | 006.31 |
| Soggetto topico |
Artificial intelligence
Machine learning Artificial Intelligence Machine Learning Aprenentatge automàtic |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-96896-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction to Federated Learning -- Tree-Based Models for Federated Learning Systems -- Semantic Vectorization: Text and Graph-Based Models -- Personalization in Federated Learning -- Personalized, Robust Federated Learning with Fed+ -- Communication-Efficient Distributed Optimization Algorithms -- Communication-Efficient Model Fusion -- Federated Learning and Fairness -- Introduction to Federated Learning Systems -- Local Training and Scalability of Federated Learning Systems -- Straggler Management -- Systems Bias in Federated Learning -- Protecting Against Data Leakage in Federated Learning: What Approach Should You Choose? -- Private Parameter Aggregation for Federated Learning -- Data Leakage in Federated Learning -- Security and Robustness in Federated Machine Learning -- Dealing with Byzantine Threats to Neural Networks -- Privacy-Preserving Vertical Federated Learning -- Split Learning: A Resource Efficient Model & Data Parallel Approach for Distributed Deep Learning -- Federated Learning for Collaborative Financial Crimes Detection -- Federated Reinforcement Learning for Portfolio Management -- Application of Federated Learning in Medical Imaging -- Advancing Healthcare Solutions with Federated Learning -- A Privacy-preserving Product Recommender System -- Application of Federated Learning in Telecommunications and Edge Computing. |
| Record Nr. | UNINA-9910584601303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Service-Oriented Computing [[electronic resource] ] : 10th International Conference, ICSOC 2012, Shanghai, China, November 12-15, 2012, Proceedings / / edited by Chengfei Liu, Heiko Ludwig, Farouk Toumani, Qi Yu
| Service-Oriented Computing [[electronic resource] ] : 10th International Conference, ICSOC 2012, Shanghai, China, November 12-15, 2012, Proceedings / / edited by Chengfei Liu, Heiko Ludwig, Farouk Toumani, Qi Yu |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (XX, 795 p. 258 illus.) |
| Disciplina | 004/.36 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Software engineering
Computer communication systems Application software Information storage and retrieval Management information systems Computer science Information technology Business—Data processing Software Engineering Computer Communication Networks Information Systems Applications (incl. Internet) Information Storage and Retrieval Management of Computing and Information Systems IT in Business |
| Soggetto genere / forma | Conference proceedings. |
| ISBN | 3-642-34321-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Research Papers -- Service Engineering 1 -- Specification and Detection of SOA Antipatterns -- Verification of GSM-Based Artifact-Centric Systems through Finite Abstraction -- Service Component Architecture Extensions for Dynamic Systems -- Service Management 1 -- Who Do You Call? Problem Resolution through Social Compute Units -- Relationship-Preserving Change Propagation in Process Ecosystems -- Scheduling Service Tickets in Shared Delivery -- Cloud Programming Hybrid Services in the Cloud -- QoS- Aware Cloud Service Composition Based on Economic Models -- Cloud Service Selection Based on Variability Modeling -- Service Engineering 2 -- Extending Enterprise Service Design Knowledge Using Clustering -- Participatory Service Design through Composed and Coordinated Service Feature Models -- PerCAS: An Approach to Enabling Dynamic and Personalized Adaptation for Context-Aware Services -- Service Management 2-A Method for Assessing Influence Relationships among KPIs of Service Systems -- Dynamic Performance Management in Multi-tenanted Business Process Servers Using Nonlinear Control -- An Optimized Derivation of Event Queries to Monitor Choreography Violations -- Service QoS -- Dynamic Service Selection with End-to-End Constrained Uncertain QoS Attributes.-A Constraint-Based Approach to Quality Assurance in Service Choreographies.-Structural Optimization of Reduced Ordered Binary Decision Diagrams for SLA Negotiation in IaaS of Cloud Computing.-Service Engineering 3 A Service Composition Framework Based on Goal-Oriented Requirements Engineering, Model Checking, and Qualitative Preference Analysis -- WCP-Nets:A Weighted Extension to CP-Nets for Web Service Selection -- WS-Finder:A Framework for Similarity Search of Web Services -- Service Security, Privacy and Personalization -- A Framework for Trusted Services -- Configuring Private Data Management as Access Restrictions: From Design to Enforcement -- Modeling User’s Non-functional Preferences for Personalized Service Ranking.-Service Applications in Business and Society.-An Adaptive Mediation Framework for Mobile P2P Social Content Sharing -- Socially-Enriched Semantic Mashup of Web APIs -- Application of Business-Driven Decision Making to RESTful Business Processes -- Service Composition and Choreography Declarative Choreographies for Artifacts -- Managing Resource Contention in Embedded Service- Oriented Systems with Dynamic Orchestration -- Semantic Service Composition Framework for Multidomain Ubiquitous Computing Applications -- Service Scaling and Cloud Sparse Functional Representation for Large-Scale Service Clustering -- Updatable Process Views for User-Centered Adaption of Large Process Models -- Management-Based License Discovery for the Cloud (Short Paper) -- Research Papers–Short.-Service Composition and Choreography Ensuring Well-Formed Conversations between Control and Operational Behaviors of Web Services.-Variability in Service-Oriented Systems: An Analysis of Existing Approaches -- A Symbolic Framework for the Conformance Checking of Value-Passing Choreographies -- Service Composition Management Using Risk Analysis and Tracking.-Process Management Assisting Business Process Design by Activity Neighborhood Context Matching.-Adaptive Case Management in the Social Enterprise.-Automating Form-Based Processes through Annotation -- PASOAC-Net:A Petri-Net Model to Manage Authorization in Service-Based Business Process.-Service Description and Discovery.-WSTRank:Ranking Tags to Facilitate Web Service Mining. Maintaining Motivation Models (in BMM) in the Context of a (WSDL-S) Service Landscape -- Ontology-Learning-Based Focused Crawling for Online Service -- Advertising Information Discovery and Classification -- A Learning Method for Improving Quality of Service Infrastructure Management in New Technical Support Groups -- Service Management -- Adaptive Service-Oriented Mobile Applications: A Declarative Approach -- Algorithmic Aspects of Planning under Uncertainty for Service Delivery Organizations -- A Dynamic QoS-Aware Semantic Web Service Composition Algorithm -- IT Incident Management by Analyzing Incident Relations.-Service Security, Privacy and Personalization An Association Probability Based Noise Generation Strategy for Privacy Protection in Cloud Computing.-ARIMA Model-Based Web Services Trustworthiness Evaluation and Prediction -- Analyzing Coopetition Strategies of Services within Communities -- Trust-Based Service Discovery in Multi-relation Social Networks -- Industrial Papers -- Service Applications RETRAiN:A REcommendation Tool for Reconfiguration of RetAil BaNk Branch.-Automate Back Office Activity Monitoring to Drive Operational Excellence -- Collective Intelligence for Enhanced Quality Management of IT Services -- Cloud Computing MapReduce- Based Data Stream Processing over Large History Data -- An Efficient Data Dissemination Approach for Cloud Monitoring -- A Service Oriented Architecture for Exploring High Performance Distributed Power Models -- Industrial Papers–Short.-Business Process Extensions as First-Class Entities— A Model-Driven and Aspect-Oriented Approach.-Towards Dynamic Reconfiguration for QoS Consistent Services Based Applications -- An Ontology-Based IoT Resource Model for Resources Evolution and Reverse Evolution. |
| Record Nr. | UNISA-996465670603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Service-Oriented Computing [[electronic resource] ] : ICSOC 2010 International Workshops PAASC, WESOA, SEE, and SC-LOG San Francisco, CA, USA, December 7-10, 2010, Revised Selected Papers / / edited by E. Michael Maximilien, Gustavo Rossi, Soe-Tsyr Yuan, Heiko Ludwig, Marcelo Fantinato
| Service-Oriented Computing [[electronic resource] ] : ICSOC 2010 International Workshops PAASC, WESOA, SEE, and SC-LOG San Francisco, CA, USA, December 7-10, 2010, Revised Selected Papers / / edited by E. Michael Maximilien, Gustavo Rossi, Soe-Tsyr Yuan, Heiko Ludwig, Marcelo Fantinato |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XIII, 266 p.) |
| Disciplina | 004.6/54 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Software engineering
Computer communication systems Application software Information storage and retrieval Multimedia information systems Information technology Business—Data processing Software Engineering Computer Communication Networks Information Systems Applications (incl. Internet) Information Storage and Retrieval Multimedia Information Systems IT in Business |
| ISBN | 3-642-19394-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465918603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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