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Engineering dependable and secure machine learning systems : third international workshop, EDSMLS 2020, New York City, NY, USA, February 7, 2020, revised selected papers / / Onn Shehory, Eitan Farchi, Guy Barash, (editors)
| Engineering dependable and secure machine learning systems : third international workshop, EDSMLS 2020, New York City, NY, USA, February 7, 2020, revised selected papers / / Onn Shehory, Eitan Farchi, Guy Barash, (editors) |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2020] |
| Descrizione fisica | 1 online resource (IX, 141 p. 44 illus., 34 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Machine learning
Artificial intelligence Computer security |
| ISBN | 3-030-62144-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Quality Management of Deep Learning Systems -- Can Attention Masks Improve Adversarial Robustness? -- Learner-Independent Data Omission Attacks -- Extraction of Complex DNN Models: Real Threat or Boogeyman? -- Principal Component Properties of Adversarial Samples -- FreaAI: Automated extraction of data slices to test machine learning models -- Density estimation in representation space to predict model uncertainty -- Automated detection of drift in deep learning based classifiers using network embedding -- Quality of syntactic implication of RL-based sentence summarization -- Dependable Neural Networks for Safety Critical Tasks. |
| Record Nr. | UNINA-9910427698103321 |
| Cham, Switzerland : , : Springer, , [2020] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Engineering dependable and secure machine learning systems : third international workshop, EDSMLS 2020, New York City, NY, USA, February 7, 2020, revised selected papers / / Onn Shehory, Eitan Farchi, Guy Barash, (editors)
| Engineering dependable and secure machine learning systems : third international workshop, EDSMLS 2020, New York City, NY, USA, February 7, 2020, revised selected papers / / Onn Shehory, Eitan Farchi, Guy Barash, (editors) |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2020] |
| Descrizione fisica | 1 online resource (IX, 141 p. 44 illus., 34 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Communications in computer and information science |
| Soggetto topico |
Machine learning
Artificial intelligence Computer security |
| ISBN | 3-030-62144-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Quality Management of Deep Learning Systems -- Can Attention Masks Improve Adversarial Robustness? -- Learner-Independent Data Omission Attacks -- Extraction of Complex DNN Models: Real Threat or Boogeyman? -- Principal Component Properties of Adversarial Samples -- FreaAI: Automated extraction of data slices to test machine learning models -- Density estimation in representation space to predict model uncertainty -- Automated detection of drift in deep learning based classifiers using network embedding -- Quality of syntactic implication of RL-based sentence summarization -- Dependable Neural Networks for Safety Critical Tasks. |
| Record Nr. | UNISA-996465463303316 |
| Cham, Switzerland : , : Springer, , [2020] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Multicore Software Engineering, Performance, and Tools [[electronic resource] ] : International Conference, MUSEPAT 2013, Saint Petersburg, Russia, August 19-20, 2013, Proceedings / / edited by João M. Lourenço, Eitan Farchi
| Multicore Software Engineering, Performance, and Tools [[electronic resource] ] : International Conference, MUSEPAT 2013, Saint Petersburg, Russia, August 19-20, 2013, Proceedings / / edited by João M. Lourenço, Eitan Farchi |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (X, 111 p. 37 illus.) |
| Disciplina | 005.1 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Special purpose computers
Computer system failures Software engineering Programming languages (Electronic computers) Operating systems (Computers) Computer programming Special Purpose and Application-Based Systems System Performance and Evaluation Software Engineering Programming Languages, Compilers, Interpreters Operating Systems Programming Techniques |
| ISBN | 3-642-39955-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Performance Analysis and Algorithms -- Self-timed Scheduling and Execution of Nonlinear Pipelines with Parallel Stages -- MVA-based Probabilistic Model of Shared Memory with Round Robin Arbiter for Predicting Performance With Heterogeneous -- Workload -- MHS2 : A Map-Reduce heuristic-driven minimal hitting set search algorithm -- Programming Models and Optimization -- Handling Parallelism in a Concurrency Model -- On the Relevance of Total-Order Broadcast Implementations in Replicated Software Transactional Memories -- How to Cancel a Task -- Testing and Debugging -- Automatically Repairing Concurrency Bugs with ARC -- A Modular Approach to Model-Based Testing of Concurrent Programs -- A Dynamic Approach to Isolating Erroneous Event Patterns in Concurrent Program Executions. |
| Record Nr. | UNISA-996466051803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Multicore Software Engineering, Performance, and Tools : International Conference, MUSEPAT 2013, Saint Petersburg, Russia, August 19-20, 2013, Proceedings / / edited by João M. Lourenço, Eitan Farchi
| Multicore Software Engineering, Performance, and Tools : International Conference, MUSEPAT 2013, Saint Petersburg, Russia, August 19-20, 2013, Proceedings / / edited by João M. Lourenço, Eitan Farchi |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (X, 111 p. 37 illus.) |
| Disciplina | 005.1 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Special purpose computers
Computer system failures Software engineering Programming languages (Electronic computers) Operating systems (Computers) Computer programming Special Purpose and Application-Based Systems System Performance and Evaluation Software Engineering Programming Languages, Compilers, Interpreters Operating Systems Programming Techniques |
| ISBN | 3-642-39955-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Performance Analysis and Algorithms -- Self-timed Scheduling and Execution of Nonlinear Pipelines with Parallel Stages -- MVA-based Probabilistic Model of Shared Memory with Round Robin Arbiter for Predicting Performance With Heterogeneous -- Workload -- MHS2 : A Map-Reduce heuristic-driven minimal hitting set search algorithm -- Programming Models and Optimization -- Handling Parallelism in a Concurrency Model -- On the Relevance of Total-Order Broadcast Implementations in Replicated Software Transactional Memories -- How to Cancel a Task -- Testing and Debugging -- Automatically Repairing Concurrency Bugs with ARC -- A Modular Approach to Model-Based Testing of Concurrent Programs -- A Dynamic Approach to Isolating Erroneous Event Patterns in Concurrent Program Executions. |
| Record Nr. | UNINA-9910484233003321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
PADTAD 2010 : International Workshop on Parallel and Distributed Systems : Testing, Analysis, and Debugging : Trento, Italy, July 13, 2010
| PADTAD 2010 : International Workshop on Parallel and Distributed Systems : Testing, Analysis, and Debugging : Trento, Italy, July 13, 2010 |
| Autore | Lourenco João |
| Pubbl/distr/stampa | [Place of publication not identified], : ACM, 2010 |
| Descrizione fisica | 1 online resource (71 pages) |
| Collana | ACM Conferences |
| Soggetto topico |
Engineering & Applied Sciences
Computer Science |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Parallel and Distributed Systems : Testing, Analysis, and Debugging 2010
Proceedings of the 8th Workshop on Parallel and Distributed Systems : Testing, Analysis, and Debugging |
| Record Nr. | UNINA-9910376002703321 |
Lourenco João
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| [Place of publication not identified], : ACM, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of the 2006 Workshop on Parallel and Distributed Systems : Testing and Debugging
| Proceedings of the 2006 Workshop on Parallel and Distributed Systems : Testing and Debugging |
| Pubbl/distr/stampa | [Place of publication not identified], : ACM, 2006 |
| Descrizione fisica | 1 online resource (78 pages) |
| Collana | ACM Conferences |
| Soggetto topico |
Engineering & Applied Sciences
Computer Science |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | PADTAD-IV |
| Record Nr. | UNINA-9910376482703321 |
| [Place of publication not identified], : ACM, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of the 2007 ACM Workshop on Parallel and Distributed Systems: Testing and Debugging
| Proceedings of the 2007 ACM Workshop on Parallel and Distributed Systems: Testing and Debugging |
| Autore | Ur Shmuel |
| Pubbl/distr/stampa | [Place of publication not identified], : ACM, 2007 |
| Descrizione fisica | 1 online resource (66 pages) |
| Collana | ACM Conferences |
| Soggetto topico |
Engineering & Applied Sciences
Computer Science |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Proceedings of the 2007 Association for Computing Machinery Workshop on Parallel and Distributed Systems: Testing and Debugging
PADTAD '07 |
| Record Nr. | UNINA-9910376411503321 |
|
Ur Shmuel
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| [Place of publication not identified], : ACM, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Theory and Practice of Quality Assurance for Machine Learning Systems : An Experiment-Driven Approach / / by Samuel Ackerman, Guy Barash, Eitan Farchi, Orna Raz, Onn Shehory
| Theory and Practice of Quality Assurance for Machine Learning Systems : An Experiment-Driven Approach / / by Samuel Ackerman, Guy Barash, Eitan Farchi, Orna Raz, Onn Shehory |
| Autore | Ackerman Samuel |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (187 pages) |
| Disciplina | 005.1 |
| Altri autori (Persone) |
BarashGuy
FarchiEitan RazOrna ShehoryOnn |
| Soggetto topico |
Software engineering
Artificial intelligence Software Engineering Artificial Intelligence |
| ISBN | 3-031-70008-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction -- 2. Scientific Analysis of ML Systems -- 3. Motivation and Best Practices for Machine Learning Designers and Testers -- 4. Unit Test vs. System Test of ML Based Systems -- 5. ML Testing -- 6. Principles of Drift Detection and ML Solution Retraining -- 7. Drift Detection by Measuring Distribution Differences -- 8. Sequential Drift Detection -- 9. Drift in Characterizations of Data -- 10. A Framework Analysis for Alternating Components and Drift -- 11. Optimal Integration of the ML Solution in the Business Decision Process -- 12. Testing Solutions Based on Large Language Models -- 13. A Detailed Chatbot Example. |
| Record Nr. | UNINA-9910900179903321 |
|
Ackerman Samuel
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging (PADTAD 2011) : proceedings : July 17, 2011, Toronto, ON, Canada
| Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging (PADTAD 2011) : proceedings : July 17, 2011, Toronto, ON, Canada |
| Autore | Lourenço João |
| Pubbl/distr/stampa | [Place of publication not identified], : ACM, 2011 |
| Descrizione fisica | 1 online resource (66 pages) |
| Collana | ACM Conferences |
| Soggetto topico |
Engineering & Applied Sciences
Computer Science |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Proceedings of the Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging
ISSTA '11 International Symposium on Software Testing and Analysis, Toronto, ON, Canada - July 17 - 21, 2011 |
| Record Nr. | UNINA-9910376523503321 |
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Lourenço João
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| [Place of publication not identified], : ACM, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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